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Prof. Costantino Grana

Prof. Costantino Grana

Homepage:

http://personale.unimore.it/Rubrica/dettaglio/cgrana

Position at AImageLab:

Full Professor
Dipartimento d'Ingegneria "Enzo Ferrari", Modena Italy

Email:

costantino_DOT_grana_AT_unimore_DOT_it

Phone:

Tel +390592056265 Fax +390592056129

ORCID:

0000-0002-4792-2358

Costantino Grana

Research Projects

Research Activities

Publications

1 Pipoli, Vittorio; Bolelli, Federico; Sarto, Sara; Cornia, Marcella; Baraldi, Lorenzo; Grana, Costantino; Cucchiara, Rita; Ficarra, Elisa "Semantically Conditioned Prompts for Visual Recognition under Missing Modality Scenarios" Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, Tucson, Arizona, Feb 28 - Mar 4, 2025 Conference
2 Vezzali, Enrico; Bolelli, Federico; Santi, Stefano; Grana, Costantino "State-of-the-art Review and Benchmarking of Barcode Localization Methods" ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, vol. 147, pp. 1 -18 , 2025 | DOI: 10.1016/j.engappai.2025.110259 Journal
3 Lumetti, Luca; Pipoli, Vittorio; Marchesini, Kevin; Ficarra, Elisa; Grana, Costantino; Bolelli, Federico "Accurate 3D Medical Image Segmentation with Mambas" Proceedings of 2025 IEEE International Symposium on Biomedical Imaging (ISBI), Houston, Texas, USA, 14 - 17 Apr, 2025 Conference
4 Perliti Scorzoni, Paolo; Giovanetti, Anita; Bolelli, Federico; Grana, Costantino "Optimizing Resource Allocation in Public Healthcare: A Machine Learning Approach for Length-of-Stay Prediction" Proceedings of Artificial Intelligence for Healthcare Applications, Kolkata, India, Dec 01-05, 2025 Conference
5 Perliti Scorzoni, Paolo; Giovanetti, Anita; Bolelli, Federico; Grana, Costantino "Machine Learning-Based Prediction of Emergency Department Prolonged Length of Stay: A Case Study from Italy" Proceedings of 8th IHSI International Conference, Rome, Italy, Feb 24-26, 2025 | DOI: 10.54941/ahfe1005823 Conference
6 Vezzali, Enrico; Bolelli, Federico; Santi, Stefano; Grana, Costantino "BarBeR - Barcode Benchmark Repository: Implementation and Reproducibility Notes" Proceedings of 5th International Workshop on Reproducible Research in Pattern Recognition, RRPR 2024, Kolkata, India, Dec 01-05, 2025 Conference
7 Bolelli, Federico; Lumetti, Luca; Vinayahalingam, Shankeeth; Di Bartolomeo, Mattia; Pellacani, Arrigo; Marchesini, Kevin; van Nistelrooij, Niels; van Lierop, Pieter; Xi, Tong; Liu, Yusheng; Xin, Rui; Yang, Tao; Wang, Lisheng; Wang, Haoshen; Xu, Chenfan; Cui, Zhiming; Wodzinski, MAREK MICHAL; Müller, Henning; Kirchhoff, Yannick; R., Rokuss Maximilian; Maier-Hein, Klaus; Han, Jaehwan; Kim, Wan; Ahn, Hong-Gi; Szczepanski, Tomasz; Grzeszczyk Michal, K.; Korzeniowski, Przemyslaw; Caselles Ballester Vicent amd Paolo Burgos-Artizzu, Xavier; Prados Carrasco, Ferran; Berge’, Stefaan; van Ginneken, Bram; Anesi, Alex; Re, ; Grana, Costantino "Segmenting the Inferior Alveolar Canal in CBCTs Volumes: the ToothFairy Challenge" IEEE TRANSACTIONS ON MEDICAL IMAGING, pp. 1 -17 , 2024 | DOI: 10.1109/TMI.2024.3523096 Journal
8 Li, Jianning; Zhou, Zongwei; Yang, Jiancheng; Pepe, Antonio; Gsaxner, Christina; Luijten, Gijs; Qu, Chongyu; Zhang, Tiezheng; Chen, Xiaoxi; Li, Wenxuan; Wodzinski, MAREK MICHAL; Friedrich, Paul; Xie, Kangxian; Jin, Yuan; Ambigapathy, Narmada; Nasca, Enrico; Solak, Naida; Melito Gian, Marco; Duc Vu, Viet; Memon Afaque, R.; Schlachta, Christopher; De Ribaupierre, Sandrine; Patel, Rajnikant; Eagleson, Roy; Chen Xiaojun Mächler, Heinrich; Kirschke Jan, Stefan; de la Rosa, Ezequiel; Christ Patrick, Ferdinand; Hongwei Bran, Li; Ellis David, G.; Aizenberg Michele, R.; Gatidis, Sergios; Küstner, Thomas; Shusharina, Nadya; Heller, Nicholas; Rearczyk, Vincent; Depeursinge, Adrien; Hatt, Mathieu; Sekuboyina, Anjany; Löffler Maximilian, T.; Liebl, Hans; Dorent, Reuben; Vercauteren, Tom; Shapey, Jonathan; Kujawa, Aaron; Cornelissen, Stefan; Langenhuizen, Patrick; Ben-Hamadou, Achraf; Rekik, Ahmed; Pujades, Sergi; Boyer, Edmond; Bolelli, Federico; Grana, Costantino; Lumetti, Luca; Salehi, Hamidreza; Ma, Jun; Zhang, Yao; Gharleghi, Ramtin; Beier, Susann; Sowmya, Arcot; Garza-Villarreal Eduardo, A.; Balducci, Thania; Angeles-Valdez, Diego; Souza, Roberto; Rittner, Leticia; Frayne, Richard; Ji, Yuanfeng; Ferrari, Vincenzo; Chatterjee, Soumick; Dubost, Florian; Schreiber, Stefanie; Mattern, Hendrik; Speck, Oliver; Haehn, Daniel; John, Christoph; Nürnberger, Reas; Pedrosa, João; Ferreira, Carlos; Aresta, Guilherme; Cunha, António; Campilho, Aurélio; Suter, Yannick; Jose, Garcia; Lalande, Alain; Vandenbossche, Vicky; Van Oevelen, Aline; Duquesne, Kate; Mekhzoum, Hamza; Vandemeulebroucke, Jef; Audenaert, Emmanuel; Krebs, Claudia; van Leeuwen, Timo; Vereecke, Evie; Heidemeyer, Hauke; Röhrig, Rainer; Hölzle, Frank; Badeli, Vahid; Krieger, Kathrin; Gunzer, Matthias; Chen, Jianxu; van Meegdenburg, Timo; Dada, Amin; Balzer, Miriam; Fragemann, Jana; Jonske, Frederic; Rempe, Moritz; Malorodov, Stanislav; Bahnsen Fin, H.; Seibold, Constantin; Jaus, Alexander; Marinov, Zdravko; Jaeger, Paul; Stiefelhagen, Rainer; Santos Ana, Sofia; Lindo, Mariana; Ferreira, Ré; Alves, Victor; Kamp, Michael; Abourayya, Amr; Nensa, Felix; Hörst, Fabian; Brehmer, Alexander; Heine, Lukas; Hanusrichter, Yannik; Weßling, Martin; Dudda, Marcel; Podleska Lars, E.; Fink Matthias, A.; Keyl, Julius; Tserpes, Konstantinos; Kim, Moon-Sung; Elhabian, Shireen; Lamecker, Hans; Zukic, Dženan; Paniagua, Beatriz; Wachinger, Christian; Urschler, Martin; Duong, Luc; Wasserthal, Jakob; Hoyer Peter, F.; Basu, Oliver; Maal, Thomas; Witjes Max, H. J.; Schiele, Gregor; Chang, Ti-chiun; Ahmadi, Seyed-Ahmad; Luo, Ping; Menze, Bjoern; Reyes, Mauricio; Deserno Thomas, M.; Davatzikos, Christos; Puladi, Behrus; Fua, Pascal; Yuille Alan, L.; Kleesiek, Jens; Egger, Jan "MedShapeNet – a large-scale dataset of 3D medical shapes for computer vision" BIOMEDIZINISCHE TECHNIK, vol. 70, pp. 71 -90 , 2024 | DOI: 10.1515/bmt-2024-0396 Journal
9 Lumetti, Luca; Pipoli, Vittorio; Bolelli, Federico; Ficarra, Elisa; Grana, Costantino "Location Matters: Harnessing Spatial Information to Enhance the Segmentation of the Inferior Alveolar Canal in CBCTs" 2024 27th International Conference on Pattern Recognition (ICPR), Kolkata, India, Dec 01-05, 2024 Conference
10 Bolelli, Federico; Lumetti, Luca; Marchesini, Kevin; Candeloro, Ettore; Grana, Costantino "Investigating the ABCDE Rule in Convolutional Neural Networks" 2024 27th International Conference on Pattern Recognition (ICPR), Kolkata, India, Dec 01-05, 2024 Conference
11 Rosati, Gabriele; Marchesini, Kevin; Lumetti, Luca; Sartori, Federica; Balboni, Beatrice; Begarani, Filippo; Vescovi, Luca; Bolelli, Federico; Grana, Costantino "Identifying Impurities in Liquids of Pharmaceutical Vials" 2024 27th International Conference on Pattern Recognition (ICPR), Kolkata, India, Dec 01-05, 2024 Conference
12 Vezzali, Enrico; Bolelli, Federico; Santi, Stefano; Grana, Costantino "BarBeR: A Barcode Benchmarking Repository" 2024 27th International Conference on Pattern Recognition (ICPR), Kolkata, India, Dec 01-05, 2024 Conference
13 Bolelli, Federico; Allegretti, Stefano; Lumetti, Luca; Grana, Costantino "A State-of-the-Art Review with Code about Connected Components Labeling on GPUs" IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, pp. 1 -20 , 2024 | DOI: 10.1109/TPDS.2024.3434357 Journal
14 Lumetti, Luca; Pipoli, Vittorio; Bolelli, Federico; Ficarra, Elisa; Grana, Costantino "Enhancing Patch-Based Learning for the Segmentation of the Mandibular Canal" IEEE ACCESS, vol. 12, pp. 79014 -79024 , 2024 | DOI: 10.1109/ACCESS.2024.3408629 Journal
15 Perliti Scorzoni, Paolo; Giovanetti, Anita; Bolelli, Federico; Grana, Costantino "Sustainable Use of Resources in Hospitals: A Machine Learning-Based Approach to Predict Prolonged Length of Stay at the Time of Admission" Proceedings of 12th IHIET International Conference, Venice, Italy, Aug 26-28, 2024 | DOI: 10.54941/ahfe1005520 Conference
16 Bianchi, G.; Puliatti, S.; Rodriguez, N.; Micali, S.; Bertoni, L.; Reggiani Bonetti, L.; Caramaschi, S.; Bolelli, F.; Pinamonti, M.; Rozze, D.; Grana, C. "Artificial intelligence evaluation of confocal microscope prostate images: our preliminary experience" MINERVA UROLOGY AND NEPHROLOGY, vol. 75, pp. 545 -547 , 2023 | DOI: 10.23736/S2724-6051.23.05538-6 Journal
17 Lumetti, L.; Pipoli, V.; Bolelli, F.; Grana, C. "Annotating the Inferior Alveolar Canal: The Ultimate Tool" ICIAP 2023: Image Analysis and Processing, vol. 14233 LNCS, Udine, Italy, pp. 525 -536 , Sep 11-15, 2023 | DOI: 10.1007/978-3-031-43148-7_44 Conference
18 Lumetti, Luca; Pipoli, Vittorio; Bolelli, Federico; Grana, Costantino "Annotating the Inferior Alveolar Canal: the Ultimate Tool" Image Analysis and Processing - ICIAP 2023, vol. 14233, Udine, Italy, pp. 525 -536 , Sep 11-15, 2023 | DOI: 10.1007/978-3-031-43148-7_44 Conference
19 Allegretti, Stefano "Ottimizzazione di Algoritmi di Etichettatura di Componenti Connesse" 2023 Other
20 Di Bartolomeo, Mattia; Pellacani, Arrigo; Bolelli, Federico; Cipriano, Marco; Lumetti, Luca; Negrello, Sara; Allegretti, Stefano; Minafra, Paolo; Pollastri, Federico; Nocini, Riccardo; Colletti, Giacomo; Chiarini, Luigi; Grana, Costantino; Anesi, Alexandre "Inferior Alveolar Canal Automatic Detection with Deep Learning CNNs on CBCTs: Development of a Novel Model and Release of Open-Source Dataset and Algorithm" APPLIED SCIENCES, vol. 13, pp. 1 -18 , 2023 | DOI: 10.3390/app13053271 Journal
21 Cipriano, Marco; Allegretti, Stefano; Bolelli, Federico; Pollastri, Federico; Grana, Costantino "Improving Segmentation of the Inferior Alveolar Nerve through Deep Label Propagation" Proceedings of 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), vol. 2022-, New Orleans, Louisiana, USA, pp. 21105 -21114 , Jun 19-24, 2022 | DOI: 10.1109/CVPR52688.2022.02046 Conference
22 Bolelli, Federico; Allegretti, Stefano; Grana, Costantino "Connected Components Labeling on Bitonal Images" Proceedings of the 21st International Conference on Image Analysis and Processing (ICIAP 2021), vol. 13232, Lecce, Italy, pp. 347 -357 , May 23-27, 2022 | DOI: 10.1007/978-3-031-06430-2_29 Conference
23 Testa, F.; Fontana, F.; Pollastri, F.; Chester, J.; Leonelli, M.; Giaroni, F.; Gualtieri, F.; Bolelli, F.; Mancini, E.; Nordio, M.; Sacco, P.; Ligabue, G.; Giovanella, S.; Ferri, M.; Alfano, G.; Gesualdo, L.; Cimino, S.; Donati, G.; Grana, C.; Magistroni, R. "Automated Prediction of Kidney Failure in IgA Nephropathy with Deep Learning from Biopsy Images" CLINICAL JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, vol. 17, pp. 1316 -1324 , 2022 | DOI: 10.2215/CJN.01760222 Journal
24 Oniga, D.; Cantalupo, B.; Tartaglione, E.; Perlo, D.; Grangetto, M.; Aldinucci, M.; Bolelli, F.; Pollastri, F.; Cancilla, M.; Canalini, L.; Grana, C.; Alcalde, C. M.; Cardillo, F. A.; Florea, M. "Applications of AI and HPC in the Health Domain" HPC, Big Data, and AI Convergence Towards Exascale: Challenge and Vision, pp. 217 -239 , 2022 | DOI: 10.1201/9781003176664-11 Chapter in Book
25 Bolelli, Federico; Allegretti, Stefano; Grana, Costantino "Quest for Speed: The Epic Saga of Record-Breaking on OpenCV Connected Components Extraction" ICIAP 2022: Image Analysis and Processing. ICIAP 2022 Workshops, vol. 13374, Lecce, pp. 107 -118 , 23-27 May 2022, 2022 | DOI: 10.1007/978-3-031-13324-4_10 Conference
26 Pollastri, Federico; Cipriano, Marco; Bolelli, Federico; Grana, Costantino "Long-Range 3D Self-Attention for MRI Prostate Segmentation" 2022 IEEE 19th International Symposium on Biomedical Imaging (ISBI), vol. 2022-, Kolkata, India, Mar 28-31, 2022 | DOI: 10.1109/ISBI52829.2022.9761448 Conference
27 Pollastri, Federico "Utilizzo del Deep Learning nella Analisi di Immagini Dermoscopiche" 2022 Other
28 Cipriano, Marco; Allegretti, Stefano; Bolelli, Federico; Di Bartolomeo, Mattia; Pollastri, Federico; Pellacani, Arrigo; Minafra, Paolo; Anesi, Alexandre; Grana, Costantino "Deep Segmentation of the Mandibular Canal: a New 3D Annotated Dataset of CBCT Volumes" IEEE ACCESS, vol. 10, pp. 11500 -11510 , 2022 | DOI: 10.1109/ACCESS.2022.3144840 Journal
29 Bolelli, Federico; Allegretti, Stefano; Grana, Costantino "One DAG to Rule Them All" IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 44, pp. 3647 -3658 , 2022 | DOI: 10.1109/TPAMI.2021.3055337 Journal
30 Allegretti, Stefano; Bolelli, Federico; Pollastri, Federico; Longhitano, Sabrina; Pellacani, Giovanni; Grana, Costantino "Supporting Skin Lesion Diagnosis with Content-Based Image Retrieval" 2020 25th International Conference on Pattern Recognition (ICPR), Milan, Italy, pp. 8053 -8060 , Jan 10-15, 2021 | DOI: 10.1109/ICPR48806.2021.9412419 Conference
31 Wonsang, Lee; Allegretti, Stefano; Bolelli, Federico; Grana, Costantino "Fast Run-Based Connected Components Labeling for Bitonal Images" 2020 Joint 10th International Conference on Informatics, Electronics & Vision (ICIEV) and 2020 5th International Conference on Imaging, Vision & Pattern Recognition (icIVPR), Kitakyushu, Fukuoka, Japan, Aug 16-20, 2021 | DOI: 10.1109/ICIEVicIVPR52578.2021.9564149 Conference
32 Aldinucci, Marco; Atienza, David; Bolelli, Federico; Caballero, Mónica; Colonnelli, Iacopo; Flich, José; Gómez, Jon A.; González, David; Grana, Costantino; Grangetto, Marco; Leo, Simone; López, Pedro; Oniga, Dana; Paredes, Roberto; Pireddu, Luca; Quiñones, Eduardo; Silva, Tatiana; Tartaglione, Enzo; Zapater, Marina "The DeepHealth Toolkit: A Key European Free and Open-Source Software for Deep Learning and Computer Vision Ready to Exploit Heterogeneous HPC and Cloud Architectures" Technologies and Applications for Big Data Value, pp. 183 -202 , 2021 | DOI: 10.1007/978-3-030-78307-5_9 Chapter in Book
33 Bolelli, Federico; Allegretti, Stefano; Grana, Costantino "A Heuristic-Based Decision Tree for Connected Components Labeling of 3D Volumes: Implementation and Reproducibility Notes" Reproducible Research in Pattern Recognition, vol. 12636, Milan, Italy, pp. 139 -145 , Jan 10-15, 2021 | DOI: 10.1007/978-3-030-76423-4_9 Conference
34 Mercadante, Cristian; Cipriano, Marco; Bolelli, Federico; Pollastri, Federico; Di Bartolomeo, Mattia; Anesi, Alexandre; Grana, Costantino "A Cone Beam Computed Tomography Annotation Tool for Automatic Detection of the Inferior Alveolar Nerve Canal" Proceedings of the 16th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications - Volume 4: VISAPP, vol. 4, Vienna, Austria, pp. 724 -731 , Feb 8-10, 2021 | DOI: 10.5220/0010392307240731 Conference
35 Pollastri, Federico; Parreño, Mario; Maroñas, Juan; Bolelli, Federico; Paredes, Roberto; Ramos, Daniel; Grana, Costantino "A Deep Analysis on High Resolution Dermoscopic Image Classification" IET COMPUTER VISION, vol. 15, pp. 514 -526 , 2021 | DOI: 10.1049/cvi2.12048 Journal
36 Cancilla, Michele; Canalini, Laura; Bolelli, Federico; Allegretti, Stefano; Carrión, Salvador; Paredes, Roberto; Ander Gómez, Jon; Leo, Simone; Enrico Piras, Marco; Pireddu, Luca; Badouh, Asaf; Marco-Sola, Santiago; Alvarez, Lluc; Moreto, Miquel; Grana, Costantino "The DeepHealth Toolkit: A Unified Framework to Boost Biomedical Applications" 2020 25th International Conference on Pattern Recognition (ICPR), Milan, Italy, pp. 9881 -9888 , Jan 10-15, 2021 | DOI: 10.1109/ICPR48806.2021.9411954 Conference
37 Pollastri, Federico; Maroñas, Juan; Bolelli, Federico; Ligabue, Giulia; Paredes, Roberto; Magistroni, Riccardo; Grana, Costantino "Confidence Calibration for Deep Renal Biopsy Immunofluorescence Image Classification" 2020 25th International Conference on Pattern Recognition (ICPR), Milan, Italy, pp. 1298 -1305 , Jan 10-15, 2021 | DOI: 10.1109/ICPR48806.2021.9412685 Conference
38 Söchting, Maximilian; Allegretti, Stefano; Bolelli, Federico; Grana, Costantino "A Heuristic-Based Decision Tree for Connected Components Labeling of 3D Volumes" 2020 25th International Conference on Pattern Recognition (ICPR), Milan, Italy, pp. 7751 -7758 , Jan 10-15, 2021 | DOI: 10.1109/ICPR48806.2021.9413096 Conference
39 Bolelli, Federico; Cancilla, Michele; Baraldi, Lorenzo; Grana, Costantino "Towards Reliable Experiments on the Performance of Connected Components Labeling Algorithms" JOURNAL OF REAL-TIME IMAGE PROCESSING, vol. 17, pp. 229 -244 , 2020 | DOI: 10.1007/s11554-018-0756-1 Journal
40 Allegretti, Stefano; Bolelli, Federico; Grana, Costantino "A Warp Speed Chain-Code Algorithm Based on Binary Decision Trees" 2020 Joint 10th International Conference on Informatics, Electronics & Vision (ICIEV) and 2020 5th International Conference on Imaging, Vision & Pattern Recognition (icIVPR), Kitakyushu, Fukuoka, Japan, pp. 1 -8 , Aug 26-29, 2020 | DOI: 10.1109/ICIEVicIVPR48672.2020.9306532 Conference
41 Ligabue, Giulia; Pollastri, Federico; Fontana, Francesco; Leonelli, Marco; Furci, Luciana; Giovanella, Silvia; Alfano, Gaetano; Cappelli, Gianni; Testa, Francesca; Bolelli, Federico; Grana, Costantino; Magistroni, Riccardo "Evaluation of the Classification Accuracy of the Kidney Biopsy Direct Immunofluorescence through Convolutional Neural Networks" CLINICAL JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, vol. 15, pp. 1445 -1454 , 2020 | DOI: 10.2215/CJN.03210320 Journal
42 Bolelli, Federico "Ottimizzazione di Algoritmi per l’Elaborazione di Immagini Binarie" 2020 Other
43 Bolelli, Federico; Allegretti, Stefano; Baraldi, Lorenzo; Grana, Costantino "Spaghetti Labeling: Directed Acyclic Graphs for Block-Based Connected Components Labeling" IEEE TRANSACTIONS ON IMAGE PROCESSING, vol. 29, pp. 1999 -2012 , 2020 | DOI: 10.1109/TIP.2019.2946979 Journal
44 Allegretti, Stefano; Bolelli, Federico; Grana, Costantino "Optimized Block-Based Algorithms to Label Connected Components on GPUs" IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS, vol. 31, pp. 423 -438 , 2020 | DOI: 10.1109/TPDS.2019.2934683 Journal
45 Pollastri, Federico; Bolelli, Federico; Paredes Palacios, Roberto; Grana, Costantino "Augmenting data with GANs to segment melanoma skin lesions" MULTIMEDIA TOOLS AND APPLICATIONS, vol. 79, pp. 15575 -15592 , 2020 | DOI: 10.1007/s11042-019-7717-y Journal
46 Bolelli, Federico; Grana, Costantino "Improving the Performance of Thinning Algorithms with Directed Rooted Acyclic Graphs" Image Analysis and Processing – ICIAP 2019, vol. 11752, Trento, Italy, pp. 148 -158 , Sep 9-13, 2019 | DOI: 10.1007/978-3-030-30645-8_14 Conference
47 Allegretti, Stefano; Bolelli, Federico; Cancilla, Michele; Grana, Costantino "A Block-Based Union-Find Algorithm to Label Connected Components on GPUs" Image Analysis and Processing – ICIAP 2019, vol. 11752, Trento, Italy, pp. 271 -281 , Sep 9-13, 2019 | DOI: 10.1007/978-3-030-30645-8_25 Conference
48 Canalini, Laura; Pollastri, Federico; Bolelli, Federico; Cancilla, Michele; Allegretti, Stefano; Grana, Costantino "Skin Lesion Segmentation Ensemble with Diverse Training Strategies" Computer Analysis of Images and Patterns, vol. 11678, Salerno, Italy, pp. 89 -101 , Sep 3-5, 2019 | DOI: 10.1007/978-3-030-29888-3_8 Conference
49 Allegretti, Stefano; Bolelli, Federico; Cancilla, Michele; Pollastri, Federico; Canalini, Laura; Grana, Costantino "How does Connected Components Labeling with Decision Trees perform on GPUs?" Computer Analysis of Images and Patterns, vol. 11678, Salerno, Italy, pp. 39 -51 , Sep 3-5, 2019 | DOI: 10.1007/978-3-030-29888-3_4 Conference
50 Bolelli, Federico; Cancilla, Michele; Baraldi, Lorenzo; Grana, Costantino "Connected Components Labeling on DRAGs: Implementation and Reproducibility Notes" Reproducible Research in Pattern Recognition, vol. 11455, Beijing, China, pp. 89 -93 , Aug 20-24, 2019 | DOI: 10.1007/978-3-030-23987-9_7 Conference
51 Bolelli, Federico; Baraldi, Lorenzo; Grana, Costantino "A Hierarchical Quasi-Recurrent approach to Video Captioning" 2018 IEEE International Conference on Image Processing, Applications and Systems (IPAS), Inria Sophia Antipolis, France, pp. 162 -167 , Dec 12-14, 2018 | DOI: 10.1109/IPAS.2018.8708893 Conference
52 Bolelli, Federico; Baraldi, Lorenzo; Cancilla, Michele; Grana, Costantino "Connected Components Labeling on DRAGs" 2018 24th International Conference on Pattern Recognition (ICPR), vol. 2018-, Beijing, China, pp. 121 -126 , Aug 20-24, 2018 | DOI: 10.1109/ICPR.2018.8545505 Conference
53 Baraldi, Lorenzo; Cornia, Marcella; Grana, Costantino; Cucchiara, Rita "Aligning Text and Document Illustrations: towards Visually Explainable Digital Humanities" Proceedings of the 24th International Conference on Pattern Recognition, Beijing, China, pp. 1097 -1102 , August 20th-24th, 2018, 2018 | DOI: 10.1109/ICPR.2018.8545064 Conference
54 Bertacchi, Silvia; Al Jawarneh, Isam Mashhour; Apollonio, Fabrizio Ivan; Bertacchi, Gianna; Cancilla, Michele; Foschini, Luca; Grana, Costantino; Martuscelli, Giuseppe; Montanari, Rebecca "SACHER Project: A Cloud Platform and Integrated Services for Cultural Heritage and for Restoration" Goodtechs '18 Proceedings of the 4th EAI International Conference on Smart Objects and Technologies for Social Good, Bologna, Italy, pp. 283 -288 , Nov 28-30, 2018 | DOI: 10.1145/3284869.3284871 Conference
55 Allegretti, Stefano; Bolelli, Federico; Cancilla, Michele; Grana, Costantino "Optimizing GPU-Based Connected Components Labeling Algorithms" 2018 IEEE International Conference on Image Processing, Applications and Systems (IPAS), Inria Sophia Antipolis, France, pp. 175 -180 , Dec 12-14, 2018 | DOI: 10.1109/IPAS.2018.8708900 Conference
56 Pollastri, Federico; Bolelli, Federico; Paredes, Roberto; Grana, Costantino "Improving Skin Lesion Segmentation with Generative Adversarial Networks" 2018 IEEE 31st International Symposium on Computer-Based Medical Systems (CBMS), vol. 2018-, Karlstad, Sweden, pp. 442 -443 , Jun 18-21, 2018 | DOI: 10.1109/CBMS.2018.00086 Conference
57 Bolelli, Federico; Borghi, Guido; Grana, Costantino "XDOCS: An Application to Index Historical Documents" Digital Libraries and Multimedia Archives, vol. 806, Udine, Italy, pp. 151 -162 , Jan 25-26, 2018 | DOI: 10.1007/978-3-319-73165-0_15 Conference
58 Baraldi, Lorenzo; Grana, Costantino; Cucchiara, Rita "Recognizing and Presenting the Storytelling Video Structure with Deep Multimodal Networks" IEEE TRANSACTIONS ON MULTIMEDIA, vol. 19, pp. 955 -968 , 2017 | DOI: 10.1109/TMM.2016.2644872 Journal
59 Baraldi, Lorenzo; Grana, Costantino; Cucchiara, Rita "Hierarchical Boundary-Aware Neural Encoder for Video Captioning" Computer Vision and Pattern Recognition (CVPR), 2017 IEEE Conference on, vol. 2017-, Honolulu, Hawaii, pp. 3185 -3194 , July, 22-25, 2017 | DOI: 10.1109/CVPR.2017.339 Conference
60 Baraldi, Lorenzo; Grana, Costantino; Cucchiara, Rita "NeuralStory: an Interactive Multimedia System for Video Indexing and Re-use" Proceedings of the 15th International Workshop on Content-Based Multimedia Indexing, Florence, Italy, 19-21 June 2017, 2017 | DOI: 10.1145/3095713.3095735 Conference
61 Balducci, Fabrizio; Grana, Costantino; Cucchiara, Rita "Affective level design for a role-playing videogame evaluated by a brain–computer interface and machine learning methods" THE VISUAL COMPUTER, vol. 33, pp. 413 -427 , 2017 | DOI: 10.1007/s00371-016-1320-2 Journal
62 Corbelli, Andrea; Baraldi, Lorenzo; Balducci, Fabrizio; Grana, Costantino; Cucchiara, Rita "Layout analysis and content classification in digitized books" Digital Libraries and Multimedia Archives, vol. 701, Firenze, pp. 153 -165 , Feb. 4-5, 2017 | DOI: 10.1007/978-3-319-56300-8_14 Conference
63 Grana, C.; Baraldi, L. "Preface" Communications in Computer and Information Science, vol. 733, Modena; Italy, pp. 5 -6 , 26 - 27 gennaio 2017, 2017 Conference
64 Apollonio, F. I.; Rizzo, F.; Bertacchi, S.; Dall'Osso, G.; Corbelli, A.; Grana, C. "SACHER: Smart Architecture for Cultural Heritage in Emilia Romagna" Communications in Computer and Information Science, vol. 733, ita, pp. 142 -156 , 2017, 2017 | DOI: 10.1007/978-3-319-68130-6_12 Conference
65 Baraldi, Lorenzo; Grana, Costantino; Cucchiara, Rita "A Video Library System Using Scene Detection and Automatic Tagging" Digital Libraries and Archives, vol. 733, Modena, January 26-27, 2017, 2017 | DOI: 10.1007/978-3-319-68130-6_5 Conference
66 Balducci, Fabrizio; Grana, Costantino "Affective Classication of Gaming Activities Coming From RPG Gaming Sessions" E-Learning and Games, vol. 10345, Bournemouth (UK), pp. 93 -100 , 26-28 June 2017, 2017 | DOI: 10.1007/978-3-319-65849-0_11 Conference
67 Balducci, Fabrizio; Grana, Costantino "Pixel classification methods to detect skin lesions on dermoscopic medical images" Image Analysis and Processing, vol. 10485, Catania, pp. 444 -455 , 11-15 September 2017, 2017 | DOI: 10.1007/978-3-319-68548-9_41 Conference
68 Bolelli, Federico; Cancilla, Michele; Grana, Costantino "Two More Strategies to Speed Up Connected Components Labeling Algorithms" Image Analysis and Processing - ICIAP 2017, vol. 10485, Catania, pp. 48 -58 , Sep 11-15, 2017 | DOI: 10.1007/978-3-319-68548-9_5 Conference
69 Bolelli, Federico; Borghi, Guido; Grana, Costantino "Historical Handwritten Text Images Word Spotting through Sliding Window HOG Features" Image Analysis and Processing - ICIAP 2017, vol. 10484, Catania, Italy, pp. 729 -738 , Sep 11-15, 2017 | DOI: 10.1007/978-3-319-68560-1_65 Conference
70 Manfredi, Marco; Grana, Costantino; Cucchiara, Rita; Smeulders, Arnold W. M. "Segmentation models diversity for object proposals" COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 158, pp. 40 -48 , 2017 | DOI: 10.1016/j.cviu.2016.06.005 Journal
71 Grana, Costantino; Bolelli, Federico; Baraldi, Lorenzo; Vezzani, Roberto "YACCLAB - Yet Another Connected Components Labeling Benchmark" 2016 23rd International Conference on Pattern Recognition (ICPR), Cancun, Mexico, pp. 3109 -3114 , Dec 4-8, 2016 | DOI: 10.1109/ICPR.2016.7900112 Conference
72 Corbelli, Andrea; Baraldi, Lorenzo; Grana, Costantino; Cucchiara, Rita "Historical Document Digitization through Layout Analysis and Deep Content Classification" Proceedings of the 23rd International Conference on Pattern Recognition, Cancun, Mexico, 4-8 Dec 2016, 2016 | DOI: 10.1109/ICPR.2016.7900272 Conference
73 Grana, Costantino; Serra, Giuseppe; Manfredi, Marco; Coppi, Dalia; Cucchiara, Rita "Layout analysis and content enrichment of digitized books" MULTIMEDIA TOOLS AND APPLICATIONS, vol. 75, pp. 3879 -3900 , 2016 | DOI: 10.1007/s11042-014-2360-0 Journal
74 Grana, Costantino; Baraldi, Lorenzo; Bolelli, Federico "Optimized Connected Components Labeling with Pixel Prediction" Advanced Concepts for Intelligent Vision Systems, vol. 10016, Lecce, Italy, pp. 431 -440 , Oct 24-27, 2016 | DOI: 10.1007/978-3-319-48680-2_38 Conference
75 Baraldi, Lorenzo; Grana, Costantino; Messina, Alberto; Cucchiara, Rita "A Browsing and Retrieval System for Broadcast Videos using Scene Detection and Automatic Annotation" Proceedings of the 2016 ACM on Multimedia Conference, Amsterdam, The Netherlands, pp. 733 -734 , 15 - 19 October 2016, 2016 | DOI: 10.1145/2964284.2973825 Conference
76 Baraldi, Lorenzo; Grana, Costantino; Cucchiara, Rita "Scene-driven Retrieval in Edited Videos using Aesthetic and Semantic Deep Features" Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, New York, USA, pp. 23 -29 , 6-9 Giugno 2016, 2016 | DOI: 10.1145/2911996.2912012 Conference
77 BARALDI, LORENZO; GRANA, Costantino; BORGHI, GUIDO; VEZZANI, Roberto; CUCCHIARA, Rita "Shot, scene and keyframe ordering for interactive video re-use" Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, vol. 4, Rome, pp. 626 -631 , Feb 27-29, 2016, 2016 | DOI: 10.5220/0005768706260631 Conference
78 Baraldi, Lorenzo; Grana, Costantino; Cucchiara, Rita "Analysis and Re-use of Videos in Educational Digital Libraries with Automatic Scene Detection" Digital Libraries on the Move, vol. 612, Bolzano, pp. 155 -164 , Jan. 29-30, 2016 | DOI: 10.1007/978-3-319-41938-1_16 Conference
79 Grana, C.; Serra, G. "Guest editorial: Multimedia for cultural heritage" MULTIMEDIA TOOLS AND APPLICATIONS, vol. 75, pp. 3561 -3563 , 2016 | DOI: 10.1007/s11042-016-3379-1 Journal
80 Baraldi, L.; Grana, C.; Borghi, G.; Vezzani, R.; Cucchiara, R. "Shot, scene and keyframe ordering for interactive video re-use" VISIGRAPP 2016 - Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, vol. 2016, Rome, pp. 626 -631 , Feb 27-29, 2016, 2016 | DOI: 10.5220/0005768706260631 Conference
81 Grana, C.; Serra, G. "Guest editorial: Multimedia for cultural heritage" MULTIMEDIA TOOLS AND APPLICATIONS, vol. 75, pp. 3561 -3563 , 2016 | DOI: 10.1007/s11042-016-3379-1 Journal
82 Ulrich, Martina; Themstrup, Lotte; de Carvalho, Nathalie; Manfredi, Marco; Grana, Costantino; Ciardo, Silvana; Kästle, Raphaela; Holmes, Jon; Whitehead, Richard; Jemec, Gregor B. E; Pellacani, Giovanni; Welzel, Julia "Dynamic Optical Coherence Tomography in Dermatology" DERMATOLOGY, vol. 232, pp. 298 -311 , 2016 | DOI: 10.1159/000444706 Journal
83 Manfredi, Marco; Grana, Costantino; Pellacani, Giovanni "Skin Surface Reconstruction and 3D Vessels Segmentation in Speckle Variance Optical Coherence Tomography" Proceedings of the 11th Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, vol. 4, Roma, pp. 234 -240 , Feb. 27-29, 2016 | DOI: 10.5220/0005758702340240 Conference
84 Baraldi, Lorenzo; Grana, Costantino; Cucchiara, Rita "A Deep Siamese Network for Scene Detection in Broadcast Videos" Proceedings of the 23rd ACM international conference on Multimedia, Brisbane, Australia, pp. 1199 -1202 , 26-30 October 2015, 2015 | DOI: 10.1145/2733373.2806316 Conference
85 Baraldi, Lorenzo; Grana, Costantino; Cucchiara, Rita "Shot and Scene Detection via Hierarchical Clustering for Re-using Broadcast Video" Computer Analysis of Images and Patterns. Part I, vol. 9256, Valletta, Malta, pp. 801 -811 , 2-4 September 2015, 2015 | DOI: 10.1007/978-3-319-23192-1_67 Conference
86 Balducci, Fabrizio; Grana, Costantino; Cucchiara, Rita "Classification of Affective Data to Evaluate the Level Design in a Role-Playing Videogame" VS-Games 2015 - 7th International Conference on Games and Virtual Worlds for Serious Applications, University of Skovde, swe, pp. 1 -8 , 16-18 September 2015, 2015 | DOI: 10.1109/VS-GAMES.2015.7295766 Conference
87 Baraldi, Lorenzo; Grana, Costantino; Cucchiara, Rita "Scene segmentation using temporal clustering for accessing and re-using broadcast video" Proceedings - IEEE International Conference on Multimedia and Expo, vol. 2015-, Torino, Italia, pp. 1 -6 , 2015, 2015 | DOI: 10.1109/ICME.2015.7177476 Conference
88 Baraldi, Lorenzo; Grana, Costantino; Cucchiara, Rita "Measuring scene detection performance" Pattern Recognition and Image Analysis, vol. 9117, Santiago de Compostela, Spain, pp. 395 -403 , 17-19 June 2015, 2015 | DOI: 10.1007/978-3-319-19390-8_45 Conference
89 Serra, Giuseppe; Grana, Costantino; Manfredi, Marco; Cucchiara, Rita "GOLD: Gaussians of Local Descriptors for Image Representation" COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 134, pp. 22 -32 , 2015 | DOI: 10.1016/j.cviu.2015.01.005 Journal
90 Marghoob, A. A.; Soyer, H. P.; Curiel, C.; Dasilva, D.; High, W. A.; Morrison, L. H.; Zirato, J.; Kittler, H.; Argenziano, G.; Braun, R. P.; Haenssle, H.; Menzies, S. W.; Puig, S.; Scope, A.; Stolz, W.; Thomas, L.; Zalaudek, I.; Malvehy, J.; Abedini, M.; Chen, Q.; Garnavi, R.; Sun, X.; Canfield, D.; Codella, N. C. F.; Garcia, R.; Quintana, J.; Grana, C.; Pellacani, G.; Josipovic, M.; Klar, P.; Mayer, A.; Molenda, M. A.; Mullani, N.; Skladnev, V.; Stoecker, W. V.; Hoffman-Wellenhof, R. "Standards in dermatologic imaging" JAMA DERMATOLOGY, vol. 151, pp. 819 -821 , 2015 | DOI: 10.1001/jamadermatol.2015.32 Journal
91 A., Rozza; Serra, Giuseppe; Grana, Costantino "Truncated Isotropic Principal Component Classifier for Image Classification" Proceedings of the 21st International Conference on Image Processing, Paris, France, pp. 986 -990 , Oct. 27-30, 2014 Conference
92 Manfredi, Marco; Grana, Costantino; Cucchiara, Rita "Learning Superpixel Relations for Supervised Image Segmentation" Proceedings of the 21st International Conference on Image Processing, Paris, France, pp. 4437 -4441 , Oct. 27-30, 2014 | DOI: 10.1109/ICIP.2014.7025900 Conference
93 Manfredi, Marco; Grana, Costantino; Cucchiara, Rita "Learning Graph Cut Energy Functions for Image Segmentation" Proceedings of the 22nd International Conference on Pattern Recognition, Stockholm, Sweden, pp. 960 -965 , Aug. 24-28, 2014 | DOI: 10.1109/ICPR.2014.175 Conference
94 Manfredi, Marco; Grana, Costantino; Calderara, Simone; Cucchiara, Rita "A complete system for garment segmentation and color classification" MACHINE VISION AND APPLICATIONS, vol. 25, pp. 955 -969 , 2014 | DOI: 10.1007/s00138-013-0580-3 Journal
95 Borghesani, Daniele; Grana, Costantino; Cucchiara, Rita "Miniature illustrations retrieval and innovative interaction for digital illuminated manuscripts" MULTIMEDIA SYSTEMS, vol. 20, pp. 65 -79 , 2014 | DOI: 10.1007/s00530-013-0315-3 Journal
96 Coppi, Dalia; Grana, Costantino; Cucchiara, Rita "Illustrations Segmentation in Digitized Documents Using Local Correlation Features" Proceedings of the 10th Italian Research Conference on Digital Libraries, PROCEDIA COMPUTER SCIENCE, vol. 38, Padova, pp. 76 -83 , Jan. 30-31, 2014 | DOI: 10.1016/j.procs.2014.10.014 Conference
97 Serra, Giuseppe; Grana, Costantino; Manfredi, Marco; Cucchiara, Rita "Covariance of Covariance Features for Image Classification" Proceedings of International Conference on Multimedia Retrieval, Glasgow, pp. 411 -414 , Apr 1-4, 2014 | DOI: 10.1145/2578726.2578781 Conference
98 Serra, Giuseppe; Grana, Costantino; Manfredi, Marco; Cucchiara, Rita "Modeling Local Descriptors with Multivariate Gaussians for Object and Scene Recognition" Proceedings of the 21th International Conference on Multimedia (ACM Multimedia 2013), Barcelona, Catalunya, Spain, pp. 709 -712 , Oct 21-25, 2013 | DOI: 10.1145/2502081.2502185 Conference
99 Fornaciari, Michele; Prati, Andrea; Grana, Costantino; Cucchiara, Rita "Lightweight Sign Recognition for Mobile Devices" Proceedings Of the Seventh ACM/IEEE International Conference on Distributed Smart Cameras (ICDSC 2013), Palm Spring, CA, pp. 124 -129 , Oct. 29 - Nov. 1, 2013 Conference
100 Grana, Costantino; Serra, Giuseppe; Manfredi, Marco; Cucchiara, Rita "Beyond Bag of Words for Concept Detection and Search of Cultural Heritage Archives" SISAP 2013, vol. 8199, A Coruna, esp, pp. 233 -244 , Oct 2-4, 2013 | DOI: 10.1007/978-3-642-41062-8_24 Conference
101 Grana, Costantino; Serra, Giuseppe; Manfredi, Marco; Cucchiara, Rita; Martoglia, Riccardo; Mandreoli, Federica "UNIMORE at ImageCLEF 2013: Scalable Concept Image Annotation" CLEF 2013 Working Notes, vol. 1179, Valencia, Spain, pp. - -- , Sep 23-26, 2013 Conference
102 Grana, Costantino; Serra, Giuseppe; Manfredi, Marco; Cucchiara, Rita "Image Classification with Multivariate Gaussian Descriptors" 17th International Conference on Image Analysis and Processing (ICIAP 2013), vol. 8157, Naples, ita, pp. 111 -120 , Sep 11-13, 2013 | DOI: 10.1007/978-3-642-41184-7_12 Conference
103 Manfredi, Marco; Grana, Costantino; Cucchiara, Rita "Automatic Single-Image People Segmentation and Removal for Cultural Heritage Imaging" New Trends in Image Analysis and Processing – ICIAP 2013, vol. LNCS 8158, Napoli, pp. 188 -197 , Sep 9, 2013 | DOI: 10.1007/978-3-642-41190-8_21 Conference
104 Grana, Costantino; Borghesani, Daniele; Manfredi, Marco; Cucchiara, Rita "A Fast Approach for Integrating ORB Descriptors in the Bag of Words Model" Multimedia Content and Mobile Devices, vol. 8667, Burlingame, California, USA, pp. 09-1 -09-8 , Feb 4-6, 2013 | DOI: 10.1117/12.2008460 Conference
105 Grana, Costantino; Montangero, Manuela; Borghesani, Daniele "Optimal Decision Trees for Local Image Processing Algorithms" PATTERN RECOGNITION LETTERS, vol. 33, pp. 2302 -2310 , 2012 | DOI: 10.1016/j.patrec.2012.08.015 Journal
106 Borghesani, Daniele; Grana, Costantino; Cucchiara, Rita "2D Images Map Warping for Improved User Interaction" Proceedings of the 21st International Conference on Pattern Recognition (ICPR 2012), Tsukuba, jpn, pp. 1096 -1099 , Nov 11-15, 2012 Conference
107 Grana, Costantino; Calderara, Simone; Borghesani, Daniele; Cucchiara, Rita "Learning Non-Target Items for Interesting Clothes Segmentation in Fashion Images" Proceedings of the 21st International Conference on Pattern Recognition (ICPR 2012), Tsukuba, jpn, pp. 3317 -3320 , Nov 11-15, 2012 Conference
108 Grana, Costantino; Borghesani, Daniele; Cucchiara, Rita "Class-based color bag of words for fashion retrieval" Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, Melbourne, VIC, aus, pp. 444 -449 , Jul 9-13, 2012 | DOI: 10.1109/ICME.2012.13 Conference
109 Grana, Costantino; Borghesani, Daniele; Santinelli, Paolo; Cucchiara, Rita "Veiling Luminance estimation on FPGA-based embedded smart camera" Proceedings of the 2012 IEEE Intelligent Vehicles Symposium (IV), Alcalá de Henares, Spain, pp. 334 -339 , Jun 3-7, 2012 | DOI: 10.1109/IVS.2012.6232154 Conference
110 Borghesani, Daniele; Grana, Costantino; Cucchiara, Rita "Towards Artistic Collections Navigation Tools based on Relevance Feedback" Multimedia for Cultural Heritage, vol. CCIS 247, Modena, Italy, pp. 143 -153 , May 3, 2012 | DOI: 10.1007/978-3-642-27978-2_13 Conference
111 Cucchiara, Rita; Grana, Costantino; Borghesani, Daniele; M., Agosti; A. D., Bagdanov "Multimedia for Cultural Heritage: Key Issues" Multimedia for Cultural Heritage, vol. CCIS 247, Modena, ita, pp. 206 -216 , May 3, 2012 | DOI: 10.1007/978-3-642-27978-2_18 Conference
112 Borghesani, Daniele; Grana, Costantino; Cucchiara, Rita "Relevance Feedback as an Interactive Navigation Tool" VISAPP 2012 - Proceedings of the International Conference on Computer Vision Theory and Applications, vol. 2, Rome, Italy, pp. 54 -59 , Feb 24-26, 2012 Conference
113 Grana, C.; Cucchiara, R. "Preface" Communications in Computer and Information Science, vol. 247, Modena, ita, 2011, 2012 Conference
114 Grana, C.; Cucchiara, R. "Preface" Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 247, Modena, ita, 2011, 2012 Conference
115 Grana, C.; Borghesani, D.; Cucchiara, R. "A human vs. machine challenge in fashion color classification" Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 7585, Florence, ita, pp. 631 -634 , 2012, 2012 | DOI: 10.1007/978-3-642-33885-4_69 Conference
116 Cucchiara, Rita; Grana, Costantino "Special Issue: Recent Achievements in Multimedia for Cultural Heritage - Guest Editorial" JOURNAL OF MULTIMEDIA, vol. 7, pp. 107 -108 , 2012 | DOI: 10.4304/jmm.7.2.107-108 Journal
117 Grana, Costantino; Montangero, Manuela; Borghesani, Daniele; Cucchiara, Rita "Optimal Decision Trees Generation from OR-Decision Tables" Image Analysis and Processing - ICIAP 2011, vol. 6978, Ravenna, ita, pp. 443 -452 , Sep 14-16, 2011 | DOI: 10.1007/978-3-642-24085-0_46 Conference
118 Borghesani, Daniele; Coppi, Dalia; Grana, Costantino; Calderara, Simone; Cucchiara, Rita "Feature Space Warping Relevance Feedback with Transductive Learning" Advanced Concepts for Intelligent Vision Systems, vol. LNCS 6915, Ghent, Belgium, pp. 70 -81 , Aug 22-25, 2011 | DOI: 10.1007/978-3-642-23687-7_7 Conference
119 Grana, Costantino; Borghesani, Daniele; Cucchiara, Rita "Automatic segmentation of digitalized historical manuscripts" MULTIMEDIA TOOLS AND APPLICATIONS, vol. 55, pp. 483 -506 , 2011 | DOI: 10.1007/s11042-010-0561-8 Journal
120 Cattini, Stefano; Grana, Costantino; Cucchiara, Rita; Rovati, Luigi "A low-cost system and calibration method for veiling luminance measurement" Proceedings of 2011 IEEE Instrumentation and Measurement Technology Conference (I2MTC), Binjiang, China, pp. 1355 -1360 , May 10-12, 2011 | DOI: 10.1109/IMTC.2011.5944133 Conference
121 Grana, Costantino; Borghesani, Daniele; Cucchiara, Rita "Relevance feedback strategies for artistic image collections tagging" Proceedings of the 1st ACM International Conference on Multimedia Retrieval, Trento, Italy, pp. 353 -360 , Apr 18-20, 2011 | DOI: 10.1145/1991996.1992041 Conference
122 Vezzani, Roberto; Grana, Costantino; Cucchiara, Rita "Probabilistic people tracking with appearance models and occlusion classification: The AD-HOC system" PATTERN RECOGNITION LETTERS, vol. 32, pp. 867 -877 , 2011 | DOI: 10.1016/j.patrec.2010.11.003 Journal
123 Decker, H.; Grana, C.; Perez, J. -C. "Workshop IMPRESS 2011: Preface" Proceedings - International Workshop on Database and Expert Systems Applications, DEXA, Toulouse, fra, pp. xxxiii -xxxiii , 2011, 2011 | DOI: 10.1109/DEXA.2011.114 Conference
124 Grana, C.; Montangero, M.; Borghesani, D.; Cucchiara, R. "Optimal decision trees generation from OR-decision tables" IMAGE ANALYSIS AND PROCESSING - ICIAP 2011, PT I, vol. 6978, ita, pp. 443 -452 , 2011, 2011 | DOI: 10.1007/978-3-642-24085-0_46 Conference
125 Grana, Costantino; Borghesani, Daniele; Cucchiara, Rita "Surfing on Artistic Documents with Visually Assisted Tagging" Proceedings of the 18th International Conference on Multimedia (ACM Multimedia 2010), Florence, Italy, pp. 1343 -1352 , Oct 25-29, 2010 | DOI: 10.1145/1873951.1874216 Conference
126 Borghesani, Daniele; Grana, Costantino; Cucchiara, Rita "Rerum Novarum: Interactive Exploration of Illuminated Manuscripts" Proceedings of the 18th International Conference on Multimedia (ACM Multimedia 2010), Florence, Italy, pp. 1621 -1623 , Oct 25-29, 2010 | DOI: 10.1145/1873951.1874304 Conference
127 Grana, Costantino; Borghesani, Daniele; Cucchiara, Rita "Decision Trees for Fast Thinning Algorithms" Proceedings of the 20th International Conference on Pattern Recognition - ICPR 2010, Istanbul, tur, pp. 2836 -2839 , Aug 23-27, 2010 | DOI: 10.1109/ICPR.2010.695 Conference
128 Grana, Costantino; Borghesani, Daniele; Cucchiara, Rita "Optimized Block-based Connected Components Labeling with Decision Trees" IEEE TRANSACTIONS ON IMAGE PROCESSING, vol. 19, pp. 1596 -1609 , 2010 | DOI: 10.1109/TIP.2010.2044963 Journal
129 Grana, Costantino; Borghesani, Daniele; Gualdi, Giovanni; Cucchiara, Rita "Bag-Of-Words Classification of Miniature Illustrations" Proceedings of the 11th International Workshop on Image Analysis for Multimedia Interactive Services, Desenzano del Garda, Brescia, Italy, pp. 61 -64 , Apr 12-14, 2010 Conference
130 Grana, Costantino; Borghesani, Daniele; Cucchiara, Rita "Improving classification and retrieval of illuminated manuscripts with semantic information" Digital Libraries, vol. 91, Padua, ita, pp. 183 -193 , Jan 28-29, 2010 | DOI: 10.1007/978-3-642-15850-6_18 Conference
131 Decker, H.; Grana, C.; Perez, J. C.; Vidal, E. "Message from the organizers" Proceedings - 21st International Workshop on Database and Expert Systems Applications, DEXA 2010, pp. xxv -xxv , 2010 | DOI: 10.1109/DEXA.2010.17 Other
132 H., Decker; Grana, Costantino; J. C., Pérez; E., Vidal "Message from the IMPRESS 2010 Workshop Chairs" Proceedings of the 21st International Workshop on Database and Expert Systems Applications (DEXA2010), Bilbao, Spain, pp. xxv -xxv , Aug 30 - Sep 3, 2010 Conference
133 Grana, Costantino; Borghesani, Daniele; Santinelli, Paolo; Cucchiara, Rita "High Performance Connected Components Labeling on FPGA" 2010 Workshops on Database and Expert Systems Applications, Bilbao, Spain, pp. 221 -225 , Sep 1, 2010 | DOI: 10.1109/DEXA.2010.57 Conference
134 Grana, Costantino; Borghesani, Daniele "Optimal decision tree synthesis for efficient neighborhood computation" AI*IA 2009: Emergent Perspectives in Artificial Intelligence, vol. 5883, Reggio Emilia, ita, pp. 92 -101 , Dec 9-12, 2009 | DOI: 10.1007/978-3-642-10291-2_10 Conference
135 Grana, Costantino; Borghesani, Daniele; Cucchiara, Rita "Fast Block Based Connected Components Labeling" Proceedings of the IEEE International Conference on Image Processing, Cairo, egy, pp. 4061 -4064 , Nov 7-12, 2009 | DOI: 10.1109/ICIP.2009.5413731 Conference
136 Grana, Costantino; Borghesani, Daniele; Cucchiara, Rita "Connected component labeling techniques on modern architectures" Image Analysis and Processing - ICIAP 2009, vol. 5716, Vietri sul Mare, ita, pp. 816 -824 , Sep 8-11, 2009 | DOI: 10.1007/978-3-642-04146-4_87 Conference
137 Borghesani, Daniele; Grana, Costantino; Cucchiara, Rita "Color features performance comparison for image retrieval" Image Analysis and Processing - ICIAP 2009, vol. 5716, Vietri sul Mare, ita, pp. 902 -910 , Sep 8-11, 2009 | DOI: 10.1007/978-3-642-04146-4_96 Conference
138 Grana, Costantino; Borghesani, Daniele; Cucchiara, Rita "Picture Extraction from Digitized Historical Manuscripts" Proceedings of ACM International Conference on Image and Video Retrieval (CIVR2009), Santorini Island, grc, pp. 169 -176 , Jul 8-10, 2009 | DOI: 10.1145/1646396.1646426 Conference
139 Grana, Costantino; Borghesani, Daniele; Cucchiara, Rita "Automatic Analysis of Historical Manuscripts" Pattern Recognition in Information Systems, Milano, pp. 93 -102 , May 7, 2009 Conference
140 M., Bertini; A., Del Bimbo; Serra, Giuseppe; C., Torniai; Cucchiara, Rita; Grana, Costantino; Vezzani, Roberto "Dynamic Pictorially Enriched Ontologies for Digital Video Libraries" IEEE MULTIMEDIA, vol. 16, pp. 42 -51 , 2009 | DOI: 10.1109/MMUL.2009.25 Journal
141 Grana, Costantino; Borghesani, Daniele; Cucchiara, Rita "Describing Texture Directions with Von Mises Distributions" Proceedings of the 19th International Conference on Pattern Recognition, Tampa, Florida, USA, pp. 1 -4 , Dec 8-11, 2008 | DOI: 10.1109/icpr.2008.4761821 Conference
142 Grana, Costantino; Borghesani, Daniele; Calderara, Simone; Cucchiara, Rita ""Inside the Bible": Segmentation, Annotation and Retrieval for a New Browsing Experience" Proceeding of the 1st ACM SIGMM International Conference on Multimedia Information Retrieval (MIR 2008), Vancouver, British Columbia, Canada, pp. 379 -386 , 2008, 2008 | DOI: 10.1145/1460096.1460158 Conference
143 Grana, Costantino; Vezzani, Roberto; Borghesani, Daniele; Cucchiara, Rita "Compressed Domain Features Extraction for Shot Characterization" Proceedings of the 1st International Workshop on Knowledge Acquisition from Multimedia Content, vol. 253, Genoa, ita, pp. 71 -80 , Dec 5, 2007 Conference
144 Grana, Costantino; Borghesani, Daniele; Cucchiara, Rita "Video Shots Comparison using the Mallows Distance" Eighteenth International Workshop on Database and Expert Systems Applications, Regensburg, Germany, pp. 49 -53 , Sep 3, 2007 | DOI: 10.1109/DEXA.2007.142 Conference
145 M., Bertini; A., Del Bimbo; C., Torniai; Grana, Costantino; Vezzani, Roberto; Cucchiara, Rita "Sports Video Annotation Using Enhanced HSV Histograms in Multimedia Ontologies" ICIAP 2007 Workshops, Modena, ita, pp. 160 -167 , Sep 14, 2007 | DOI: 10.1109/ICIAPW.2007.43 Conference
146 M., Bertini; A., Del Bimbo; C., Torniai; Grana, Costantino; Cucchiara, Rita "Dynamic Pictorial Ontologies for Video Digital libraries Annotation" Proceedings of the 1st ACM Workshop on The Many Faces of Multimedia Semantics (MS 2007), Ausburg, Germany, pp. 47 -56 , Sep 28, 2007 | DOI: 10.1145/1290067.1290076 Conference
147 Grana, Costantino; Vezzani, Roberto; Cucchiara, Rita "Enhancing HSV Histograms with Achromatic Points Detection for Video Retrieval" Proceedings of the 6th ACM International Conference on Image and Video Retrieval (CIVR 2007), Amsterdam, The Netherlands, pp. 302 -308 , Jul 9-11, 2007 | DOI: 10.1145/1282280.1282327 Conference
148 Grana, Costantino; Cucchiara, Rita "Linear Transition Detection as a Unified Shot Detection Approach" IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, vol. 17, pp. 483 -489 , 2007 | DOI: 10.1109/TCSVT.2006.888818 Journal
149 Seidenari, Stefania; Grana, Costantino; Pellacani, Giovanni "Colour clusters for computer diagnosis of melanocytic lesions" DERMATOLOGY, vol. 214, pp. 137 -143 , 2007 | DOI: 10.1159/000098573 Journal
150 Grana, Costantino; M., Davolio; Cucchiara, Rita "Similarity-Based Retrieval with MPEG-7 3D Descriptors: Performance Evaluation on the Princeton Shape Benchmark" Digital Libraries: Research and Development, vol. 4877, Pisa, ita, pp. 308 -317 , Feb 13-14, 2007 | DOI: 10.1007/978-3-540-77088-6_30 Conference
151 Grana, Costantino; Vezzani, Roberto; Cucchiara, Rita "Prototypes Selection with Context Based Intra-class Clustering for Video Annotation with Mpeg7 Features" Digital Libraries: Research and Development, vol. 4877, Pisa, ita, pp. 268 -277 , Feb 13-14, 2007 | DOI: 10.1007/978-3-540-77088-6_26 Conference
152 Grana, Costantino; Vanini, Daniele; Seidenari, Stefania; Pellacani, Giovanni; Cucchiara, Rita "Network patterns recognition for automatic dermatoscopic images classification" Proceedings of SPIE Medical Imaging, vol. 6512, San Diego (CA) U.S.A., pp. 65124C-1 -65124C-9 , Feb 17-22, 2007 Conference
153 Grana, C.; Daniele, V.; Pellacani, G.; Seidenari, S.; Cucchiara, R. "Network patterns recognition for automatic dermatologie images classification" Progress in Biomedical Optics and Imaging - Proceedings of SPIE, PROGRESS IN BIOMEDICAL OPTICS AND IMAGING, vol. 6512, San Diego, CA, usa, pp. 65124C - , 2007, 2007 | DOI: 10.1117/12.708212 Conference
154 Seidenari, Stefania; Pellacani, Giovanni; Grana, Costantino "Early Detection of Melanoma by Image Analysis" Bioengineering of the Skin: Skin Imaging & Analysis, Second Edition, pp. 305 -312 , 2007 Chapter in Book
155 Cucchiara, Rita; Grana, Costantino; Vezzani, Roberto "Semi-automatic Video Digital Library Annotation Tools" Post-proceedings of the Third Italian Research Conference on Digital Library Systems (IRCDL 2007), Padova, pp. 18 -21 , Jan 29-30, 2007 Conference
156 Cucchiara, Rita; Grana, Costantino; D., Bulgarelli; Vezzani, Roberto "A semi-automatic video annotation tool with MPEG-7 content collections" Eight IEEE International Symposium on Multimedia, San Diego, CA, USA, pp. 742 -745 , 2006, 2006 | DOI: 10.1109/ISM.2006.12 Conference
157 Pellacani, Giovanni; Grana, Costantino; Seidenari, Stefania "Algorithmic reproduction of asymmetry and border cut-off parameters according to the ABCD rule for dermoscopy" JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY, vol. 20, pp. 1214 -1219 , 2006 | DOI: 10.1111/j.1468-3083.2006.01751.x Journal
158 Grana, Costantino; Vezzani, Roberto; Cucchiara, Rita "University of Modena and Reggio Emilia at TRECVID 2006" 2006 TREC Video Retrieval Evaluation Notebook Papers and Slides, Gaithersburg, MD, USA, pp. - -- , Nov 13-14, 2006 Conference
159 Grana, Costantino; Vezzani, Roberto; Bulgarelli, Daniele; Gualdi, Giovanni; Cucchiara, Rita; M., Bertini; C., Torniai; A., Del Bimbo "PEANO: Pictorial Enriched Annotation of Video" Proceedings of the 14th ACM International Conference on Multimedia (ACM Multimedia 2006), Santa Barbara, CA, usa, pp. 793 -794 , Oct 23-27, 2006 | DOI: 10.1145/1180639.1180812 Conference
160 M., Bertini; A., Del Bimbo; C., Torniai; Grana, Costantino; Cucchiara, Rita "MOM: multimedia ontology manager. A framework for automatic annotation and semantic retrieval of video sequences" Proceedings of the 14th ACM International Conference on Multimedia (ACM Multimedia 2006), Santa Barbara, CA, USA, pp. 787 -788 , Oct 23-27, 2006 | DOI: 10.1145/1180639.1180809 Conference
161 Grana, Costantino; Vezzani, Roberto; Bulgarelli, Daniele; Cucchiara, Rita "MPEG-7 Pictorially Enriched Ontologies for Video Annotation" Atti della Seconda Conferenza Italiana sui Sistemi Intelligenti, Ancona, Italy, pp. - -- , Sep 27-29, 2006 Conference
162 Grana, Costantino; Cucchiara, Rita; Pellacani, Giovanni; Seidenari, Stefania "Line Detection and Texture Characterization of Network Patterns" Proceedings of International Conference on Pattern Recognition, vol. 2, Hong Kong, pp. 275 -278 , Aug 20-24, 2006 | DOI: 10.1109/ICPR.2006.764 Conference
163 Grana, Costantino; Bulgarelli, Daniele; Cucchiara, Rita "Video Clip Clustering for Assisted Creation of MPEG-7 Pictorially Enriched Ontologies" Proceedings of Second International Symposium on Communications, Control and Signal Processing, Marrakech, Marocco, pp. 904 -907 , Mar 13-15, 2006 Conference
164 Seidenari, Stefania; Pellacani, Giovanni; Grana, Costantino "Asymmetry in dermoscopic melanocytic lesion images: a computer description based on colour distribution" ACTA DERMATO-VENEREOLOGICA, vol. 86, pp. 123 -128 , 2006 | DOI: 10.2340/00015555-0043 Journal
165 Grana, Costantino; Pellacani, Giovanni; Seidenari, Stefania; Cucchiara, Rita "Distance transform for automatic dermatologic images composition" Medical Imaging 2006: Image Processing, vol. 6144, San Diego, CA, usa, pp. 2U1 -2U9 , Feb 13-16, 2006 | DOI: 10.1117/12.653314 Conference
166 Cucchiara, Rita; Grana, Costantino; Prati, Andrea; Vezzani, Roberto "A Distributed Domotic Surveillance System" Intelligent Distributed Video Surveillance Systems, pp. 91 -120 , 2006 | DOI: 10.1049/PBPC005E_ch4 Chapter in Book
167 Grana, Costantino; Pellacani, Giovanni; Seidenari, Stefania "Practical Color Calibration for Dermatoscopic Images" Handbook of non-invasive methods and the skin, pp. 653 -664 , 2006 Chapter in Book
168 Grana, Costantino; Cucchiara, Rita "Sub-Shot Summarization for MPEG-7 based Fast Browsing" Proceedings of the Second Italian Research Conference on Digital Library Management Systems, Padova, pp. - -- , Jan 27, 2006 Conference
169 Grana, Costantino; Cucchiara, Rita "Performance of the MPEG-7 Shape Spectrum Descriptor for 3D objects retrieval" Second Italian Research Conference on Digital Library Management Systems, Padova, pp. - -- , Jan 27, 2006 Conference
170 Seidenari, Stefania; Pellacani, Giovanni; Grana, Costantino "Automated Assessment of Pigment Distribution and Color Areas for Melanoma Diagnosis" Handbook of non-invasive methods and the skin, pp. 135 -144 , 2006 Chapter in Book
171 Melli, Rudy Mirko; Grana, Costantino; Cucchiara, Rita "Comparison of color clustering algorithms for segmentation of dermatological images" Medical Imaging 2006: Image Processing, vol. 6144, San Diego, CA, usa, pp. 3S1 -3S9 , Feb 13-16, 2006 | DOI: 10.1117/12.652061 Conference
172 Grana, Costantino; Tardini, Giovanni; Cucchiara, Rita "MPEG-7 Compliant Shot Detection in Sport Videos" Seventh IEEE International Symposium on Multimedia, vol. 2005, Irvine, CA, usa, pp. 395 -402 , Dec 12-14, 2005 | DOI: 10.1109/ISM.2005.82 Conference
173 Grana, Costantino; Pellacani, Giovanni; Seidenari, Stefania "Practical color calibration for dermoscopy, applied to a digital epiluminescence microscope" SKIN RESEARCH AND TECHNOLOGY, vol. 11, pp. 242 -247 , 2005 | DOI: 10.1111/j.0909-725X.2005.00127.x Journal
174 Seidenari, Stefania; Pellacani, Giovanni; Grana, Costantino "Pigment distribution in melanocytic lesion images: a digital parameter to be employed for computer-aided diagnosis" SKIN RESEARCH AND TECHNOLOGY, vol. 11, pp. 236 -241 , 2005 | DOI: 10.1111/j.0909-725X.2005.00123.x Journal
175 Y., Zhai; J., Liu; X., Cao; A., Basharat; A., Hakeem; S., Ali; M., Shah; Grana, Costantino; Cucchiara, Rita "Video understanding and content-based retrieval" 2005 TREC Video Retrieval Evaluation Notebook Papers and Slides, Gaithersburg, MD, pp. - -- , Nov 14-15, 2005 Conference
176 Tardini, Giovanni; Grana, Costantino; R., Marchi; Cucchiara, Rita "Shot detection and motion analysis for automatic MPEG-7 annotation of sports videos" N/A, vol. 3617, Cagliari, ita, pp. 653 -660 , 2005, 2005 | DOI: 10.1007/11553595_80 Conference
177 Cucchiara, Rita; Grana, Costantino; Tardini, Giovanni "Shot Detection for Formula 1 Video Digital Libraries" AVIVDiLib'05 Proceedings, Cortona (AR), Italy, pp. 131 -140 , May 4-6, 2005 Conference
178 Cucchiara, Rita; Grana, Costantino; Prati, Andrea; Vezzani, Roberto "Computer vision system for in-house video surveillance" IEE PROCEEDINGS. VISION, IMAGE AND SIGNAL PROCESSING, vol. 152, pp. 242 -249 , 2005 | DOI: 10.1049/ip-vis:20041215 Journal
179 Pellacani, Giovanni; Am, Cesinaro; Longo, Caterina; Grana, Costantino; Seidenari, Stefania "Microscopic in vivo description of cellular architecture of dermoscopic pigment network in nevi and melanomas" ARCHIVES OF DERMATOLOGY, vol. 141, pp. 147 -154 , 2005 | DOI: 10.1001/archderm.141.2.147 Journal
180 Seidenari, Stefania; Pellacani, Giovanni; Grana, Costantino "Colors in atypical nevi: a computer description reproducing clinical assessment" SKIN RESEARCH AND TECHNOLOGY, vol. 11, pp. 36 -41 , 2005 | DOI: 10.1111/j.1600-0846.2005.00097.x Journal
181 Pellacani, Giovanni; A. M., Cesinaro; Longo, Caterina; Bassoli, Sara; Grana, Costantino; Seidenari, Stefania "In Vivo Confocal Microscopy of Melanocytic Lesions Improves Diagnostic Accuracy for Melanoma" 35th Annual European Society for Dermatological Research (ESDR) Meeting 22–24 September 2005, Tübingen, Germany, JOURNAL OF INVESTIGATIVE DERMATOLOGY, vol. 125, Tübingen, Germany, pp. A72 -A72 , Sep 22–24, 2005 Abstract in Journal
182 Cucchiara, Rita; Grana, Costantino; Prati, Andrea; Vezzani, Roberto "Probabilistic posture classification for human-behavior analysis" IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, vol. 35, pp. 42 -54 , 2005 | DOI: 10.1109/TSMCA.2004.838501 Journal
183 Grana, Costantino; Tardini, Giovanni; Cucchiara, Rita "Adaptation and Annotation of Formula 1 Sport Videos" Post-proceedings of the First Italian Research Conference on Digital Library Management Systems, Padova, pp. 85 -90 , Jan 28, 2005 Conference
184 Cucchiara, Rita; Grana, Costantino; Tardini, Giovanni "Track-based and object-based occlusion for people tracking refinement in indoor surveillance" Proceedings of the ACM 2nd International Workshop on Video Surveillance & Sensor Networks, New York, NY, usa, pp. 81 -87 , Oct 15-16, 2004 | DOI: 10.1145/1026799.1026814 Conference
185 Cucchiara, Rita; Grana, Costantino; Prati, Andrea "Semantic Transcoding of Videos by using Adaptive Quantization" WANGJÌ WANGLÙ JÌSHÙ XUÉKAN, vol. 5, pp. 31 -39 , 2004 Journal
186 Cucchiara, Rita; Grana, Costantino; Tardini, Giovanni; Vezzani, Roberto "Probabilistic People Tracking for Occlusion Handling" Proceedings of the 17th International Conference on Pattern Recognition, vol. 1, Cambridge, gbr, pp. 132 -135 , Aug 23-26, 2004 | DOI: 10.1109/ICPR.2004.1334025 Conference
187 Grana, Costantino; Pellacani, Giovanni; Seidenari, Stefania; Cucchiara, Rita "Color Calibration for a Dermatological Video Camera System" Proceedings of the 17th International Conference on Pattern Recognition, vol. 3, Cambridge, gbr, pp. 798 -801 , Aug 23-26, 2004 | DOI: 10.1109/ICPR.2004.1334649 Conference
188 Pellacani, Giovanni; Grana, Costantino; Seidenari, Stefania "Automated description of colours in polarized-light surface microscopy images of melanocytic lesions" MELANOMA RESEARCH, vol. 14, pp. 125 -130 , 2004 | DOI: 10.1097/00008390-200404000-00008 Journal
189 Seidenari, Stefania; Pellacani, Giovanni; A., Martella; Grana, Costantino "Colors in atypical nevi: a computer description reproducing clinical assessment" Abstracts of the 13th Congress of the European Academy of Dermatology and Venereology, JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY, vol. 18 suppl. 2, Florence, Italy, pp. 499 -499 , Nov 17-21, 2004 Abstract in Journal
190 Pellacani, Giovanni; Grana, Costantino; Cucchiara, Rita; Seidenari, Stefania "Automated extraction and description of dark areas in surface microscopy melanocytic lesion images" DERMATOLOGY, vol. 208, pp. 21 -26 , 2004 | DOI: 10.1159/000075041 Journal
191 Pellacani, Giovanni; Grana, Costantino; A., Martella; Seidenari, Stefania "The A and B Parameters Of The Abcd Rule Of Dermoscopy: The Computer Point Of View" Abstracts of the 3rd Research Meeting on Melanoma for Dermatologists, Surgeons, Medical and Experimental Oncologists, MELANOMA RESEARCH, vol. 14 (2), Milano, pp. S36 -S36 , May 26-27, 2004 Abstract in Journal
192 Pellacani, Giovanni; A. M., Cesinaro; Grana, Costantino; Seidenari, Stefania "In vivo confocal scanning laser microscopy of pigmented Spitz nevi: Comparison of in vivo confocal images with dermoscopy and routine histopathology" JOURNAL OF THE AMERICAN ACADEMY OF DERMATOLOGY, vol. 51, pp. 371 -376 , 2004 | DOI: 10.1016/j.jaad.2003.12.041 Journal
193 Pellacani, Giovanni; A. M., Cesinaro; Longo, Caterina; Grana, Costantino; Seidenari, Stefania "Improving melanoma diagnosis by means of in vivo confocal laser microscopy" -, JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY, vol. 18 suppl. 2, Florence, Italy, pp. 499 -499 , Nov 17-21, 2004 Abstract in Journal
194 Pellacani, Giovanni; A. M., Cesinaro; Longo, Caterina; Grana, Costantino; Seidenari, Stefania "Differential diagnosis between spitz nevi and melanomas by means of in-vivo confocal microscopy" Abstracts of the 13th Congress of the European Academy of Dermatology and Venereology, JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY, vol. 18 suppl. 2, Florence, Italy, pp. 499 -499 , Nov 17-21, 2004 Abstract in Journal
195 Seidenari, Stefania; Pellacani, Giovanni; Grana, Costantino "Computer Description Of Colors In Dermoscopic Melanocytic Lesion Images Reproducing Clinical Assessment" Abstracts of the 3rd Research Meeting on Melanoma for Dermatologists, Surgeons, Medical and Experimental Oncologists, MELANOMA RESEARCH, vol. 14 (2), Milano, pp. S36 -S37 , May 26-27, 2004 Abstract in Journal
196 Seidenari, Stefania; Pellacani, Giovanni; A., Martella; Grana, Costantino "A computer description of asymmetry in melanocytic lesion images based on color distribution" -, JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY, vol. 18 suppl.2, Florence, Italy, pp. 513 -513 , Nov 17-21, 2004 Abstract in Journal
197 Cucchiara, Rita; Grana, Costantino; Prati, Andrea; Tardini, Giovanni; Vezzani, Roberto "Using computer vision techniques for dangerous situation detection in domotic applications" IEE Symposium on Intelligent Distributed Surveillance Systems, Londra, pp. 1 -5 , Feb 23, 2004 Conference
198 Cucchiara, Rita; Grana, Costantino; A., Prati; Vezzani, Roberto "Computer Vision Techniques for PDA Accessibility of In-House Video Surveillance" First ACM SIGMM international workshop on Video surveillance, Berkeley, California, pp. 87 -97 , Nov 2-8, 2003 | DOI: 10.1145/982452.982464 Conference
199 Seidenari, Stefania; Pellacani, Giovanni; Grana, Costantino "Computer description of colours in dermoscopic melanocytic lesion images reproducing clinical assessment" BRITISH JOURNAL OF DERMATOLOGY, vol. 149, pp. 523 -529 , 2003 | DOI: 10.1046/j.1365-2133.2003.05496.x Journal
200 Grana, Costantino; Pellacani, Giovanni; Cucchiara, Rita; Seidenari, Stefania "A new algorithm for border description of polarized light surface microscopic images of pigmented skin lesions" IEEE TRANSACTIONS ON MEDICAL IMAGING, vol. 22, pp. 959 -964 , 2003 | DOI: 10.1109/TMI.2003.815901 Journal
201 Grana, Costantino; Pellacani, Giovanni; Seidenari, Stefania; Cucchiara, Rita "Image Representation and Retrieval with Topological Trees" Image: E-Learning, Understanding, Information Retrieval and Medical Proceedings of the First International Workshop, vol. 15, Cagliari, Italy, pp. 112 -122 , Jun 9-10, 2003 | DOI: 10.1142/9789812704238_0009 Conference
202 Cucchiara, Rita; Grana, Costantino; A., Prati; F., Vigetti; M., Piccardi "Camera-car Video Analysis for Steering Wheel's Tracking" Proceedings of 1st International Workshop on In-Vehicle Cognitive Computer Vision Systems, Graz, Austria, pp. 36 -43 , Apr 3, 2003 Conference
203 Cucchiara, Rita; Grana, Costantino; Prati, Andrea "Semantic video transcoding using classes of relevance" INTERNATIONAL JOURNAL OF IMAGE AND GRAPHICS, vol. 3, pp. 145 -169 , 2003 | DOI: 10.1142/S0219467803000956 Journal
204 Pellacani, Giovanni; Grana, Costantino; A., Martella; Seidenari, Stefania "Comparison between two methods for automated extraction and description of dark areas in dermoscopic images" -, JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY, vol. 17 suppl. 3, Barcellona, Spagna, pp. 131 -131 , Oct 15-18, 2003 Abstract in Journal
205 Pellacani, Giovanni; Grana, Costantino; A., Martella; Seidenari, Stefania "Border cut-off in dermoscopic images of melanocytic lesions: computer evaluation and comparison with clinical assessment" -, JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY, vol. 17 suppl. 3, Barcellona, Spagna, pp. 201 -201 , Oct 15-18, 2003 Abstract in Journal
206 Cucchiara, Rita; Grana, Costantino; Piccardi, Massimo; Prati, Andrea "Detecting moving objects, ghosts, and shadows in video streams" IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, vol. 25, pp. 1337 -1342 , 2003 | DOI: 10.1109/TPAMI.2003.1233909 Journal
207 Cucchiara, Rita; Grana, Costantino; A., Prati; Vezzani, Roberto "A Hough transform-based method for radial lens distortion correction" Proceedings of the 12th International Conference on Image Analysis and Processing, Mantova, ita, pp. 182 -187 , Sep 17-19, 2003 | DOI: 10.1109/ICIAP.2003.1234047 Conference
208 Cucchiara, Rita; Grana, Costantino; A., Prati "Semantic Transcoding for Live Video Server" Proceedings of the tenth ACM international conference on Multimedia, Juan les Pins, fra, pp. 223 -226 , Dec 1-6, 2002 | DOI: 10.1145/641043.641050 Conference
209 Cucchiara, Rita; Grana, Costantino; Seidenari, Stefania; Pellacani, Giovanni "Exploiting color and topological features for region segmentation with recursive fuzzy c-means" MACHINE GRAPHICS & VISION, vol. 11 (2/3), pp. 169 -182 , 2002 Journal
210 Cucchiara, Rita; Grana, Costantino "Using the Topological Tree for skin lesion structure description" Knowledge-based Intelligent Information Engineering Systems & Allied Technologies, Podere d'Ombriano, Crema, Italy, pp. 166 -170 , Sep 16-18, 2002 Conference
211 Cucchiara, Rita; Grana, Costantino; Prati, Andrea; Seidenari, Stefania; Pellacani, Giovanni "Building the Topological Tree by Recursive FCM Color Clustering" Object recognition supported by user interaction for service robots, vol. 16, Quebec City, Quebec, Canada, Canada, pp. 759 -762 , 11-15 Aug. 2002, 2002 Conference Abstract
212 Cucchiara, Rita; Grana, Costantino; A., Prati "Detecting Moving Objects and their Shadows: An Evaluation with the PETS2002 Dataset" Proceedings of the Third IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (PETS’2002), Copenhagen, Denmark, pp. 18 -25 , Jun 1, 2002 Conference
213 Cucchiara, Rita; Grana, Costantino; Piccardi, Massimo "Iterative fuzzy clustering for detecting regions of interest in skin lesions" AIIA NOTIZIE, vol. 15, pp. 36 -39 , 2002 Journal
214 Cucchiara, R.; Grana, C.; Prati, A. "Semantic transcoding for live video server" Proceedings of the 10th ACM International Conference on Multimedia, MULTIMEDIA 2002, fra, pp. 223 -226 , 2002, 2002 | DOI: 10.1145/641007.641050 Conference
215 Pellacani, Giovanni; Grana, Costantino; Seidenari, Stefania "Comparison between computer elaboration and clinical assessment of asymmetry and border cut-off in melanoma images" Issue 6, EXPERIMENTAL DERMATOLOGY, vol. 11, Graz, Austria, pp. 609 -609 , Nov 8-9, 2002 Abstract in Journal
216 Seidenari, Stefania; Pellacani, Giovanni; Grana, Costantino; Cucchiara, Rita "Development of a new program for image analysis of digital videomicroscopic images of pigmented skin lesions" -, JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY, vol. 16 suppl. 1, Praga, Repubblica Ceca, pp. 188 -188 , Oct 2-6, 2002 Abstract in Journal
217 Cucchiara, Rita; Grana, Costantino; A., Prati "A Framework for Semantic Video Transcoding" Atti dell'Ottavo Convegno Associazione Italiana per l'Intelligenza Artificiale, Siena, Italy, pp. 637 -644 , Sep 10-13, 2002 Conference
218 Cucchiara, Rita; Grana, Costantino; Neri, Gianni; Piccardi, Massimo; Prati, Andrea "The Sakbot system for moving object detection and tracking" Video-Based Surveillance Systems: Computer Vision and Distributed Processing, pp. 145 -158 , 2001 Chapter in Book
219 Cucchiara, Rita; Grana, Costantino; G., Neri; M., Piccardi; Prati, Andrea "The Sakbot system for moving object detection and tracking" Proceedings of 2nd European Workshop on Advanced Video-Based Surveillance Systems, Kingston upon Thames, UK, pp. 159 -171 , Sep 4, 2001 Conference
220 Cucchiara, Rita; Grana, Costantino; M., Piccardi; A., Prati "Detecting objects, shadows and ghosts in video streams by exploiting color and motion information" Proceedings of the 11th International Conference on Image Analysis and Processing (ICIAP 2001), Palermo, ita, pp. 360 -365 , Sep 26-28, 2001 | DOI: 10.1109/ICIAP.2001.957036 Conference
221 A., Prati; I., Mikic; Grana, Costantino; M. M., Trivedi "Shadow detection algorithms for traffic flow analysis: a comparative study" Proceedings of ITSC 2001, Oakland, CA, USA, pp. 340 -345 , Aug 25-29, 2001 | DOI: 10.1109/ITSC.2001.948680 Conference
222 Cucchiara, Rita; Grana, Costantino; M., Piccardi; A., Prati; S., Sirotti "Improving shadow suppression in moving object detection with HSV color information" IEEE Conference on Intelligent Transportation Systems, Oakland, CA, pp. 334 -339 , Aug 25-29, 2001 Conference
223 Cucchiara, Rita; Grana, Costantino; M., Piccardi "Iterative fuzzy clustering for detecting regions of interest in skin lesions" Atti del Workshop su "Intelligenza Artificiale, Visione e Pattern Recognition", Bari, pp. 31 -38 , Sep 24, 2001 Conference
224 Seidenari, Stefania; Pellacani, Giovanni; Grana, Costantino "L’analisi d’immagine: geometrie, colori e tessiture. L’esperienza di Modena" Atti del Primo Congresso Nazionale Unificato di Dermatologia e Venereologia ADOI-SIDEV, vol. -, Roma, pp. 178 -178 , Jun 11-15, 2001 Conference Abstract
225 Seidenari, Stefania; Pellacani, Giovanni; A., Martella; Grana, Costantino "Automatic digital image analysis of pigmented skin lesion: development of a new program for geometric feature description" -, MELANOMA RESEARCH, vol. 11 suppl. 1, Venice, Italy, pp. S94 -S94 , Feb 28 - Mar 3, 2001 Abstract in Journal
226 Grana, Costantino "Analisi di sequenze di immagini per sorveglianza e controllo del traffico" ATTI della Scuola IAPR-IC "La Visione delle Macchine 2000", vol. ., Modena, Italy, pp. 33 -36 , Oct 23-27, 2000 Conference Abstract
227 Cucchiara, Rita; Grana, Costantino; M., Piccardi; A., Prati "Statistic and knowledge-based moving object detection in traffic scenes" N/A, Dearborn, MI, USA,, pp. 27 -32 , 2000, 2000 | DOI: 10.1109/ITSC.2000.881013 Conference
228 Seidenari, Stefania; A., Martella; Grana, Costantino; Pellacani, Giovanni "Sviluppo di un nuovo programma per la descrizione numerica delle lesioni pigmentate: il modulo delle geometrie" Atti del XXXIX Congresso nazionale Associazione Dermatologi Ospedalieri Italiani, vol. -, Vieste (FG), Italy, pp. 88 -88 , Sep 13-16, 2000 Conference Abstract
229 Seidenari, Stefania; A., Martella; Grana, Costantino; Pellacani, Giovanni "Analisi computerizzata di immagini digitali di lesioni pigmentate cutanee: sviluppo di un nuovo software e descrizione dei parametri geometrici" Atti della IV Conferenza internazionale “Melanoma: dalla biologia alla clinica”, vol. -, Forlì, Italy, pp. 12 -12 , Sep 26-28, 2000 Conference Abstract