Marco Manfredi

Research Projects

• Multiple Camera Cooperation for Group Detection and zooming
• DICET - INMOTO - ORganization of Cultural HEritage for Smart Tourism and Real-time Accessibility (OR.C.HE.S.T.R.A.)
• Automatic Detection of VAscular Networks for Cancer Evaluation
• Diagnosis of skin cancer using optics

Research Activities

• Class Specific Segmentation
• Garment Selection and Color Classification
• 3D Reconstruction of Skin Lesions for Tumor Diagnosis in OCT imaging

Publications

1	Checcucci, E.; Veccia, A.; De Cillis, S.; Piramide, F.; Volpi, G.; Amparore, D.; Pecoraro, A.; Piana, A.; Granato, S.; Verri, P.; Sica, M.; Meziere, J.; Carbonaro, B.; Piscitello, S.; Zamengo, D.; Cacciamani, G.; Okhunov, Z.; Puliatti, S.; Taratkin, M.; Marenco, J.; Gomez Rivas, J.; Veneziano, D.; Carbonara, U.; Russo, G. I.; De Luca, S.; Manfredi, M.; Fiori, C.; Autorino, R.; Porpiglia, F. "New Ultra-minimally Invasive Surgical Treatment for Benign Prostatic Hyperplasia: A Systematic Review and Analysis of Comparative Outcomes" EUROPEAN UROLOGY OPEN SCIENCE, vol. 33, pp. 28 -41 , 2021 | DOI: 10.1016/j.euros.2021.08.009 Journal
2	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
3	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
4	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
5	Themstrup, L; Ciardo, Silvia; Manfredi, Marco; Ulrich, M; Pellacani, Giovanni; Welzel, J; Jemec, G. B. E. "In vivo, micro-morphological vascular changes induced by topical brimonidine studied by Dynamic optical coherence tomography" JOURNAL OF THE EUROPEAN ACADEMY OF DERMATOLOGY AND VENEREOLOGY, vol. 30, pp. 974 -979 , 2016 | DOI: 10.1111/jdv.13596 Journal
6	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
7	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
8	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
9	Manfredi, Marco; Vezzani, Roberto; Calderara, Simone; Cucchiara, Rita "Detection of static groups and crowds gathered in open spaces by texture classification" Pattern Recognition Letters, PATTERN RECOGNITION LETTERS, vol. 44, pp. 39 -48 , 2014 | DOI: 10.1016/j.patrec.2013.11.001 Journal
10	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
11	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
12	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
13	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
14	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
15	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
16	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
17	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
18	Lanzoni, Massimo; Manfredi, M.; Selmi, L.; Sangiorgi, Enrico; Capelletti, R.; Ricco, Bruno "Hot-electron-induced photon energies in n-channel MOSFET's operating at 77 and 300 K" IEEE ELECTRON DEVICE LETTERS, vol. v, pp. 173 -176 , 1992 Journal