Lorenzo Baraldi
Homepage:
http://www.lorenzobaraldi.comPosition at AImageLab:
Assistant Professor (RTD)Dipartimento d'Ingegneria "Enzo Ferrari", Modena Italy
Email:
lorenzo_DOT_baraldi_AT_unimore_DOT_itPhone:
+39-059-2058790Lorenzo Baraldi
Lorenzo Baraldi is a Tenure-Track Assistant Professor (RTD-B) at the University of Modena and Reggio Emilia. He works under the supervision of Prof. Rita Cucchiara on Deep Learning, Video Analysis and Multimedia, and teaches in the courses of "Computer Vision and Cognitive Systems" and Scalable AI. Among his research interests, he worked on Egocentric Vision and Gesture Recognition, Temporal Video Segmentation and Retrieval, Saliency, Video Captioning, Visual-Semantic alignment and Embodied AI.
He is the author of more than 100 publications in international journals and conferences, and serves as Associate Editor for Pattern Recognition Letters and as Area Chair for major multimedia conferences. He has been elected as a Scholar in the ELLIS society, the European Laboratory for Learning and Intelligent Systems, and coordinates the Modena ELLIS Unit. Together with Prof. Costantino Grana, in 2017, he has organized the 13th Italian Research Conference on Digital Libraries. Since 2021, he has been appointed as deputy director of the Interdepartmental Center on Digital Humanities of the University of Modena and Reggio Emilia.
In 2016, together with Prof. Rita Cucchiara, Prof. Costantino Grana and Dr. Simone Calderara, he has been author of the winning proposal for the Facebook AI Research Partnership, with which AImageLab has been selected as one of the 15 world-class research labs in Europe to receive a GPU-based server. In 2017, he worked in the Facebook AI Research laboratory in Paris, under the supervision of Hervé Jégou, where he developed a video copy detection algorithm that has been adopted in production on the social network.
He is a member of IEEE, ACM and CVPL, the Italian Association for Computer Vision, Pattern Recognition and Machine Learning.
Curriculum vitae: download
Keywords: Deep Learning, Video Analysis, Image and Video Captioning, Saliency Prediction
Teaching
- Computer Vision and Cognitive Systems
- Scalable AI
- AI for Automotive
Past courses:
- Computer Vision (2015-2018) - Teaching assistant
- Fundamentals of Computer Science I (2015-2017) - Tutor
- Pattern Recognition and Machine Learning (2015) - Three lectures on supervised and unsupervised Deep Learning [Lab notes]
- Graduate Master in Visual Computing and Multimedia Technologies (2015) - Laboratory lecturer
Theses supervision
- Matteo Tomei (MSc, currently PhD Student) - Constrained image-to-image translation
- Jørgen Wilhelmsen, Bjørn Hoxmark (MSc) - Active learning
- Matteo Stefanini (MSc, currently Research Fellow) - Spectral pooling techniques
- Angelo Carraggi (MSc) - Visual-semantic embeddings
- Stefano Pini (MSc, currently PhD Student) - Linking people and objects with their proper names in videos
- Gianluca Puglia (MSc) - Image and Video Captioning with Transferred Semantic Attributes
- Federico Bolelli (MSc, currently PhD Student) - Connected Components Labeling
- Marcella Cornia (MSc, currently PhD Student) - Deeply learned Saliency prediction
- Fabio Pozzi (MSc) - Shot and scene detection in broadcast videos
- Angelo Perri (BSc) - Optimization of convolution algorithms on GPU architectures
- Dodiane Carole Ngatcha Nana (BSc) - Optimization of convolution algorithms on multicore architectures
Research Projects
- Città Educante
- Cineca SuperComputing Resource Allocation
- Facebook AI Research Partnership
- CultMEDIA
- AI for Digital Humanities
- IDEHA - Innovation for Data Elaboration in Heritage Areas
- AI4CH - Artificial Intelligence for Cultural Heritage
- NVIDIA AI Technology Center at Unimore
- Multidisciplinary AI Italian Skills
- Prediction of activities and Events by Vision in an Urban Environment
- European Training Network on PErsonalized Robotics as SErvice Oriented applications
- Quality Enhancement and Watermarking for Historical Images
- ROAd Digital Sustainable Twins in Emilia-Romagna
- CRoss-modal understanding and gEnerATIon of Visual and tExtual content
- European Lighthouse on Secure and Safe AI
- Post-processing of wall and floor pose recognition and identification
- European Network of Human-centered Artificial Intelligence
- Italian Strengthening of Esfri RI Resilience (ITSERR)
- Fit for Medical Robotics
- Future Artificial Intelligence Research
Research Activities
- EgoVision and Human Augmentation for Cultural Heritage
- Connected Components Labeling
- Scene detection in Broadcast Videos
- Deep Learning in videos
- Layout and content analysis in Digitized Books
- Visual Saliency Prediction
- Video Captioning
- Video Captioning with Naming
- Face Recognition in News Streams
- Visual-Semantic Domain Adaptation in Digital Humanities
- Art2Real: Translating Artworks to Photo-Realistic Images
- Controllable Captioning
- Embodied Vision-and-Language Navigation
- Video matching and retrieval
- Video Action Detection
- Self-Supervised Navigation and Recounting
- Acquisition of 3D Environments for Robotic Navigation
- Transformer-based Image Captioning
- Handwritten Text Recognition on Historical Documents
- From Show to Tell: A Survey on Image Captioning
- Visualization Techniques for Explainable AI
- Soccer Event Spotting
Publications
| 1 | Moratelli, Nicholas; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita "Fluent and Accurate Image Captioning with a Self-Trained Reward Model" Proceedings of the 27th International Conference on Pattern Recognition, Kolkata, India, December 01-05, 2024, 2024 Conference |
| 2 | Cappelletti, Silvia; Baraldi, Lorenzo; Cocchi, Federico; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita "Adapt to Scarcity: Few-Shot Deepfake Detection via Low-Rank Adaptation" Proceedings of the 27th International Conference on Pattern Recognition, Kolkata, India, December 01-05, 2024, 2024 Conference |
| 3 | Moratelli, Nicholas; Caffagni, Davide; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita "Revisiting Image Captioning Training Paradigm via Direct CLIP-based Optimization" Proceedings of the 35th British Machine Vision Conference, Glasgow, UK, 25th - 28th November 2024, 2024 Conference |
| 4 | Poppi, Samuele; Poppi, Tobia; Cocchi, Federico; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita "Safe-CLIP: Removing NSFW Concepts from Vision-and-Language Models" Proceedings of the European Conference on Computer Vision, Milan, Sep 29th - Oct 4th, 2024 Conference |
| 5 | Baraldi, Lorenzo; Cocchi, Federico; Cornia, Marcella; Baraldi, Lorenzo; Nicolosi, Alessandro; Cucchiara, Rita "Contrasting Deepfakes Diffusion via Contrastive Learning and Global-Local Similarities" Proceedings of the European Conference on Computer Vision, Milan, Sep 29th - Oct 4th, 2024 Conference |
| 6 | Sarto, Sara; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita "BRIDGE: Bridging Gaps in Image Captioning Evaluation with Stronger Visual Cues" Proceedings of the European Conference on Computer Vision, Milan, Sep 29th - Oct 4th, 2024 Conference |
| 7 | Caffagni, Davide; Cocchi, Federico; Barsellotti, Luca; Moratelli, Nicholas; Sarto, Sara; Baraldi, Lorenzo; Baraldi, Lorenzo; Cornia, Marcella; Cucchiara, Rita "The Revolution of Multimodal Large Language Models: A Survey" Findings of the Association for Computational Linguistics: ACL 2024, Bangkok, Thailand, August 11–16, 2024, 2024 Conference |
| 8 |
Poppi, Samuele; Sarto, Sara; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita
"Multi-Class Unlearning for Image Classification via Weight Filtering"
IEEE INTELLIGENT SYSTEMS,
pp. 1
-8
,
2024
| DOI: 10.1109/MIS.2024.3412742
Journal
|
| 9 | Rawal, Niyati; Bigazzi, Roberto; Baraldi, Lorenzo; Cucchiara, Rita "AIGeN: An Adversarial Approach for Instruction Generation in VLN" Proceedings of the IEEE/CVF Conference on Computer Vision Workshops, Seattle, 17th-21st June, 2024 Conference |
| 10 |
Caffagni, Davide; Cocchi, Federico; Moratelli, Nicholas; Sarto, Sara; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita
"Wiki-LLaVA: Hierarchical Retrieval-Augmented Generation for Multimodal LLMs"
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops,
Seattle,
Jun 17-21,
2024
Conference
|
| 11 | Barsellotti, Luca; Amoroso, Roberto; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita "Training-Free Open-Vocabulary Segmentation with Offline Diffusion-Augmented Prototype Generation" Proceedings of the 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, Seattle, 17th-21st June, 2024 Conference |
| 12 |
Amoroso, Roberto; Morelli, Davide; Cornia, Marcella; Baraldi, Lorenzo; Del Bimbo, Alberto; Cucchiara, Rita
"Parents and Children: Distinguishing Multimodal DeepFakes from Natural Images"
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING, COMMUNICATIONS AND APPLICATIONS,
pp. 1
-22
,
2024
Journal
|
| 13 |
Sarto, Sara; Cornia, Marcella; Baraldi, Lorenzo; Nicolosi, Alessandro; Cucchiara, Rita
"Towards Retrieval-Augmented Architectures for Image Captioning"
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING, COMMUNICATIONS AND APPLICATIONS,
pp. 1
-22
,
2024
Journal
|
| 14 | Bigazzi, Roberto; Baraldi, Lorenzo; Kousik, Shreyas; Cucchiara, Rita; Pavone, Marco "Mapping High-level Semantic Regions in Indoor Environments without Object Recognition" Proceedings of the 2024 IEEE International Conference on Robotics and Automation (ICRA), Yokohama, May 13th-17th, 2024, 2024 Conference |
| 15 | Moratelli, Nicholas; Barraco, Manuele; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita "Are Learnable Prompts the Right Way of Prompting? Adapting Vision-and-Language Models with Memory Optimization" IEEE INTELLIGENT SYSTEMS, vol. 39, pp. 26 -34 , 2024 | DOI: 10.1109/MIS.2024.3386099 Journal |
| 16 |
Cornia, Marcella; Baraldi, Lorenzo; Fiameni, Giuseppe; Cucchiara, Rita
"Generating More Pertinent Captions by Leveraging Semantics and Style on Multi-Source Datasets"
INTERNATIONAL JOURNAL OF COMPUTER VISION,
vol. 132,
pp. 1701
-1720
,
2024
| DOI: 10.1007/s11263-023-01949-w
Journal
|
| 17 | Bernhard, Maximilian; Amoroso, Roberto; Kindermann, Yannic; Baraldi, Lorenzo; Cucchiara, Rita; Tresp, Volker; Schubert, Matthias "What’s Outside the Intersection? Fine-grained Error Analysis for Semantic Segmentation Beyond IoU" Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, Hawaii, Jan 4-8, 2024 Conference |
| 18 | Barsellotti, Luca; Amoroso, Roberto; Baraldi, Lorenzo; Cucchiara, Rita "FOSSIL: Free Open-Vocabulary Semantic Segmentation through Synthetic References Retrieval" Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Waikoloa, Hawaii, Jan 4-8, 2024 | DOI: 10.1109/WACV57701.2024.00149 Conference |
| 19 |
Amoroso, Roberto; Tomei, Matteo; Baraldi, Lorenzo; Cucchiara, Rita
"Superpixel Positional Encoding to Improve ViT-based Semantic Segmentation Models"
Proceedings of the British Machine Vision Conference 2023,
Aberdeen, UK,
20th - 24th November 2023,
2023
Conference
|
| 20 |
Betti, Federico; Staiano, Jacopo; Baraldi, Lorenzo; Baraldi, Lorenzo; Cucchiara, Rita; Sebe, Nicu
"Let's ViCE! Mimicking Human Cognitive Behavior in Image Generation Evaluation"
Proceedings of the 31st ACM International Conference on Multimedia - MM 2023,
Ottawa,
pp. 9306
-9312
,
October 29 - November 3, 2023,
2023
| DOI: 10.1145/3581783.3612706
Conference
|
| 21 | Cornia, Marcella; Baraldi, Lorenzo; Ayellet, Tal; Cucchiara, Rita "Fully-Attentive Iterative Networks for Region-based Controllable Image and Video Captioning" COMPUTER VISION AND IMAGE UNDERSTANDING, vol. 237, pp. 1 -10 , 2023 | DOI: 10.1016/j.cviu.2023.103857 Journal |
| 22 |
Barraco, Manuele; Sarto, Sara; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita
"With a Little Help from your own Past: Prototypical Memory Networks for Image Captioning"
Proceedings of the IEEE International Conference on Computer Vision,
Paris, France,
October 2-6, 2023,
2023
| DOI: 10.1109/ICCV51070.2023.00282
Conference
|
| 23 |
Cucchiara, Rita; Baraldi, Lorenzo; Cornia, Marcella; Sarto, Sara
"Video Surveillance and Privacy: A Solvable Paradox?"
COMPUTER,
vol. 57,
pp. 1
-10
,
2023
| DOI: 10.1109/MC.2023.3316696
Journal
|
| 24 |
Cocchi, Federico; Baraldi, Lorenzo; Poppi, Samuele; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita
"Unveiling the Impact of Image Transformations on Deepfake Detection: An Experimental Analysis"
IMAGE ANALYSIS AND PROCESSING, ICIAP 2023, PT II,
vol. 14234,
Udine, Italy,
pp. 345
-356
,
September 11-15, 2023,
2023
| DOI: 10.1007/978-3-031-43153-1_29
Conference
|
| 25 |
Poppi, Samuele; Rawal, Niyati; Bigazzi, Roberto; Cornia, Marcella; Cascianelli, Silvia; Baraldi, Lorenzo; Cucchiara, Rita
"Towards Explainable Navigation and Recounting"
IMAGE ANALYSIS AND PROCESSING, ICIAP 2023, PT I,
vol. 14233,
Udine, Italy,
pp. 171
-183
,
September 11-15, 2023,
2023
| DOI: 10.1007/978-3-031-43148-7_15
Conference
|
| 26 |
Caffagni, Davide; Barraco, Manuele; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita
"SynthCap: Augmenting Transformers with Synthetic Data for Image Captioning"
Proceedings of the 22nd International Conference on Image Analysis and Processing,
vol. 14233,
Udine, Italy,
pp. 112
-123
,
September 11-15, 2023,
2023
| DOI: 10.1007/978-3-031-43148-7_10
Conference
|
| 27 | Barsellotti, Luca; Amoroso, Roberto; Baraldi, Lorenzo; Cucchiara, Rita "Enhancing Open-Vocabulary Semantic Segmentation with Prototype Retrieval" Proceedings of the 22nd International Conference on Image Analysis and Processing, ICIAP 2023, vol. 14234, Udine, Italy, pp. 196 -208 , September 11-15, 2023, 2023 | DOI: 10.1007/978-3-031-43153-1_17 Conference |
| 28 |
Sarto, Sara; Barraco, Manuele; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita
"Positive-Augmented Contrastive Learning for Image and Video Captioning Evaluation"
Proceedings of the 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition,
Vancouver,
Jun 18-22,
2023
Conference
|
| 29 |
Moratelli, Nicholas; Barraco, Manuele; Morelli, Davide; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita
"Fashion-Oriented Image Captioning with External Knowledge Retrieval and Fully Attentive Gates"
SENSORS,
vol. 23,
pp. 1
-16
,
2023
| DOI: 10.3390/s23031286
Journal
|
| 30 | Bigazzi, Roberto; Cornia, Marcella; Cascianelli, Silvia; Baraldi, Lorenzo; Cucchiara, Rita "Embodied Agents for Efficient Exploration and Smart Scene Description" Proceedings of the IEEE International Conference on Robotics and Automation (ICRA), vol. 2023-May, London, pp. 6057 -6064 , 29 May - 2 June 2023, 2023 | DOI: 10.1109/ICRA48891.2023.10160668 Conference |
| 31 |
Stefanini, Matteo; Cornia, Marcella; Baraldi, Lorenzo; Cascianelli, Silvia; Fiameni, Giuseppe; Cucchiara, Rita
"From Show to Tell: A Survey on Deep Learning-based Image Captioning"
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE,
vol. 45,
pp. 539
-559
,
2023
| DOI: 10.1109/TPAMI.2022.3148210
Journal
|
| 32 |
Al Kalak, Matteo; Baraldi, Lorenzo
"Sharing Cultural Heritage—The Case of the Lodovico Media Library"
MULTIMODAL TECHNOLOGIES AND INTERACTION,
vol. 7,
pp. 1
-15
,
2023
| DOI: 10.3390/mti7120115
Journal
|
| 33 | Pippi, V.; Cascianelli, S.; Baraldi, L.; Cucchiara, R. "Evaluating synthetic pre-Training for handwriting processing tasks" PATTERN RECOGNITION LETTERS, vol. 172, pp. 44 -50 , 2023 | DOI: 10.1016/j.patrec.2023.06.003 Journal |
| 34 |
Sarto, Sara; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita
"Retrieval-Augmented Transformer for Image Captioning"
Proceedings of the 19th International Conference on Content-based Multimedia Indexing, CBMI 2022,
Graz, Austria,
pp. 1
-7
,
SEP 14-16, 2022,
2022
| DOI: 10.1145/3549555.3549585
Conference
|
| 35 |
Messina, Nicola; Stefanini, Matteo; Cornia, Marcella; Baraldi, Lorenzo; Falchi, Fabrizio; Amato, Giuseppe; Cucchiara, Rita
"ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and Retrieval"
Proceedings of the 19th International Conference on Content-based Multimedia Indexing,
Graz, Austria,
pp. 64
-70
,
Sept. 14-16, 2022,
2022
| DOI: 10.1145/3549555.3549576
Conference
|
| 36 |
Tomei, Matteo; Baraldi, Lorenzo; Fiameni, Giuseppe; Bronzin, Simone; Cucchiara, Rita
"A Computational Approach for Progressive Architecture Shrinkage in Action Recognition"
SOFTWARE, PRACTICE AND EXPERIENCE,
vol. 52,
pp. 537
-554
,
2022
| DOI: 10.1002/spe.3035
Journal
|
| 37 | Cascianelli, Silvia; Pippi, Vittorio; Maarand, Martin; Cornia, Marcella; Baraldi, Lorenzo; Kermorvant, Christopher; Cucchiara, Rita "The LAM Dataset: A Novel Benchmark for Line-Level Handwritten Text Recognition" Proceedings of the 26th International Conference on Pattern Recognition, vol. 2022-, Montréal Québec, pp. 1506 -1513 , August 21-25, 2022, 2022 | DOI: 10.1109/ICPR56361.2022.9956189 Conference |
| 38 |
Landi, Federico; Bigazzi, Roberto; Cornia, Marcella; Cascianelli, Silvia; Baraldi, Lorenzo; Cucchiara, Rita
"Spot the Difference: A Novel Task for Embodied Agents in Changing Environments"
Proceedings of the 26th International Conference on Pattern Recognition,
vol. 2022-,
Montréal Québec,
pp. 4182
-4188
,
August 21-25, 2022,
2022
| DOI: 10.1109/ICPR56361.2022.9956538
Conference
|
| 39 |
Barraco, Manuele; Stefanini, Matteo; Cornia, Marcella; Cascianelli, Silvia; Baraldi, Lorenzo; Cucchiara, Rita
"CaMEL: Mean Teacher Learning for Image Captioning"
Proceedings of the 26th International Conference on Pattern Recognition,
vol. 2022-,
Montréal Québec,
pp. 4087
-4094
,
August 21-25, 2022,
2022
| DOI: 10.1109/ICPR56361.2022.9955644
Conference
|
| 40 |
Barraco, Manuele; Cornia, Marcella; Cascianelli, Silvia; Baraldi, Lorenzo; Cucchiara, Rita
"The Unreasonable Effectiveness of CLIP features for Image Captioning: an Experimental Analysis"
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops,
vol. 2022-,
New Orleans, Louisiana,
pp. 4661
-4669
,
June 19-24, 2022,
2022
| DOI: 10.1109/CVPRW56347.2022.00512
Conference
|
| 41 | Bruno, Paolo; Amoroso, Roberto; Cornia, Marcella; Cascianelli, Silvia; Baraldi, Lorenzo; Cucchiara, Rita "Investigating Bidimensional Downsampling in Vision Transformer Models" Proceedings of the 21st International Conference on Image Analysis and Processing, vol. 13232, Lecce, Italy, pp. 287 -299 , 23 - 27 May 2022, 2022 | DOI: 10.1007/978-3-031-06430-2_24 Conference |
| 42 |
Bigazzi, Roberto; Landi, Federico; Cascianelli, Silvia; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita
"Embodied Navigation at the Art Gallery"
Proceedings of the 21st International Conference on Image Analysis and Processing,
vol. 13231,
Lecce, Italy,
pp. 739
-750
,
May 23-27, 2022,
2022
| DOI: 10.1007/978-3-031-06427-2_61
Conference
|
| 43 |
Cascianelli, Silvia; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita
"Boosting Modern and Historical Handwritten Text Recognition with Deformable Convolutions"
INTERNATIONAL JOURNAL ON DOCUMENT ANALYSIS AND RECOGNITION,
vol. 25,
pp. 207
-217
,
2022
| DOI: 10.1007/s10032-022-00401-y
Journal
|
| 44 |
Bigazzi, Roberto; Landi, Federico; Cascianelli, Silvia; Baraldi, Lorenzo; Cornia, Marcella; Cucchiara, Rita
"Focus on Impact: Indoor Exploration with Intrinsic Motivation"
IEEE ROBOTICS AND AUTOMATION LETTERS,
vol. 7,
pp. 2985
-2992
,
2022
| DOI: 10.1109/LRA.2022.3145971
Journal
|
| 45 |
Fenocchi, Emanuele; Morelli, Davide; Cornia, Marcella; Baraldi, Lorenzo; Cesari, Fabio; Cucchiara, Rita
"Dual-Branch Collaborative Transformer for Virtual Try-On"
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops,
vol. 2022-,
New Orleans, Louisiana,
pp. 2246
-2250
,
June 19-24, 2022,
2022
| DOI: 10.1109/CVPRW56347.2022.00246
Conference
|
| 46 |
Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita
"Explaining Transformer-based Image Captioning Models: An Empirical Analysis"
AI COMMUNICATIONS,
vol. 35,
pp. 111
-129
,
2022
| DOI: 10.3233/AIC-210172
Journal
|
| 47 |
Cornia, Marcella; Tomei, Matteo; Baraldi, Lorenzo; Cucchiara, Rita
"Matching Faces and Attributes Between the Artistic and the Real Domain: the PersonArt Approach"
ACM TRANSACTIONS ON MULTIMEDIA COMPUTING, COMMUNICATIONS AND APPLICATIONS,
vol. 18,
pp. 1
-23
,
2022
| DOI: 10.1145/3490033
Journal
|
| 48 | Tomei, Matteo; Baraldi, Lorenzo; Calderara, Simone; Bronzin, Simone; Cucchiara, Rita "RMS-Net: Regression and Masking for Soccer Event Spotting" Proceedings of the 25th International Conference on Pattern Recognition, Milan, Italy, pp. 7699 -7706 , 10-15 January 2021, 2021 | DOI: 10.1109/ICPR48806.2021.9412268 Conference |
| 49 |
Cojocaru, Iulian; Cascianelli, Silvia; Baraldi, Lorenzo; Corsini, Massimiliano; Cucchiara, Rita
"Watch Your Strokes: Improving Handwritten Text Recognition with Deformable Convolutions"
Proceedings of the 25th International Conference on Pattern Recognition,
Milan, Italy,
pp. 6096
-6103
,
10-15 January 2021,
2021
| DOI: 10.1109/ICPR48806.2021.9412392
Conference
|
| 50 |
Bigazzi, Roberto; Landi, Federico; Cornia, Marcella; Cascianelli, Silvia; Baraldi, Lorenzo; Cucchiara, Rita
"Explore and Explain: Self-supervised Navigation and Recounting"
Proceedings of the 25th International Conference on Pattern Recognition,
Milan, Italy,
pp. 1152
-1159
,
10-15 January 2021,
2021
| DOI: 10.1109/ICPR48806.2021.9412628
Conference
|
| 51 |
Stefanini, Matteo; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita
"A Novel Attention-based Aggregation Function to Combine Vision and Language"
Proceedings of the 25th International Conference on Pattern Recognition,
Milan, Italy,
pp. 1212
-1219
,
10-15 January 2021,
2021
| DOI: 10.1109/ICPR48806.2021.9413269
Conference
|
| 52 |
Landi, Federico; Baraldi, Lorenzo; Cornia, Marcella; Cucchiara, Rita
"Working Memory Connections for LSTM"
NEURAL NETWORKS,
vol. 144,
pp. 334
-341
,
2021
| DOI: 10.1016/j.neunet.2021.08.030
Journal
|
| 53 |
Bigazzi, Roberto; Landi, Federico; Cornia, Marcella; Cascianelli, Silvia; Baraldi, Lorenzo; Cucchiara, Rita
"Out of the Box: Embodied Navigation in the Real World"
Proceedings of the 19th International Conference on Computer Analysis of Images and Patterns,
vol. 13052,
Virtual,
pp. 47
-57
,
27 September - 01 October 2021,
2021
| DOI: 10.1007/978-3-030-89128-2_5
Conference
|
| 54 |
Cascianelli, Silvia; Cornia, Marcella; Baraldi, Lorenzo; Piazzi, Maria Ludovica; Schiuma, Rosiana; Cucchiara, Rita
"Learning to Read L'Infinito: Handwritten Text Recognition with Synthetic Training Data"
Proceedings of the 19th International Conference on Computer Analysis of Images and Patterns,
vol. 13053,
Virtual,
pp. 340
-350
,
27 September - 01 October 2021,
2021
| DOI: 10.1007/978-3-030-89131-2_31
Conference
|
| 55 |
Amoroso, Roberto; Baraldi, Lorenzo; Cucchiara, Rita
"Assessing the Role of Boundary-level Objectives in Indoor Semantic Segmentation"
COMPUTER ANALYSIS OF IMAGES AND PATTERNS, CAIP 2021, PT 1,
vol. 13052 LNCS,
Virtual,
pp. 455
-465
,
27 September - 01 October 2021,
2021
| DOI: 10.1007/978-3-030-89128-2_44
Conference
|
| 56 |
Landi, Federico; Baraldi, Lorenzo; Cornia, Marcella; Corsini, Massimiliano; Cucchiara, Rita
"Multimodal Attention Networks for Low-Level Vision-and-Language Navigation"
COMPUTER VISION AND IMAGE UNDERSTANDING,
vol. 210,
pp. 1
-10
,
2021
| DOI: 10.1016/j.cviu.2021.103255
Journal
|
| 57 |
Cagrandi, Marco; Cornia, Marcella; Stefanini, Matteo; Baraldi, Lorenzo; Cucchiara, Rita
"Learning to Select: A Fully Attentive Approach for Novel Object Captioning"
Proceedings of the ACM International Conference on Multimedia Retrieval,
Taipei, Taiwan,
pp. 437
-441
,
August 21-24, 2021,
2021
| DOI: 10.1145/3460426.3463587
Conference
|
| 58 |
Amoroso, Roberto; Baraldi, Lorenzo; Cucchiara, Rita
"Improving Indoor Semantic Segmentation with Boundary-level Objectives"
Proceedings of the 16th International Work-conference on Artificial Neural Networks,
vol. 12862,
Online,
pp. 318
-329
,
June 16-18, 2021,
2021
| DOI: 10.1007/978-3-030-85099-9_26
Conference
|
| 59 | Tomei, Matteo; Baraldi, Lorenzo; Bronzin, Simone; Cucchiara, Rita "Estimating (and fixing) the Effect of Face Obfuscation in Video Recognition" 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, Virtual, pp. 3257 -3263 , June 19-25, 2021, 2021 | DOI: 10.1109/CVPRW53098.2021.00364 Conference |
| 60 |
Poppi, Samuele; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita
"Revisiting The Evaluation of Class Activation Mapping for Explainability: A Novel Metric and Experimental Analysis"
2021 IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops,
Virtual,
pp. 2299
-2304
,
June 19-25, 2021,
2021
| DOI: 10.1109/CVPRW53098.2021.00260
Conference
|
| 61 |
Tomei, Matteo; Baraldi, Lorenzo; Calderara, Simone; Bronzin, Simone; Cucchiara, Rita
"Video action detection by learning graph-based spatio-temporal interactions"
COMPUTER VISION AND IMAGE UNDERSTANDING,
vol. 206,
pp. 1
-9
,
2021
| DOI: 10.1016/j.cviu.2021.103187
Journal
|
| 62 | Cornia, Marcella; Baraldi, Lorenzo; Tavakoli, Hamed R.; Cucchiara, Rita "A Unified Cycle-Consistent Neural Model for Text and Image Retrieval" MULTIMEDIA TOOLS AND APPLICATIONS, vol. 79, pp. 25697 -25721 , 2020 | DOI: 10.1007/s11042-020-09251-4 Journal |
| 63 |
Cornia, Marcella; Stefanini, Matteo; Baraldi, Lorenzo; Cucchiara, Rita
"Meshed-Memory Transformer for Image Captioning"
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition,
Seattle, WA, USA,
pp. 10575
-10584
,
June 14-19,
2020
| DOI: 10.1109/CVPR42600.2020.01059
Conference
|
| 64 |
Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita
"SMArT: Training Shallow Memory-aware Transformers for Robotic Explainability"
International Conference on Robotics and Automation,
Paris, France,
pp. 1128
-1134
,
May, 31 - June, 4,
2020
Conference
|
| 65 |
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
|
| 66 |
Cornia, Marcella; Stefanini, Matteo; Baraldi, Lorenzo; Corsini, Massimiliano; Cucchiara, Rita
"Explaining Digital Humanities by Aligning Images and Textual Descriptions"
PATTERN RECOGNITION LETTERS,
vol. 129,
pp. 166
-172
,
2020
| DOI: 10.1016/j.patrec.2019.11.018
Journal
|
| 67 | Pierdicca, R.; Paolanti, M.; Frontoni, E.; Baraldi, L. "Ai4ar: An ai-based mobile application for the automatic generation of ar contents" AUGMENTED REALITY, VIRTUAL REALITY, AND COMPUTER GRAPHICS, AVR 2020, PT I, vol. 12242, ita, pp. 273 -288 , 2020, 2020 | DOI: 10.1007/978-3-030-58465-8_21 Conference |
| 68 |
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
|
| 69 |
Pini, Stefano; Cornia, Marcella; Bolelli, Federico; Baraldi, Lorenzo; Cucchiara, Rita
"M-VAD Names: a Dataset for Video Captioning with Naming"
MULTIMEDIA TOOLS AND APPLICATIONS,
vol. 78,
pp. 14007
-14027
,
2019
| DOI: 10.1007/s11042-018-7040-z
Journal
|
| 70 |
Landi, Federico; Baraldi, Lorenzo; Corsini, Massimiliano; Cucchiara, Rita
"Embodied Vision-and-Language Navigation with Dynamic Convolutional Filters"
Proceedings of 30th British Machine Vision Conference,
Cardiff, UK,
pp. 1
-12
,
9th-12th September 2019,
2019
Conference
|
| 71 |
Tomei, Matteo; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita
"Image-to-Image Translation to Unfold the Reality of Artworks: an Empirical Analysis"
Image Analysis and Processing – ICIAP 2019,
Trento, Italy,
pp. 741
-752
,
9-13 September, 2019,
2019
| DOI: 10.1007/978-3-030-30645-8_67
Conference
|
| 72 |
Stefanini, Matteo; Cornia, Marcella; Baraldi, Lorenzo; Corsini, Massimiliano; Cucchiara, Rita
"Artpedia: A New Visual-Semantic Dataset with Visual and Contextual Sentences in the Artistic Domain"
Image Analysis and Processing – ICIAP 2019,
Trento, Italy,
pp. 729
-740
,
9-13 September, 2019,
2019
| DOI: 10.1007/978-3-030-30645-8_66
Conference
|
| 73 |
Tomei, Matteo; Baraldi, Lorenzo; Cornia, Marcella; Cucchiara, Rita
"What was Monet seeing while painting? Translating artworks to photo-realistic images"
Computer Vision – ECCV 2018 Workshops,
Munich, Germany,
8-14 September 2018,
2019
| DOI: 10.1007/978-3-030-11012-3_46
Conference
|
| 74 |
Carraggi, Angelo; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita
"Visual-Semantic Alignment Across Domains Using a Semi-Supervised Approach"
Computer Vision – ECCV 2018 Workshops,
vol. 11134,
Munich, Germany,
pp. 625
-640
,
8-14 September 2018,
2019
| DOI: 10.1007/978-3-030-11024-6_47
Conference
|
| 75 |
Cornia, Marcella; Baraldi, Lorenzo; Rezazadegan Tavakoli, Hamed; Cucchiara, Rita
"Towards Cycle-Consistent Models for Text and Image Retrieval"
Computer Vision – ECCV 2018 Workshops,
Munich, Germany,
8-14 September 2018,
2019
| DOI: 10.1007/978-3-030-11018-5_58
Conference
|
| 76 |
Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita
"Show, Control and Tell: A Framework for Generating Controllable and Grounded Captions"
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition,
vol. 2019-,
Long Beach, CA, USA,
pp. 8299
-8308
,
June 16-20 2019,
2019
| DOI: 10.1109/CVPR.2019.00850
Conference
|
| 77 |
Tomei, Matteo; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita
"Art2Real: Unfolding the Reality of Artworks via Semantically-Aware Image-to-Image Translation"
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition,
vol. 2019-,
Long Beach, CA, USA,
pp. 5842
-5852
,
June 16-20 2019,
2019
| DOI: 10.1109/CVPR.2019.00600
Conference
|
| 78 | Alletto, Stefano; Cornia, Marcella; Baraldi, Lorenzo; Serra, Giuseppe; Cucchiara, Rita "Recognizing social relationships from an egocentric vision perspective" MULTIMODAL BEHAVIOR ANALYSIS IN THE WILD: ADVANCES AND CHALLENGES, pp. 199 -224 , 2019 | DOI: 10.1016/B978-0-12-814601-9.00015-8 Chapter in Book |
| 79 |
Stefanini, M.; Lancellotti, R.; Baraldi, L.; Calderara, S.
"A Deep-learning-based approach to VM behavior Identification in Cloud Systems"
CLOSER 2019 - Proceedings of the 9th International Conference on Cloud Computing and Services Science,
Heraklion, Greece,
pp. 308
-315
,
May, 2019,
2019
| DOI: 10.5220/0007708403080315
Conference
|
| 80 |
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
|
| 81 |
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
|
| 82 |
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
|
| 83 |
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
|
| 84 |
Cornia, Marcella; Abati, Davide; Baraldi, Lorenzo; Palazzi, Andrea; Calderara, Simone; Cucchiara, Rita
"Attentive Models in Vision: Computing Saliency Maps in the Deep Learning Era"
INTELLIGENZA ARTIFICIALE,
vol. 12,
y,
pp. 161
-175
,
z,
2018
| DOI: 10.3233/IA-170033
Journal
|
| 85 |
Cornia, Marcella; Baraldi, Lorenzo; Serra, Giuseppe; Cucchiara, Rita
"Predicting Human Eye Fixations via an LSTM-based Saliency Attentive Model"
IEEE TRANSACTIONS ON IMAGE PROCESSING,
vol. 27,
pp. 5142
-5154
,
2018
| DOI: 10.1109/TIP.2018.2851672
Journal
|
| 86 |
Cornia, Marcella; Baraldi, Lorenzo; Serra, Giuseppe; Cucchiara, Rita
"SAM: Pushing the Limits of Saliency Prediction Models"
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops,
Salt Lake City,
pp. 1971
-1973
,
June 18-22 2018,
2018
| DOI: 10.1109/CVPRW.2018.00250
Conference
|
| 87 |
Baraldi, Lorenzo; Douze, Matthijs; Cucchiara, Rita; Jégou, Hervé
"LAMV: Learning to align and match videos with kernelized temporal layers"
2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition,
Salt Lake City, UT, USA, USA,
pp. 7804
-7813
,
June 18-22,
2018
| DOI: 10.1109/CVPR.2018.00814
Conference
|
| 88 |
Cornia, Marcella; Pini, Stefano; Baraldi, Lorenzo; Cucchiara, Rita
"Automatic Image Cropping and Selection using Saliency: an Application to Historical Manuscripts"
Digital Libraries and Multimedia Archives,
vol. 806,
Udine,
pp. 169
-179
,
January 25-26, 2018,
2018
| DOI: 10.1007/978-3-319-73165-0_17
Conference
|
| 89 | Cornia, Marcella; Baraldi, Lorenzo; Serra, Giuseppe; Cucchiara, Rita "Paying More Attention to Saliency: Image Captioning with Saliency and Context Attention" ACM TRANSACTIONS ON MULTIMEDIA COMPUTING, COMMUNICATIONS AND APPLICATIONS, vol. 14, pp. 1 -21 , 2018 | DOI: 10.1145/3177745 Journal |
| 90 |
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
|
| 91 |
Pini, Stefano; Ben Ahmed, Olfa; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita; Huet, Benoit
"Modeling Multimodal Cues in a Deep Learning-based Framework for Emotion Recognition in the Wild"
Proceedings of the 19th ACM International Conference on Multimodal Interaction,
Glasgow, Scotland,
pp. 536
-543
,
November 13-17th, 2017,
2017
| DOI: 10.1145/3136755.3143006
Conference
|
| 92 |
Cornia, Marcella; Abati, Davide; Baraldi, Lorenzo; Palazzi, Andrea; Calderara, Simone; Cucchiara, Rita
"Attentive Models in Vision: Computing Saliency Maps in the Deep Learning Era"
AI*IA 2017 Advances in Artificial Intelligence,
vol. 10640,
Bari, Italy,
pp. 387
-399
,
November 14-17, 2017,
2017
| DOI: 10.1007/978-3-319-70169-1_29
Conference
|
| 93 |
Pini, Stefano; Cornia, Marcella; Baraldi, Lorenzo; Cucchiara, Rita
"Towards Video Captioning with Naming: a Novel Dataset and a Multi-Modal Approach"
Image Analysis and Processing - ICIAP 2017,
vol. 10485,
Catania, Italy,
pp. 384
-395
,
11-15 September 2017,
2017
| DOI: 10.1007/978-3-319-68548-9_36
Conference
|
| 94 |
Cornia, Marcella; Baraldi, Lorenzo; Serra, Giuseppe; Cucchiara, Rita
"Visual Saliency for Image Captioning in New Multimedia Services"
Multimedia & Expo Workshops (ICMEW), 2017 IEEE International Conference on,
Hong Kong,
pp. 309
-314
,
July 10-14, 2017,
2017
| DOI: 10.1109/ICMEW.2017.8026277
Conference
|
| 95 |
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
|
| 96 |
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
|
| 97 |
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
|
| 98 | Grana, C.; Baraldi, L. "Preface" Communications in Computer and Information Science, vol. 733, Modena; Italy, pp. 5 -6 , 26 - 27 gennaio 2017, 2017 Conference |
| 99 |
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
|
| 100 |
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
|
| 101 |
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
|
| 102 |
Cornia, Marcella; Baraldi, Lorenzo; Serra, Giuseppe; Cucchiara, Rita
"A Deep Multi-Level Network for Saliency Prediction"
Pattern Recognition (ICPR), 2016 23rd International Conference on,
Cancun, Mexico,
pp. 3488
-3493
,
4-8 Dec 2016,
2016
| DOI: 10.1109/ICPR.2016.7900174
Conference
|
| 103 |
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
|
| 104 |
Cornia, Marcella; Baraldi, Lorenzo; Serra, Giuseppe; Cucchiara, Rita
"Multi-Level Net: a Visual Saliency Prediction Model"
Computer Vision – ECCV 2016 Workshops,
vol. 9914,
Amsterdam, The Netherlands,
pp. 302
-315
,
October 9th, 2016,
2016
| DOI: 10.1007/978-3-319-48881-3_21
Conference
|
| 105 |
Paci, Francesco; Baraldi, Lorenzo; Serra, Giuseppe; Cucchiara, Rita; Benini, Luca
"Context Change Detection for an Ultra-Low Power Low-Resolution Ego-Vision Imager"
Computer Vision – ECCV 2016 Workshops,
vol. 9913,
Amsterdam, The Netherlands,
pp. 589
-602
,
October 8-10, 2016,
2016
| DOI: 10.1007/978-3-319-46604-0_42
Conference
|
| 106 |
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
|
| 107 |
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
|
| 108 |
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
|
| 109 |
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
|
| 110 |
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
|
| 111 |
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
|
| 112 |
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
|
| 113 |
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
|
| 114 |
Baraldi, Lorenzo; Paci, Francesco; Serra, Giuseppe; Cucchiara, Rita
"Gesture Recognition using Wearable Vision Sensors to Enhance Visitors' Museum Experiences"
IEEE SENSORS JOURNAL,
vol. 15,
pp. 2705
-2714
,
2015
| DOI: 10.1109/JSEN.2015.2411994
Journal
|
| 115 |
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
|
| 116 |
Baraldi, Lorenzo; Paci, Francesco; Serra, Giuseppe; Benini, Luca; Cucchiara, Rita
"Gesture Recognition in Ego-Centric Videos using Dense Trajectories and Hand Segmentation"
Computer Vision and Pattern Recognition Workshops (CVPRW), 2014 IEEE Conference on,
Columbus, Ohio,
pp. 702
-707
,
23-28 June 2014,
2014
| DOI: 10.1109/CVPRW.2014.107
Conference
|
| 117 |
Serra, Giuseppe; Camurri, Marco; Baraldi, Lorenzo; Michela, Benedetti; Cucchiara, Rita
"Hand Segmentation for Gesture Recognition in EGO-Vision"
Proceedings of the 3rd ACM international workshop on Interactive multimedia on mobile & portable devices,
Barcelona, Spain,
pp. 31
-36
,
21 October 2013,
2013
| DOI: 10.1145/2505483.2505490
Conference
|