Giovanni Maria Farinella

Full Professor

Giovanni Maria Farinella

Full Professor

Publications

Giovanni Maria Farinella, Michele Mazzamuto, Daniele Di Mauro, Antonino Furnari Gianpiero Francesca. A Method for Sorting a Database. Patent Application Number EP26154141.1, filling date: 26/01/2026, Toyota, University of Catania. 2026.

Francesco Ragusa, Michele Mazzamuto, Rosario Forte, Irene D'Ambra, James Fort, Jakob Engel, Antonino Furnari, Giovanni Maria Farinella. Ego-EXTRA: video-language Egocentric Dataset for EXpert-TRAinee assistance. IEEE Winter Conference on Application of Computer Vision (WACV). 2026.

Maria Santos-Villafranca, Jesus Bermudez-Cameo, Alejandro Perez-Yus, Giovanni Maria Farinella, Antonino Furnari. Ego-METAS: an Egocentric online Multimodal Energy-efficient Temporal Action Segmentation benchmark. arXiv preprint arXiv:2606.02246. 2026.

Lorenzo Mur-Labadia, Ruben Martinez-Cantin, Jose J. Guerrero, Giovanni Maria Farinella, Antonino Furnari. Integrating Affordances and Attention models for Short-Term Object Interaction Anticipation. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2026.

Rosario Leonardi, Antonino Furnari, Francesco Ragusa, Giovanni Maria Farinella. Leveraging Synthetic Data for Enhancing Egocentric Hand-Object Interaction Detection. International Journal of Computer Vision (IJCV). 2026.

Zaira Manigrasso, Matteo Dunnhofer, Antonino Furnari, Moritz Nottebaum, Antonio Finocchiaro, Davide Marana, Rosario Forte, Giovanni Maria Farinella, Christian Micheloni. Online Episodic Memory Visual Query Localization with Egocentric Streaming Object Memory. IEEE Winter Conference on Application of Computer Vision (WACV). 2026.

Michele Mazzamuto, Daniele Di Mauro, Gianpiero Francesca, Giovanni Maria Farinella, Antonino Furnari. ProSkill: Segment-Level Skill Assessment in Procedural Videos. IEEE Winter Conference on Application of Computer Vision (WACV). 2026.

Seminara, Luigi, Farinella, Giovanni Maria, Furnari, Antonino. Task Graph Maximum Likelihood Estimation for Procedural Activity Understanding in Egocentric Videos. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2026.

Leonardo Plini, Luca Scofano, Edoardo De Matteis, Guido Maria D’Amely di Melendugno, Alessandro Flaborea, Andrea Sanchietti, Giovanni Maria Farinella, Fabio Galasso, Antonino Furnari. TI-PREGO: Chain of Thought and In-Context Learning for online mistake detection in PRocedural EGOcentric videos. Computer Vision and Image Understanding. 2026.

Asfand Yaar, Ivan Rodin, Giovanni Maria Farinella, Antonino Furnari. A Benchmark of Egocentric Scene Graph Prediction Methods for Understanding Human-Object Interactions. Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP) Workshops. 2025.

Antonio Finocchiaro, Alessandro Sebastiano Catinello, Michele Mazzamuto, Rosario Leonardi, Antonino Furnari, Giovanni Maria Farinella. A Real-Time System for Egocentric Hand-Object Interaction Detection in Industrial Domains. Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP) Workshops. 2025.

Salvatore Mario Carota, Alessandro Privitera, Daniele Di Mauro, Antonino Furnari, Giovanni Maria Farinella, Francesco Ragusa. Benchmarking Neural Rendering Approaches for 3D Reconstruction of Underwater Environments. International Conference on Computer Vision Theory and Applications (VISAPP). 2025.

Marco Rosano, Danilo Leocata, Antonino Furnari, Giovanni Maria Farinella. CrowdSim++: Unifying Crowd Navigation and Obstacle Avoidance. International Conference on Agents and Artificial Intelligence (ICAART). 2025.

Ivan Rodin, Tz-Ying Wu, Kyle Min, Sharath Nittur Sridhar, Antonino Furnari, Subarna Tripathi, Giovanni Maria Farinella. EASG-Bench: Video Q&A Benchmark with Egocentric Action Scene Graphs. IEEE/CVF International Conference on Computer Vision Workshops (ICCVW). 2025.

Antonio Finocchiaro, Giovanni Maria Farinella, Antonino Furnari. Efficient Calisthenics Skills Classification through Foreground Instance Selection and Depth Estimation. Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP). 2025.

Alessandro Sebastiano Catinello, Matteo Dunnhofer, Giovanni Maria Farinella, Emanuele Frontoni, Antonino Furnari, Christian Micheloni, Marina Paolanti, Rocco Pietrini, Devis Salierno, Lorenzo Stacchio, Asfand Yaar. Ego and exo views for an object-level human behavior analysis and understanding through tracking in retail spaces. Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP). 2025.

Kristen Grauman, Andrew Westbury, Lorenzo Torresani, Kris Kitani, Jitendra Malik, Triantafyllos Afouras, Kumar Ashutosh, Vijay Baiyya, Siddhant Bansal, Bikram Boote, Eugene Byrne, Zach Chavis, Joya Chen, Feng Cheng, Fu-Jen Chu, Sean Crane, Avijit Dasgupta, Jing Dong, Maria Escobar, Cristhian Forigua, Abrham Gebreselasie, Sanjay Haresh, Jing Huang, Md Mohaiminul Islam, Suyog Jain, Rawal Khirodkar, Devansh Kukreja, Kevin J. Liang, Jia-Wei Liu, Sagnik Majumder, Yongsen Mao, Miguel Martin, Effrosyni Mavroudi, Tushar Nagarajan, Francesco Ragusa, Santhosh Kumar Ramakrishnan, Luigi Seminara, Arjun Somayazulu, Yale Song, Shan Su, Zihui Xue, Edward Zhang, Jinxu Zhang, Angela Castillo, Changan Chen, Xinzhu Fu, Ryosuke Furuta, Cristina González, Prince Gupta, Jiabo Hu, Yifei Huang, Yiming Huang, Weslie Khoo, Anush Kumar, Robert Kuo, Sach Lakhavani, Miao Liu, Mi Luo, Zhengyi Luo, Brighid Meredith, Austin Miller, Oluwatumininu Oguntola, Xiaqing Pan, Penny Peng, Shraman Pramanick, Merey Ramazanova, Fiona Ryan, Wei Shan, Kiran Somasundaram, Chenan Song, Audrey Southerland, Masatoshi Tateno, Huiyu Wang, Yuchen Wang, Takuma Yagi, Mingfei Yan, Xitong Yang, Zecheng Yu, Shengxin Cindy Zha, Chen Zhao, Ziwei Zhao, Zhifan Zhu, Jeff Zhuo, Pablo Arbeláez, Gedas Bertasius, David Crandall, Dima Damen, Jakob Engel, Giovanni Maria Farinella, Antonino Furnari, Bernard Ghanem, Judy Hoffman, C. V. Jawahar, Richard Newcombe, Hyun Soo Park, James M. Rehg, Yoichi Sato, Manolis Savva, Jianbo Shi, Mike Zheng Shou, Michael Wray. Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives. International Journal of Computer Vision. 2025.

Ivan Rodin, Antonino Furnari, Giovanni Maria Farinella. Egocentric Action Anticipation from Untrimmed Videos. IET Computer Vision. 2025.

Marco Moltisanti, Ketty Cantone, Antonino Lopes, Emanuele Ragusa, Rosario Leonardi, Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella. Egocentric Human-Object Interaction in Industrial Scenarios: a Case Study. Ital-IA 2025: 5th National Conference on Artificial Intelligence, June 23–24, 2025, Trieste, Italy. 2025.

Camillo Quattrocchi, Antonino Furnari, Daniele Di Mauro, Mario Valerio Giuffrida, Giovanni Maria Farinella. Exocentric-to-Egocentric Adaptation for Temporal Action Segmentation with Unlabeled Synchronized Video Pairs. International Journal on Computer Vision (IJCV). 2025.

Mazzamuto, Michele, Furnari, Antonino, Sato, Yoichi, Farinella, Giovanni Maria. Gazing Into Missteps: Leveraging Eye-Gaze for Unsupervised Mistake Detection in Egocentric Videos of Skilled Human Activities. IEE/CVF Conference on Computer Vision and Patter Recognition. 2025.

Giuseppe Lando, Rosario Forte, Giovanni Maria Farinella, Antonino Furnari. How Far Can Off-the-Shelf Multimodal Large Language Models Go in Online Episodic Memory Question Answering?. Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP). 2025.

Alessandro Sebastiano Catinello, Giovanni Maria Farinella, Antonino Furnari. Mamba-OTR: a Mamba-based Solution for Online Take and Release Detection from Untrimmed Egocentric Video. Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP). 2025.

Alessandro Sebastiano Catinello, Giovanni Maria Farinella, Antonino Furnari. Online Detection of End of Take and Release actions from Egocentric Videos. International Conference on Computer Vision Theory and Applications (VISAPP). 2025.

Daniele Di Mauro, Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella. Spatial Understanding for Industry. Ital-IA 2025: 5th National Conference on Artificial Intelligence, June 23–24, 2025, Trieste, Italy. 2025.

Zaira Manigrasso, Antonio Finocchiaro, Davide Manara, Rosario Forte, Moritz Nottebaum, Matteo Dunnhofer, Giovanni Maria Farinella, Antonino Furnari, Christian Micheloni. T-EVO: Tracking in Egovision for Online Visual Episodic Memory. Proceedings of the 23rd International Conference on Image Analysis and Processing (ICIAP). 2025.

Ivan Rodin, Antonino Furnari, Kyle Min, Subarna Tripathi, Giovanni Maria Farinella. Action Scene Graphs for Long-Form Understanding of Egocentric Videos. Conference on Computer Vision and Pattern Recognition (CVPR). 2024.

Lorenzo Mur-Labadia, Ruben Martinez-Cantin, Josechu Guerrero, Giovanni Maria Farinella, Antonino Furnari. AFF-ttention! Affordances and Attention models for Short-Term Object Interaction Anticipation. European Conference on Computer Vision (ECCV). 2024.

Chiara Plizzari, Gabriele Goletto, Antonino Furnari, Siddhant Bansal, Francesco Ragusa, Giovanni Maria Farinella, Dima Damen, Tatiana Tommasi. An Outlook into the Future of Egocentric Vision. International Journal of Computer Vision (IJCV). 2024.

Rosario Leonardi, Antonino Furnari, Francesco Ragusa, Giovanni Maria Farinella. Are Synthetic Data Useful for Egocentric Hand-Object Interaction Detection?. European Conference on Computer Vision (ECCV). 2024.

Antonio Finocchiaro, Giovanni Maria Farinella, Antonino Furnari. Calisthenics Skills Temporal Video Segmentation. International Conference on Computer Vision Theory and Applications (VISAPP). 2024.

Seminara, Luigi, Farinella, Giovanni Maria, Furnari, Antonino. Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos. Advances in Neural Information Processing Systems. 2024.

Kristen Grauman, Andrew Westbury, Lorenzo Torresani, Kris Kitani, Jitendra Malik, Triantafyllos Afouras, Kumar Ashutosh, Vijay Baiyya, Siddhant Bansal, Bikram Boote, Eugene Byrne, Zach Chavis, Joya Chen, Feng Cheng, Fu-Jen Chu, Sean Crane, Avijit Dasgupta, Jing Dong, Maria Escobar, Cristhian Forigua, Abrham Gebreselasie, Sanjay Haresh, Jing Huang, Md Mohaiminul Islam, Suyog Jain, Rawal Khirodkar, Devansh Kukreja, Kevin J Liang, Jia-Wei Liu, Sagnik Majumder, Yongsen Mao, Miguel Martin, Effrosyni Mavroudi, Tushar Nagarajan, Francesco Ragusa, Santhosh Kumar Ramakrishnan, Luigi Seminara, Arjun Somayazulu, Yale Song, Shan Su, Zihui Xue, Edward Zhang, Jinxu Zhang, Angela Castillo, Changan Chen, Xinzhu Fu, Ryosuke Furuta, Cristina Gonzalez, Prince Gupta, Jiabo Hu, Yifei Huang, Yiming Huang, Weslie Khoo, Anush Kumar, Robert Kuo, Sach Lakhavani, Miao Liu, Mi Luo, Zhengyi Luo, Brighid Meredith, Austin Miller, Oluwatumininu Oguntola, Xiaqing Pan, Penny Peng, Shraman Pramanick, Merey Ramazanova, Fiona Ryan, Wei Shan, Kiran Somasundaram, Chenan Song, Audrey Southerland, Masatoshi Tateno, Huiyu Wang, Yuchen Wang, Takuma Yagi, Mingfei Yan, Xitong Yang, Zecheng Yu, Shengxin Cindy Zha, Chen Zhao, Ziwei Zhao, Zhifan Zhu, Jeff Zhuo, Pablo Arbelaez, Gedas Bertasius, David Crandall, Dima Damen, Jakob Engel, Giovanni Maria Farinella, Antonino Furnari, Bernard Ghanem, Judy Hoffman, C. V. Jawahar, Richard Newcombe, Hyun Soo Park, James M. Rehg, Yoichi Sato, Manolis Savva, Jianbo Shi, Mike Zheng Shou, Michael Wray. Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives. Conference on Computer Vision and Pattern Recognition (CVPR). 2024.

Kristen Grauman, Andrew Westbury, Eugene Byrne, Vincent Cartillier, Zachary Chavis, Antonino Furnari, Rohit Girdhar, Jackson Hamburger, Hao Jiang, Devansh Kukreja, Miao Liu, Xingyu Liu, Miguel Martin, Tushar Nagarajan, Ilija Radosavovic, Santhosh Kumar Ramakrishnan, Fiona Ryan, Jayant Sharma, Michael Wray, Mengmeng Xu, Eric Zhongcong Xu, Chen Zhao, Siddhant Bansal, Dhruv Batra, Sean Crane, Tien Do, Morrie Doulaty, Akshay Erapalli, Christoph Feichtenhofer, Adriano Fragomeni, Qichen Fu, Abrham Gebreselasie, Cristina Gonzalez, James Hillis, Xuhua Huang, Yifei Huang, Wenqi Jia, Weslie Khoo, Jachym Kolar, Satwik Kottur, Anurag Kumar, Federico Landini, Chao Li, Yanghao Li, Zhenqiang Li, Karttikeya Mangalam, Raghava Modhugu, Jonathan Munro, Tullie Murrell, Takumi Nishiyasu, Will Price, Paola Ruiz Puentes, Merey Ramazanova, Leda Sari, Kiran Somasundaram, Audrey Southerland, Yusuke Sugano, Ruijie Tao, Minh Vo, Yuchen Wang, Xindi Wu, Takuma Yagi, Ziwei Zhao, Yunyi Zhu, Pablo Arbelaez, David Crandall, Dima Damen, Giovanni Maria Farinella, Christian Fuegen, Bernard Ghanem, Vamsi Krishna Ithapu, C.V. Jawahar, Hanbyul Joo, Kris Kitani, Haizhou Li, Richard Newcombe, Aude Oliva, Hyun Soo Park, James M. Rehg, Yoichi Sato, Jianbo Shi, Mike Zheng Shou, Antonio Torralba, Lorenzo Torresani, Mingfei Yan, Jitendra Malik. Ego4D: Around the World in 3,000 Hours of Egocentric Video. IEEE Transactions on Pattern Analysis and Machine Intelligence. 2024.

Francesco Ragusa, Rosario Leonardi, Michele Mazzamuto, Claudia Bonanno, Rosario Scavo, Antonino Furnari, Giovanni Maria Farinella. ENIGMA-51: Towards a Fine-Grained Understanding of Human-Object Interactions in Industrial Scenarios. IEEE Winter Conference on Application of Computer Vision (WACV). 2024.

Rosario Leonardi, Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella. Exploiting Multimodal Synthetic Data for Egocentric Human-Object Interaction Detection in an Industrial Scenario. Computer Vision and Image Understanding (CVIU). 2024.

Asfand Yaar, Antonino Furnari, Marco Rosano, Aki Härmä, Giovanni Maria Farinella. Finding and Navigating to Humans in Complex Environments for Assistive Task. International Conference on Computer Vision Theory and Applications (VISAPP). 2024.

Luca Strano, Claudia Bonanno, Francesco Ragusa, Giovanni Maria Farinella, Antonino Furnari. HERO-GPT: Zero-Shot Conversational Assistance in Industrial Domains Exploiting Large Language Models. International Conference on Image Processing and Video Engineering (IMPROVE). 2024.

Michele Mazzamuto, Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella. Learning to Detect Attended Objects in Cultural Sites with Gaze Signals and Weak Object Supervision. Journal on Computing and Cultural Heritage (JOCCH). 2024.

Alessandro Flaborea, Guido D'Amely, Leonardo Plini, Luca Scofano, Edoardo De Matteis, Antonino Furnari, Giovanni Maria Farinella, Fabio Galasso. PREGO: online mistake detection in PRocedural EGOcentric videos. Conference on Computer Vision and Pattern Recognition (CVPR). 2024.

Camillo Quattrocchi, Antonino Furnari, Daniele Di Mauro, Mario Valerio Giuffrida, Giovanni Maria Farinella. Synchronization is All You Need: Exocentric-to-Egocentric Transfer for Temporal Action Segmentation with Unlabeled Synchronized Video Pairs. European Conference on Computer Vision (ECCV). 2024.

Rosario Forte, Michele Mazzamuto, Francesco Ragusa, Giovanni Maria Farinella, Antonino Furnari. World-map misalignment detection for visual navigation systems. International Conference on Computer Vision Theory and Applications (VISAPP). 2024.

Michele Mazzamuto, Francesco Ragusa, Alessandro Resta, Giovanni Maria Farinella, Antonino Furnari. A Wearable Device Application for Human-Object Interactions Detection. In International Conference on Computer Vision Theory and Applications (VISAPP). 2023.

Michele Mazzamuto, Francesco Ragusa, Alessandro Resta, Giovanni Maria Farinella, Antonino Furnari. A Wearable Device Application for Human-Object Interactions Detection.. International Conference on Computer Vision Theory and Applications (VISAPP). 2023.

Luigi Seminara, Francesco Ragusa, Rosario Leonardi, Giovanni Maria Farinella, Antonino Furnari. An AR-Based Tool for Acquisition and Automatic Labeling of Human-Object Interactions From First Person Vision. IEEE Conference on Metrology for eXtended Reality, Artificial Intelligence and Neural Engineering (MetroXRAINE). 2023.

Nicola Messina, Fabrizio Falchi, Antonino Furnari, Claudio Gennaro, Giovanni Maria Farinella. An Optimized Pipeline for Image-Based Localization in Museums from Egocentric Images. International Conference on Image Analysis and Processing (ICIAP). 2023.

Giovanni Maria Farinella, Antonino Furnari. Artificial Vision Algorithms for Industry. Ital-IA 2023: 3rd National Conference on Artificial Intelligence, organized by CINI, May 29--31, 2023, Pisa, Italy. 2023.

Ivan Rodin, Antonino Furnari, Dimitrios Mavroeidis, Giovanni Maria Farinella. Egocentric Action Anticipation for Personal Health. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). 2023.

Francesco Ragusa, Antonino Furnari, Antonino Lopes, Marco Moltisanti, Emanuele Ragusa, Marina Samarotto, Luciano Santo, Nicola Picone, Leo Scarso, Giovanni Maria Farinella. ENIGMA: Egocentric Navigator for Industrial Guidance, Monitoring and Anticipation. International Conference on Computer Vision Theory and Applications (VISAPP). 2023.

Claudia Bonanno, Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella. HERO: A Multi-Modal Approach on Mobile Devices for Visual-Aware Conversational Assistance in Industrial Domains. International Conference on Image Analysis and Processing (ICIAP). 2023.

Marco Rosano, Antonino Furnari, Luigi Gulino, Corrado Santoro, Giovanni Maria Farinella. Image-based Navigation in Real-World Environments via Multiple Mid-level Representations: Fusion Models, Benchmark and Efficient Evaluation. Autonomous Robots. 2023.

Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella. MECCANO: A Multimodal Egocentric Dataset for Humans Behavior Understanding in the Industrial-like Domain. Computer Vision and Image Understanding (CVIU). 2023.

Marco Rosano, Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella. MOVING: a MOdular and flexible platform for embodied VIsual NaviGation. International Conference on Image Analysis and Processing (ICIAP). 2023.

Camillo Quattrocchi, Daniele Di Mauro, Antonino Furnari, Antonino Lopes, Marco Moltisanti, Giovanni Maria Farinella. Put Your PPE On: A Tool for Synthetic Data Generation and Related Benchmark in Construction Site Scenarios. International Conference on Computer Vision Theory and Applications (VISAPP). 2023.

Rosario Scavo, Francesco Ragusa, Giovanni Maria Farinella, Antonino Furnari. Quasi-Online Detection of Take and Release Actions from Egocentric Videos. International Conference on Image Analysis and Processing (ICIAP). 2023.

Francesco Ragusa, Giovanni Maria Farinella, Antonino Furnari. StillFast: An End-to-End Approach for Short-Term Object Interaction Anticipation. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops. 2023.

Antonino Furnari, Giovanni Maria Farinella. Streaming egocentric action anticipation: an evaluation scheme and approach. Computer Vision and Image Understanding (CVIU). 2023.

Giovanni Maria Farinella, Antonino Furnari, Francesco Ragusa. Wearable Visual Intelligence to Assist Humans in Workplaces. Ital-IA 2023: 3rd National Conference on Artificial Intelligence, organized by CINI, May 29--31, 2023, Pisa, Italy. 2023.

Giovanni Pasqualino, Antonino Furnari, Giovanni Maria Farinella. A multi camera unsupervised domain adaptation pipeline for object detection in cultural sites through adversarial learning and self-training. Computer Vision and Image Understanding (CVIU). 2022.

Dario Allegra, Sebastiano Battiato, Vincenzo Cutello, Giovanni Maria Farinella, Giovanni Gallo, Antonino Furnari, Daniela Giordano, Alessandro Ortis, Simone Palazzo, Mario. Pavone, Concetto Spampinato, Filippo Stanco. AI per l'Industria presso Università degli Studi di Catania. . 2022.

Kristen Grauman, Andrew Westbury, Eugene Byrne, Zachary Chavis, Antonino Furnari, Rohit Girdhar, Jackson Hamburger, Hao Jiang, Miao Liu, Xingyu Liu, Miguel Martin, Tushar Nagarajan, Ilija Radosavovic, Santhosh Kumar Ramakrishnan, Fiona Ryan, Jayant Sharma, Michael Wray, Mengmeng Xu, Eric Zhongcong Xu, Chen Zhao, Siddhant Bansal, Dhruv Batra, Vincent Cartillier, Sean Crane, Tien Do, Morrie Doulaty, Akshay Erapalli, Christoph Feichtenhofer, Adriano Fragomeni, Qichen Fu, Christian Fuegen, Abrham Gebreselasie, Cristina Gonzalez, James Hillis, Xuhua Huang, Yifei Huang, Wenqi Jia, Weslie Khoo, Jachym Kolar, Satwik Kottur, Anurag Kumar, Federico Landini, Chao Li, Yanghao Li, Zhenqiang Li, Karttikeya Mangalam, Raghava Modhugu, Jonathan Munro, Tullie Murrell, Takumi Nishiyasu, Will Price, Paola Ruiz Puentes, Merey Ramazanova, Leda Sari, Kiran Somasundaram, Audrey Southerland, Yusuke Sugano, Ruijie Tao, Minh Vo, Yuchen Wang, Xindi Wu, Takuma Yagi, Yunyi Zhu, Pablo Arbelaez, David Crandall, Dima Damen, Giovanni Maria Farinella, Bernard Ghanem, Vamsi Krishna Ithapu, C. V. Jawahar, Hanbyul Joo, Kris Kitani, Haizhou Li, Richard Newcombe, Aude Oliva, Hyun Soo Park, James M. Rehg, Yoichi Sato, Jianbo Shi, Mike Zheng Shou, Antonio Torralba, Lorenzo Torresani, Mingfei Yan, Jitendra Malik. Around the World in 3,000 Hours of Egocentric Video. IEEE/CVF International Conference on Computer Vision and Pattern Recognition. 2022.

Rosario Leonardi, Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella. Egocentric Human-Object Interaction Detection Exploiting Synthetic Data. International Conference on Image Analysis and Processing (ICIAP). 2022.

Claudia Bonanno, Francesco Ragusa, Rosario Leonardi, Antonino Furnari, Giovanni Maria Farinella. HERO: An Artificial Conversational Assistant to Support Humans in Industrial Scenarios. International Conference on Signal Processing and Multimedia Applications (SIGMAP). 2022.

Camillo Quattrocchi, Daniele Di Mauro, Antonino Furnari, Giovanni Maria Farinella. Panoptic Segmentation in Industrial Environments using Synthetic and Real Data. International Conference on Image Analysis and Processing (ICIAP). 2022.

Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Antonino Furnari, Evangelos Kazakos, Jian Ma, Jian, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray. Rescaling Egocentric Vision: Collection, Pipeline and Challenges for EPIC-KITCHENS-100. International Journal on Computer Vision (IJCV). 2022.

Giovanni Maria Farinella, Antonino Furnari, Francesco Ragusa. Sistemi di Visione Artificiale Indossabili in Ambienti Industriali. . 2022.

Antonino Furnari, Giovanni Maria Farinella. Towards Streaming Egocentric Action Anticipation. International Conference on Pattern Recognition (ICPR). 2022.

Giovanni Pasqualino, Antonino Furnari, Giovanni Maria Farinella. Unsupervised Multi-Camera Domain Adaptation for Object Detection in Cultural Sites. International Conference on Image Analysis and Processing (ICIAP). 2022.

Ivan Rodin, Antonino Furnari, Dimitrios Mavroedis, Giovanni Maria Farinella. Untrimmed Action Anticipation. International Conference on Image Analysis and Processing (ICIAP). 2022.

Matteo Dunnhofer, Antonino Furnari, Giovanni Maria Farinella, Christian Micheloni. Visual Object Tracking in First Person Vision. International Journal of Computer Vision (IJCV). 2022.

Giuseppe Puglisi, Daniele Di Mauro, Antonino Furnari, Luigi Gulino, Giovanni Maria Farinella. Visual RSSI Fingerprinting for Radio-based Indoor Localization. International Conference on Signal Processing and Multimedia Applications (SIGMAP). 2022.

Michele Mazzamuto, Francesco Ragusa, Antonino Furnari, Giovanni Maria Farinella. Weakly Supervised Attended Object Detection Using Gaze Data as Annotations. International Conference on Image Analysis and Processing (ICIAP). 2022.

Ronja Möller, Antonino Furnari, Sebastiano Battiato, Aki Härmä, Giovanni Maria Farinella. A Survey on Human-aware Robot Navigation. Robotics and Autonomous Systems. 2021.

Giovanni Pasqualino, Antonino Furnari, Giovanni Signorello, Giovanni Maria Farinella. An Unsupervised Domain Adaptation Scheme for Single-Stage Artwork Recognition in Cultural Sites. Image and Vision Computing. 2021.

Emiliano Spera, Antonino Furnari, Sebastiano Battiato, Giovanni M Farinella. EgoCart: a Benchmark Dataset for Large-Scale Indoor Image-Based Localization in Retail Stores. IEEE Transactions on Circuits and Systems for Video Technology. 2021.

Dario Allegra, Mattia Litrico, Maria Ausilia Napoli Spatafora, Filippo Stanco, Giovanni Maria Farinella. Exploiting Egocentric Vision on Shopping Cart for Out-Of-Stock Detection in Retail Environments. IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) - Assistive Computer Vision and Robotics. 2021.

Alessandro Ortis, Giovanni Maria Farinella, Giovanni Torrisi, Sebastiano Battiato. Exploiting objective text description of images for visual sentiment analysis. Multimedia Tools and Applications. 2021.

Matteo Dunnhofer, Antonino Furnari, Giovanni Maria Farinella, Christian Micheloni. Is First Person Vision Challenging for Object Tracking?. IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) - Visual Object Tracking Challenge. 2021.

Ivan Rodin, Antonino Furnari, Dimitrios Mavroedis, Giovanni Maria Farinella. Predicting the Future from First Person (Egocentric) Vision: A Survey. Computer Vision and Image Understanding. 2021.

Antonino Furnari, Giovanni Maria Farinella. Rolling-Unrolling LSTMs for Action Anticipation from First-Person Video. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI). 2021.

Dima Damen, Hazel Doughty, Giovanni Maria Farinella, Sanja Fidler, Antonino Furnari, Evangelos Kazakos, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray. The EPIC-KITCHENS Dataset: Collection, Challenges and Baselines. IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI). 2021.

Francesco Ragusa, Antonino Furnari, Salvatore Livatino, Giovanni Maria Farinella. The MECCANO Dataset: Understanding Human-Object Interactions from Egocentric Videos in an Industrial-like Domain. IEEE Winter Conference on Application of Computer Vision (WACV). 2021.

Daniele Di Mauro, Antonino Furnari, Giovanni Signorello, Giovanni Maria Farinella. Unsupervised Domain Adaptation for 6DOF Indoor Localization. International Conference on Computer Vision Theory and Applications - VISAPP. 2021.

Ortis, Alessandro, Giovanni Maria Farinella,, Sebastiano Battiato.. Survey on Visual Sentiment Analysis. IET Image Processing. 2020.

Marco Rosano, Antonino Furnari, Luigi Gulino, Giovanni Maria Farinella. A Comparison of Visual Navigation Approaches Based on Localization and Reinforcement Learning in Virtual and Real Environments. International Conference on Computer Vision Theory and Applications (VISAPP). 2020.

Tiziana Rotondo, Giovanni Maria Farinella, Davide Giacalone, Sebastiano Mauro Strano, Valeria Tomaselli, Sebastiano Battiato. Anticipating Activity from Multimodal Signals. International Conference on Pattern Recognition (ICPR). 2020.

Francesco Ragusa, Antonino Furnari, Sebastiano Battiato, Giovanni Signorello, Giovanni Maria Farinella. EGO-CH: Dataset and Fundamental Tasks for Visitors Behavioral Understanding using Egocentric Vision. Pattern Recognition Letters - Special Issue on Pattern Recognition and Artificial Intelligence Techniques for Cultural Heritage. 2020.

Santi Orlando, Antonino Furnari, Giovanni Maria Farinella. Egocentric Visitor Localization and Artwork Detection inCultural Sites Using Synthetic Data. Pattern Recognition Letters - Special Issue on Pattern Recognition and Artificial Intelligence Techniques for Cultural Heritage. 2020.

Sebastiano Battiato1 Aki Härmä Ronja Möller Antonino Furnari1, Giovanni Maria Farinella. Face Analysis and Body LanguageUnderstanding from Egocentric Cameras. SMARTPHIL - First Workshop on Personal Health Interfaces, in conjunction with ACM IUI. 2020.

Guglielmo Camporese, Pasquale Coscia, Antonino Furnari, Giovanni Maria Farinella, Lamberto Ballan. Knowledge Distillation for Action Anticipation via Label Smoothing. International Conference on Pattern Recognition (ICPR). 2020.

Giovanni Pasqualino, Stefano Scafiti, Antonino Furnari, Giovanni Maria Farinella. Localizing Visitors in Natural Sites Exploiting Modality Attention on Egocentric Images and GPS Data. International Conference on Computer Vision Theory and Applications (VISAPP). 2020.

Giovanni Maria Farinella, Antonino Furnari, Francesco Ragusa, Emanuele Ragusa, Giuseppe Sorbello, Antonino Lopes, Luciano Santo, Marina Samarotto, Bartolo Scarso, Edoardo Scarso. Metodo di assistenza virtuale relativo dispositivo e sistema. . 2020.

Marco Rosano, Antonino Furnari, Luigi Gulino, Giovanni Maria Farinella. On Embodied Visual Navigation in Real Environments Through Habitat. International Conference on Pattern Recognition (ICPR). 2020.

G Pappalardo, G M Farinella. On the Detection of Colorectal Polyps with Hierarchical Fine-Tuning. 2020 IEEE International Symposium on Medical Measurements and Applications (MeMeA). 2020.

G Pappalardo, D Allegra, F Stanco, G M Farinella. On the Exploitation of Temporal Redundancy to Improve Polyp Detection in Colonoscopy. Fourth IEEE International Conference on Image Processing, Applications and Systems (IPAS 2020). 2020.

Ivan Rodin, Antonino Furnari, Dimitrios Mavroeidis, Giovanni Maria Farinella. Scene Understanding and Interaction Anticipation from First Person Vision. SMARTPHIL - First Workshop on Personal Health Interfaces, in conjunction with ACM IUI. 2020.

Daniele Di Mauro, Antonino Furnari, Giuseppe Patanè, Sebastiano Battiato, Giovanni Maria Farinella. SceneAdapt: Scene-based domain adaptation for semantic segmentation using adversarial learning. Pattern Recognition Letters. 2020.

Francesco Ragusa, Daniele Di Mauro, Alfio Palermo, Antonino Furnari, Giovanni Maria Farinella. Semantic Object Segmentation in Cultural Sites using Real and Synthetic Data. International Conference on Pattern Recognition (ICPR). 2020.

Sebastiano Battiato, Luciano Cantelli, Fabio D'urso, Giovanni Maria Farinella, Luca Guarnera, Dario Calogero Guastella, Rosario Leonardi, Alessia Li Noce, Giovanni Muscato, Alessio Piazza, Francesco Ragusa, Corrado Santoro, Giuseppe Sutera, Antonino Zappalà.. The UNICT-TEAM vision modules for the Mohamed Bin Zayed International Robotics Challenge 2020. Mohamed Bin Zayed International Robotics Competition Symposium (MBZIRC). 2020.

Giovanni Pasqualino, Antonino Furnari, Giovanni Maria Farinella. Unsupervised Domain Adaptation for Object Detection in Cultural Sites. International Conference on Pattern Recognition (ICPR). 2020.

Santi Orlando, Antonino Furnari, Giovanni Maria Farinella.. Virtual to Real Unsupervised Domain Adaptation for Image-Based Localization in Cultural Sites. Fourth IEEE International Conference on Image Processing, Applications and Systems (IPAS). 2020.

A. Ortis, G. M. Farinella, S. Battiato. Predicting Social Image Popularity Dynamics at Time Zero. IEEE Access. 2019.

Ortis, Alessandro, Farinella, Giovanni Maria, Battiato, Sebastiano. Prediction of Social Image Popularity Dynamics. Lecture Notes in Computer Science. 2019.

Ortis, Alessandro, Farinella, Giovanni Maria, Battiato, Sebastiano. An Overview on Image Sentiment Analysis: Methods, Datasets and Current Challenges. Proceedings of the 16th International Joint Conference on e-Business and Telecommunications. 2019.

Tiziana Rotondo, Giovanni Maria Farinella, Valeria Tomaselli, Sebastiano Battiato. Action Anticipation from Multimodal Data. International Conference on Computer Vision Theory and Applications (VISAPP). 2019.

Marco Leo, Antonino Furnari, Gerard G. Medioni, Mohan Trivedi, Giovanni Maria Farinella. Deep Learning for Assistive Computer Vision. Computer Vision -- ECCV 2018 Workshops. 2019.

Antonino Furnari, Giovanni Maria Farinella. Egocentric Action Anticipation by Disentangling Encoding and Inference. International Conference on Image Processing (ICIP). 2019.

Francesco Ragusa, Antonino Furnari, Sebastiano Battiato, Giovanni Signorello, Giovanni Maria Farinella. Egocentric Point of Interest Recognition in Cultural Sites. International Conference on Computer Vision Theory and Applications (VISAPP). 2019.

Francesco Ragusa, Antonino Furnari, Sebastiano Battiato, Giovanni Signorello, Giovanni Maria Farinella. Egocentric Visitors Localization in Cultural Sites. Journal on Computing and Cultural Heritage (JOCCH). 2019.

Filippo L M Milotta, Antonino Furnari, Sebastiano Battiato, Giovanni Signorello, Giovanni Maria Farinella. Egocentric Visitors Localization in Natural Sites. Journal of Visual Communication and Image Representation. 2019.

Daniele Di Mauro, Antonino Furnari, Giuseppe Patane', Sebastiano Battiato, Giovanni Maria Farinella. Estimating the occupancy status of parking areas by counting cars and non-empty stalls. Journal of Visual Communication and Image Representation. 2019.

Santi Orlando, Antonino Furnari, Sebastiano Battiato, Giovanni Maria Farinella. Image-Based Localization with Simulated Egocentric Navigations. International Conference on Computer Vision Theory and Applications (VISAPP). 2019.

Giovanni Maria Farinella, Antonino Furnari. Sistemi di Visione Artificiale Indossabili. Ital-IA - Convegno Nazionale CINI sull'Intelligenza Artificiale, Roma 18-19 Marzo. 2019.

Giovanni Maria Farinella, Antonino Furnari, Francesco Ragusa, Sebastiano Battiato, Giovanni Signorello, Antonino Lopes, Marina Samarotto, Luciano Santo, Giovanni Distefano, Davide Giuseppe Marano. VEDI - Vision Exploitation for Data Interpretation. Ital-IA - Convegno Nazionale CINI sull'Intelligenza Artificiale, Roma 18-19 Marzo. 2019.

Giovanni Maria Farinella, Giovanni Signorello, Sebastiano Battiato, Antonino Furnari, Francesco Ragusa, Rosario Leonardi, Emanuele Ragusa, Emanuele Scuderi, Antonino Lopes, Luciano Santo, Marina Samarotto. VEDI: Vision Exploitation for Data Interpretation. International Conference on Image Analysis and Processing (ICIAP). 2019.

Filippo L M Milotta, Antonino Furnari, Sebastiano Battiato, Maria De Salvo, Giovanni Signorello, Giovanni Maria Farinella. Visitors Localization in Natural Sites Exploiting EgoVision and GPS. International Conference on Computer Vision Theory and Applications (VISAPP). 2019.

Antonino Furnari, Giovanni Maria Farinella. What Would You Expect? Anticipating Egocentric Actions With Rolling-Unrolling LSTMs and Modality Attention. International Conference on Computer Vision (ICCV). 2019.

A. Ortis, G. M. Farinella, G. Torrisi, S. Battiato. Visual Sentiment Analysis Based on on Objective Text Description of Images. 2018 International Conference on Content-Based Multimedia Indexing (CBMI). 2018.

Musumeci, R.E., Moltisanti, D., Foti, E., Battiato, S., Farinella, G.M.. 3-D monitoring of rubble mound breakwater damages. Measurement: Journal of the International Measurement Confederation. 2018.

D. Di Mauro, A. Furnari, G. Patane', S. Battiato, G. M. Farinella. A Comparison of Techniques based on Image Classification and Object Detection to Count Cars and Non-Empty Stalls in Parking Spaces. International Conference on Signal Processing and Multimedia Applications (SIGMAP). 2018.

Emiliano Spera, Antonino Furnari, Sebastiano Battiato, Giovanni Maria Farinella. Egocentric Shopping Cart Localization. International Conference on Pattern Recognition (ICPR). 2018.

Luca Guarnera, Giovanni Maria Farinella, Antonino Furnari, Angelo Salici, Claudio Ciampini, Vito Matranga, Sebastiano Battiato. Forensic Analisys of Handwritten Documents with GRAPHJ. Journal of Electronic Imaging. 2018.

Giovanni Maria Farinella, Giovanni Signorello, Antonino Furnari, Sebastiano Battiato, Emanuele Scuderi, Antonino Lopes, Luciano Santo, Marina Samarotto, Giovanni Distefano, Davide Giuseppe Marano. Integrated Method With Wearable Kit For Behavioural Analysis And Augmented Vision (Italian Version: Metodo Integrato con Kit Indossabile per Analisi Comportamentale e Visione Aumentata). . 2018.

Antonino Furnari, Sebastiano Battiato, Giovanni Maria Farinella. Leveraging Uncertainty to Rethink Loss Functions and Evaluation Measures for Egocentric Action Anticipation. International Workshop on Egocentric Perception, Interaction and Computing (EPIC) in conjunction with ECCV. 2018.

Francesco Ragusa, Antonino Furnari, Sebastiano Battiato, Giovanni Signorello, Giovanni Maria Farinella. Localization of Visitors for Cultural Sites Management. International Conference on Signal Processing and Multimedia Applications (SIGMAP). 2018.

Vito Santarcangelo, Giovanni Maria Farinella, Antonino Furnari, Sebastiano Battiato. Market Basket Analysis from Egocentric Videos. Pattern Recognition Letters. 2018.

Emiliano Spera, Antonino Furnari, Sebastiano Battiato, Giovanni Maria Farinella. Performance Comparison of Methods Based on Image Retrieval and Direct Regression for Egocentric Shopping Cart Localization. IEEE International Forum on Research and Technologies for Society and Industry. 2018.

Antonino Furnari, Sebastiano Battiato, Giovanni Maria Farinella. Personal-Location-Based Temporal Segmentation of Egocentric Video for Lifelogging Applications. Journal of Visual Communication and Image Representation. 2018.

Furnari, A., Battiato, S., Farinella, G.M.. Personal-location-based temporal segmentation of egocentric videos for lifelogging applications. Journal of Visual Communication and Image Representation. 2018.

Dima Damen, Haze Doughty, Giovanni Maria Farinella, Sanja Fidler, Antonino Furnari, Evangelos Kazakos, Davide Moltisanti, Jonathan Munro, Toby Perrett, Will Price, Michael Wray. Scaling Egocentric Vision: The EPIC-KITCHENS Dataset. European Conference on Computer Vision. 2018.

D. Di Mauro, A. Furnari, G. Patanè, S. Battiato, G. M. Farinella. Scene Adaptation for Semantic Segmentation using Adversarial Learning. Advanced Video and Signal Based Surveillance (AVSS). 2018.

Allegra, D., Anthimopoulos, M., Dehais, J., Lu, Y., Stanco, F., Farinella, G.M., Mougiakakou, S.. A Multimedia Database for Automatic Meal Assessment Systems. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2017.

Battiato, S., Cantelli, L., D’urso, F., Farinella, G.M., Guarnera, L., Guastella, D., Melita, C.D., Muscato, G., Ortis, A., Ragusa, F., Santoro, C.. A system for autonomous landing of a UAV on a moving vehicle. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2017.

Furnari, A., Farinella, G.M., Bruna, A.R., Battiato, S.. Affine covariant features for fisheye distortion local modeling. IEEE Transactions on Image Processing. 2017.

Luciano Cantelli, Dario Guastella, Carmelo Donato Melita, Giovanni Muscato, Sebastiano Battiato, Fabio D’urso, Giovanni Maria Farinella, Alessandro Ortis, Corrado Santoro. Autonomous Landing of a UAV on a Moving Vehicle For the MBZIRC. International Conference on Climbing and Walking Robots and the Support Technologies for Mobile Machines (CLAWAR). 2017.

Leo, M., Medioni, G., Trivedi, M., Kanade, T., Farinella, G.M.. Computer vision for assistive technologies. Computer Vision and Image Understanding. 2017.

Furnari, A., Farinella, G.M., Bruna, A.R., Battiato, S.. Distortion adaptive Sobel filters for the gradient estimation of wide angle images. Journal of Visual Communication and Image Representation. 2017.

Gallo, G., Signorello, G., Farinella, G.M., Torrisi, A.. Exploiting Social Images to Understand Tourist Behaviour. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2017.

Guarnera, L., Farinella, G.M., Furnari, A., Salici, A., Ciampini, C., Matranga, V., Battiato, S.. GRAPHJ: A Forensics Tool for Handwriting Analysis. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2017.

Mougiakakou, S., Farinella, G.M., Yanai, K., Sazonov, E.. Guest Editorial Nutrition Informatics: From Food Monitoring to Dietary Management. IEEE Journal of Biomedical and Health Informatics. 2017.

Antonino Furnari, Sebastiano Battiato, Giovanni Maria Farinella. How Shall we Evaluate Egocentric Action Recognition?. International Workshop on Egocentric Perception, Interaction and Computing (EPIC) in conjunction with ICCV. 2017.

Furnari, A., Battiato, S., Grauman, K., Farinella, G.M.. Next-active-object prediction from egocentric videos. Journal of Visual Communication and Image Representation. 2017.

Sciortino, G., Farinella, G.M., Battiato, S., Leo, M., Distante, C.. On the Estimation of Children’s Poses. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2017.

Furnari, A., Battiato, S., Farinella, G.M.. On the exploitation of Hidden Markov models to improve location-based temporal segmentation of egocentric videos. WearMMe 2017 - Proceedings of the 2017 Workshop on Wearable MultiMedia, co-located with ICMR 2017. 2017.

Ortis, A., Farinella, G.M., D'amico, V., Addesso, L., Torrisi, G., Battiato, S.. Organizing egocentric videos of daily living activities. Pattern Recognition. 2017.

Battiato, S., Farinella, G.M., Milotta, F.L.M., Ortis, A., Stanco, F., D’amico, V., Addesso, L., Torrisi, G.. Organizing videos streams for clustering and estimation of popular scenes. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2017.

Di Mauro, D., Moltisanti, M., Patane, G., Battiato, S., Farinella, G.M.. Park Smart. 2017 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, AVSS 2017. 2017.

Farinella, G.M., Leo, M.. Preface. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2017.

Battiato, S., Farinella, G.M., Napoli, C., Nicotra, G., Riccobene, S.. Recognizing Context for Privacy Preserving of First Person Vision Image Sequences. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2017.

Furnari, A., Farinella, G.M., Battiato, S.. Recognizing Personal Locations From Egocentric Videos. IEEE Transactions on Human-Machine Systems. 2017.

Ragusa, F., Furnari, A., Farinella, G.M.. Understanding Food Images to Recommend Utensils During Meals. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2017.

S. Battiato, G. M. Farinella, A. Furnari, G. Puglisi. A Customized System for Vehicle Tracking and Classification. Progress in Industrial Mathematics at ECMI 2014. 2016.

Battiato, S., Farinella, G.M., Giudice, O., Puglisi, G.. Aligning shapes for symbol classification and retrieval. Multimedia Tools and Applications. 2016.

Santarcangelo, V., Farinella, G.M., Battiato, S.. Egocentric vision for visual market basket analysis. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2016.

Ragusa, F., Tomaselli, V., Furnari, A., Battiato, S., Farinella, G.M.. Food vs non-food classification. MADiMa 2016 - Proceedings of the 2nd International Workshop on Multimedia Assisted Dietary Management, co-located with ACM Multimedia 2016. 2016.

Di Mauro, D., Battiato, S., Patanè, G., Leotta, M., Maio, D., Farinella, G.M.. Learning approaches for parking lots classification. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2016.

Mougiakakou, S., Farinella, G.M., Yanai, K., Anthimopoulos, M.. MADiMa2016: 2nd international workshop on multimedia assisted dietary management workshop chairs' welcome. MADiMa 2016 - Proceedings of the 2nd International Workshop on Multimedia Assisted Dietary Management, co-located with ACM Multimedia 2016. 2016.

Ortis, A., Farinella, G.M., D'amico, V., Addesso, L., Torrisi, G., Battiato, S.. Organizing egocentric videos for daily living monitoring. LTA 2016 - Proceedings of the 1st Workshop on Lifelogging Tools and Applications, co-located with ACM Multimedia 2016. 2016.

Mougiakakou, S., Farinella, G.M., Yanai, K.. Overview of the ACM multimedia 2016 international workshop on multimedia assisted dietary management. MM 2016 - Proceedings of the 2016 ACM Multimedia Conference. 2016.

Farinella, G.M., Allegra, D., Moltisanti, M., Stanco, F., Battiato, S.. Retrieval and classification of food images. Computers in Biology and Medicine. 2016.

Ravì, D., Bober, M., Farinella, G.M., Guarnera, M., Battiato, S.. Semantic segmentation of images exploiting DCT based features and random forest. Pattern Recognition. 2016.

Farinella, G.M., Kanade, T., Leo, M., Medioni, G.G., Trivedi, M.. Special Issue on Assistive Computer Vision and Robotics - ``Assistive Solutions for Mobility, Communication and HMI''. Computer Vision and Image Understanding. 2016.

Farinella, G.M., Kanade, T., Leo, M., Medioni, G.G., Trivedi, M.. Special issue on Assistive Computer Vision and Robotics-Part i. Computer Vision and Image Understanding. 2016.

Furnari, A., Farinella, G.M., Battiato, S.. Temporal segmentation of egocentric videos to highlight personal locations of interest. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 2016.

Battiato, S., Farinella, G.M., Milotta, F.L.M., Ortis, A., Addesso, L., Casella, A., D'amico, V., Torrisi, G.. The social picture. ICMR 2016 - Proceedings of the 2016 ACM International Conference on Multimedia Retrieval. 2016.

Farinella G, Allegra D, Stanco F.. A Benchmark Dataset to Study the Representation of Food Images?. 13th European Conference on Computer Vision, ECCV 2014; Workshop Assistive Computer Vision and Robotics, Zurich, September 6-12, 2014. 2015.

G.M. Farinella, P. Leonardi, Stanco F.. A Mobile Application for Braille to Black Conversion. LECTURE NOTES IN COMPUTER SCIENCE. 2015.

Filippo L.M. Milotta, Dario Allegra, Stanco F., And Giovanni M. Farinella. An Electronic Travel Aid to Assist Blind and Visually Impaired People to Avoid Obstacles. LECTURE NOTES IN COMPUTER SCIENCE. 2015.

Battiato S., Farinella Gm, Furnari A, Puglisi G, Snijders A, Spiekstra J. An integrated system for vehicle tracking and classification. EXPERT SYSTEMS WITH APPLICATIONS. 2015.

Antonino Furnari, Giovanni Maria Farinella, Arcangelo Ranieri Bruna, Sebastiano Battiato. Distortion Adaptive Descriptors: Extending Gradient-Based Descriptors to Wide Angle Images. International Conference on Image Analysis and Processing (ICIAP), Genova, Italy, September 7-11. 2015.

Farinella Gm, Moltisanti M, Battiato S.. Food recognition using consensus vocabularies. 18th International Conference on Image Analysis and Processing, ICIAP 2015 BioFor, CTMR, RHEUMA, ISCA, MADiMa, SBMI, and QoEM; Genoa; Italy;. 2015.

Furnari A, Farinella Gm, Bruna Ar, Battiato S.. Generalized Sobel Filters for gradient estimation of distorted images. Proceedings - International Conference on Image Processing, ICIP. 2015.

Ortis A, Farinella Gm, D'amico, V, Addesso L, Torrisi G, Battiato S.. RECfusion: Automatic video curation driven by visual content popularity. MM 2015 - Proceedings of the 2015 ACM Multimedia Conference. 2015.

Furnaria, Farinella Gm, Puglisi G, Bruna Ar, Battiato S.. Affine region detectors on the fisheye domain. 2014 IEEE International Conference on Image Processing, ICIP 2014. 2014.

Antonino Furnari, Giovanni Maria Farinella, Giovanni Puglisi, Arcangelo Ranieri Bruna, Sebastiano Battiato. Affine Region Detectors on the Fisheye Domain (ICIP). IEEE International Conference on Image Processing, Paris, France, October 27-30. 2014.

Antonino Furnari, Giovanni Maria Farinella, Sebastiano Battiato. An Experimental Analysis of Saliency Detection with respect to Three Saliency Levels. Workshop on Assistive Computer Vision and Robotics (ACVR) in conjunction with ECCV, Zurich, Switzerland, September 12. 2014.

Farinella Gm, Moltisanti M, Battiato S.. Classifying food images represented as Bag of Textons. 2014 IEEE International Conference on Image Processing, ICIP 2014. 2014.

D. Scandura, S. Battiato, V. Bruno, F. Cannavo', G. M. Farinella, A. Furnari, M. Mattia, G. Pappalardo, G. Puglisi, U. Weigmuller. Image Processing Techniques to Estimate the Propagation of Ground Deformation at Mt. Etna ({Italy}) from ALOS PALSAR {InSAR} Data. American Geophysical Union (AGU) Fall Meeting, San Francisco. 2014.

Guarneri I, Capra A, Farinella, Gm, Cristaldi F, Battiato S.. Multi touch shape recognition for projected capacitive touch screen. VISAPP 2014 - Proceedings of the 9th International Conference on Computer Vision Theory and Applications. 2014.

Battiato S., Farinella Gm, Puglisi G, Ravi D. Saliency-Based Selection of Gradient Vector Flow Paths for Content Aware Image Resizing. IEEE TRANSACTIONS ON IMAGE PROCESSING. 2014.

Battiato S., Farinella Gm, Furnari A, Puglisi G, Snijders A, Spiekstra J. Vehicle tracking based on customized template matching. VISAPP 2014 - Proceedings of the 9th International Conference on Computer Vision Theory and Applications. 2014.

Battiato S., G. M. Farinella, O. Giudice, S. Cafiso, A. Di Graziano. Vision Based Traffic Conflict Analysis. AEIT Annual Conference 2013: Innovation and Scientific and Technical Culture for Development, AEIT 2013 - Selected Proceedings Papers. 2013.

Musumeci R E, Farinella Gm, Foti E, Battiato S., Petersen Tu, Mutlu Sumer. Measuring Sandy Bottom Dynamics by Exploiting Depth from Stereo Video Sequences. In Proceedings of International Conference on Image Analysis and Processing - ICIAP 2013. 2013.

Battiato S., Cafiso S, Di Graziano A, Farinella Gm, Giudice O. Road Traffic Conflict Analysis from Geo-referenced Stereo Sequences. Proceedings of International Conference on Image Analysis and Processing - ICIAP 2013. 2013.

I. Guarneri, A. Capra, Battiato S., G. M. Farinella. Shape Recognition for Capacitive Touch Display. Proceedings of SPIE-IS&T Electronic Imaging 2013 - Image Processing: Machine Vision Applications VI (EI117), California, United States, 3-7 February 2013;. 2013.

Battiato S., Farinella Gm, Puglisi G, Ravì D. Aligning Codeboooks for Near Duplicate Image Detection. MULTIMEDIA TOOLS AND APPLICATIONS. 2013.

Stanco F., Farinella Gm. Automatic Braille to black conversion. XIII Conference of the Italian Association for Artificial Intelligence, Turin (Italy), December 4-6, 2013. Lecture Notes in Computer Science, Volume 8249. 2013.

Bruna Ar, Farinella G M, Guarnera Gc, Battiato S.. Forgery Detection and Value Identification of Euro Banknotes. IEEE SENSORS JOURNAL. 2013.

A. Castorina, I. Guarneri, A. Capra, Battiato S., Farinella G. M.. PCA based Shape Recognition for Capacitive Touch Display. Proceedings of IEEE International Conference on Consumer Electronics (ICCE), Las Vegas, USA, 11-14 January 2013;. 2013.

Battiato S., Cafiso S, Di Graziano A, Farinella Gm, Giudice O. Stereo Vision for Bus Traffic Conflict Investigation. n Proceedings 5th International Conference on Mechanical and Electronics Engineering, ICMEE 2013 - Applied Mechanics and Materials. 2013.

Battiato S., G. M. Farinella, G. Puglisi, D. Ravì. Content-Aware Image Resizing With Seam Selection Based On Gradient Vector Flow. In Proceedings of IEEE International Conference on Image Processing - ICIP 2012. 2012.

Battiato S., G. M. Farinella, N. Grippaldi, G. Puglisi. Content-based Image Resizing on Mobile Devices. In proceedings of VISAPP 2012. 2012.

Battiato S., G.M. Farinella, G. Puglisi. IISFA Memberbook 2011 DIGITAL FORENSICS. . 2012.

Battiato S., G. M. Farinella, E. Messina, G. Puglisi. Robust Image Alignment for Tampering Detection. IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY. 2012.

Battiato S., G. M. Farinella, E. Messina, G. Puglisi. A Forensic Signature Based on Spatial Distributed Bag of Features for Image Alignment and Tampering Detection. In Proceedings of International ACM Workshop on Multimedia in Forensics and Intelligence MIFOR 2011- Satellite workshop of ACM Multimedia 2011. 2011.

G Azzaro, M Caccamo, Jd Ferguson, Battiato S., Gm Farinella, Gc Guarnera, G Puglisi, R Petriglieri, G Licitra. Objective Estimation of Body Condition Score by Modeling Cow Body Shape from Digital Images. JOURNAL OF DAIRY SCIENCE. 2011.

G. M. Farinella, Battiato S.. On the Application of Structured Sparse Model Selection to JPEG Compressed Images. Proceedings of IAPR 3rd Computational Color Imaging Workshop – CCIW 2011. 2011.

Battiato S., G. M. Farinella, E. Messina, G. Puglisi. Robust Image Registration and Tampering Localization Exploiting Bag of Features Based Forensic Signature. In Short Proceedings of ACM Multimedia 2011. 2011.

G.M. Farinella, Battiato S.. Scene Classification in Compressed and Costrained Domain. IET COMPUTER VISION. 2011.

Battiato S., G.M. Farinella, G.C. Guarnera, T. Meccio, G. Puglisi, D. Ravì, R. Rizzo. Bags of Phrases with Codebooks Alignment for Near Duplicate Image Detection. MiFor '10: Proceedings of the 2nd ACM workshop on Multimedia in forensics, security and intelligence. 2010.

Battiato S., G. M. Farinella, G. C. Guarnera, G. Puglisi, G. Azzaro, M. Caccamo. Assessment of Cow's Body Condition Score Through Statistical Shape Analysis and Regression Machines. Proceedings of WAPA 2010 - Workshop on Applications of Pattern Analysis - September 2010, Cumberland Lodge (Windsor, UK) – Journal of Machine Learning Research: Workshop and Conference Proceedings -. 2010.

Battiato S., G. M. Farinella, M. Guarnera, G. Messina, D. Ravì. Red-Eyes Removal Through Cluster Based Linear Discriminant Analysis. Proceedings of IEEE ICIP 2010 - International Conference on Image Processing. 2010.

Battiato S., G. M. Farinella, G. Gallo, D. Ravì. Exploiting Textons Distributions on Spatial Hierarchy for Scene Classification. EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING. 2010.

Battiato S., G. M. Farinella, G. Giuffrida, C. Sismeiro, G. Tribulato. Exploiting Visual and Text Features for Direct Marketing Learning in Time and Space Constrained Domains. PATTERN ANALYSIS AND APPLICATIONS. 2010.

Battiato S., G..M. Farinella, M. Guarnera, G. Messina, D. Ravì. Red-Eyes Removal Through Cluster Based Boosting on Gray Codes. EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING. 2010.

Farinella G.M, Gueli A.M, Stanco F.. Automatic Recognition of Color Pigments from Raman Spectrum Analysis. COMMUNICATIONS TO SIMAI CONGRESS. 2009.

Battiato S., G.M. Farinella, G. Gallo, E. Messina. Naturalness Classification of Images into DCT Domain. Proceedings of SPIE Electronic Imaging 2009 - System Analysis for Digital Photography V EI-7250 - San Jose' (CA, USA) - January 2009;. 2009.

Battiato S., G. M. Farinella, G. Gallo, D. Ravì. Spatial Hierarchy of Textons Distributions for Scene Classification. n Proceedings of Eurocom Multimedia Modeling 2009 – MMM’09 - Sophia Antipolis, France, March 2009 - Lecture Notes in Computer Science, Vol. 5371, 2009;. 2009.

Battiato S., G. M. Farinella, G. Giuffrida, C. Sismeiro, G. Tribulato. Using Visual and Text Features for Direct Marketing on Multimedia Messaging Services Domain. MULTIMEDIA TOOLS AND APPLICATIONS. 2009.

Farinella G.M, Gueli A.M, Stanco F.. Automatic recognition of Color Pigments from Raman Spectrum analysis. SIMAI 2008. 2008.

G. Catanuto, A. Spano, A. Pennati, E. Riggio, G. M. Farinella, G. Impoco, S. Spoto, Gallo G., M. B. Nava. Experimental Methodology for Digital Breast Shape Analysis and Objective Surgical Outcome Evaluation. JOURNAL OF PLASTIC, RECONSTRUCTIVE & AESTHETIC SURGERY. 2008.

S Battiato, G M Farinella, G Gallo, G C Guarnera. Neurofuzzy segmentation of microarray images. 19th International Conference on Pattern Recognition (ICPR). 2008.

G. M. Farinella, Gallo G., G. Mattiolo. Ricostruzione semi-automatica di Modelli 3D di Edifici a partire da fotografie. V Congresso Nazionale di Archeometria, Scienza e Beni Culturali. 2008.

Battiato S., G. Bilotta, A. Heiko, G.M. Farinella, G. Impoco, J. Orlik, G.Russo, A. Zemitis. Structural Simulation of a Bone-Prosthesis System of the Knee Joint. SENSORS. 2008.

Battiato S., G. M. Farinella, G. Impoco, O. Garretto, C. Privitera. Cortical Bone Classification by Local Context Analysis. Lecture Notes in Computer Science. 2007.

Battiato S., G. Di Blasi, G.M. Farinella, G. Gallo, G.C. Guarnera. Adaptive Techniques for Microarray Image Analysis with Related Quality Assessment. JOURNAL OF ELECTRONIC IMAGING. 2007.

Battiato S., G. M. Farinella, G. Giuffrida, G. Tribulato. Data Mining Learning Bootstrap Through Semantic Thumbnail Analysis Data Clustering. Proceedings of SPIE Electronic Imaging 2007. 2007.

Battiato S., G. Di Blasi, G.M. Farinella, G. Gallo. Digital Mosaic Framework: an Overview. COMPUTER GRAPHICS FORUM. 2007.

Battiato S., G. Di Blasi, G.M. Farinella, G. Gallo, G. Impoco. Medical Imaging Applications: Three Case Studies. Proceedings of CISI’06 – Conferenza Italiana sui Sistemi Intelligenti. 2006.

Battiato S., G. M. Farinella, G. Puglisi. Statistical Based Vectorization for Standard Vector Graphics. proceedings of 6th International Conference on Computational Science- Lecture Notes in Computer Science. 2006.

Battiato S., C. Bosco, G.M. Farinella, G. Impoco. 3D CT Segmentation for Clinical Evaluation of Knee Prosthesis Operations. Proceedings of 4° Conference Eurographics Italian Chapter. 2006.

Battiato S., G. Di Blasi, G. M. Farinella, G. Gallo. A Novel Technique for Opus Vermiculatum Mosaic Rendering. Proceedings of 14-th International Conference in Central Europe on Computer Graphics, Visualization and Computer Vision. 2006.

Battiato S., G. Di Blasi, G.M. Farinella, G. Gallo. A Survey of Digital Mosaic Techniques. Proceedings of 4° Conference Eurographics Italian Chapter. 2006.

Battiato S., G.M. Farinella, G. Puglisi. SVG Vectorization by Statistical Region Merging. Proceedings of 4° Conference Eurographics Italian Chapter. 2006.

Battiato S., G. Di Blasi, G. Farinella, G. Gallo, G. C. Guarnera. Ad Hoc Segmentation Pipeline for Microarray Image Analysis. Proceedings of SPIE Electronic Imaging 2006. 2006.

G. Catanuto, A. Spano, A. Pennati, G. M. Farinella, S. Spoto, G. Impoco, Gallo G., M. B. Nava. Curvature mapping and outcome evaluation in breast plastic and reconstructive surgery. EUROPEAN JOURNAL OF SURGICAL ONCOLOGY. 2006.

G. M. Farinella, G. Impoco, Gallo G., S. Spoto, G. Catanuto, M. B. Nava. Objective Outcome Evaluation of Breast Surgery. Medical Image Computing and Computer-Assisted Intervention – MICCAI 2006. 2006.

G. M. Farinella, G. Impoco, Gallo G., S. Spoto, G. Catanuto. Unambiguous Analysis of Woman Breast Shape for Plastic Surgery Outcome Evaluation. th Conference Eurographics Italian Chapter. 2006.

G. Catanuto, Gallo G., G. M. Farinella, G. Impoco, A. Spano, A. Pennati, M. B. Nava. Breast Shape Analysis. Plastic and Reconstructive Surgery of the Breast: Third European Conference 2005. 2005.

G Catanuto, G Gallo, G M Farinella, G Impoco, M B Nava, A Pennati, A Spano. Breast shape analysis on three-dimensional models. Third European Conference on Plastic and Reconstructive Surgery of the Breast. 2005.

Battiato S., G.M. Farinella, E. Messina, G. Puglisi. A Robust Forensic Hash Component for Image Alignment. Proceedings of International Conference on Image Analysis and Processing - ICIAP 2011. 2000.

Battiato S., Giovanni Maria Farinella, Oliver Giudice, Giovanni Puglisi. Aligning Bags of Shape Contexts for Blurred Shape Model Based Symbol Classification. In proceedings of 21st International Conference on Pattern Recognition - ICPR 2012. 2000.

Battiato S., G. M. Farinella, M. Guarnera, G. Messina, D. Ravì. Boosting Gray Codes for Red Eyes Removal. Proceedings of International Conference on Pattern Recognition. 2000.

Battiato S., G. M. Farinella, G. Giuffrida, C. Sismeiro, G. Tribulato. Combining Visual and Text Features for Learning in Multimedia Direct Marketing Domain. VISSAP 2008 – Third International Conference on Computer Vision Theory and Applications – Workshop on Metadata Mining for Image Understanding. 2000.

Battiato S., A.R. Bruna, G.M. Farinella, G.C. Guarnera. Counterfeit Detection and Value Recognition of Euro Banknotes. Proceedings of VISAPP 2013 – Barcelona (Spain) – February 2013;. 2000.

Farinella G.M, Stanco F., Tanasi D. Digital-Kamares: un sistema automatizzato per riconoscere e classificare la ceramica minoica di stile Kamares. Scienza e Beni Culturali. 2000.

Giuffrida Mv, Farinella Gm, Battiato S., Guarnera M. Exploiting time-multiplexing structured light with picoprojectors. roceedings of SPIE - The International Society for Optical Engineering. 2000.

Farinella, Gm, Farioli, G, Battiato S., Leonardi S, Gallo G. Face re-identification for digital signage applications. LECTURE NOTES IN COMPUTER SCIENCE. 2000.

Santarcangelo, V, Farinella, Gm, Battiato S.. Gender recognition: Methods, datasets and results. 2015 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2015. 2000.

Battiato S., G. M. Farinella, O. Giudice, G. Puglisi. Image Resizing Based on Gradient Vector Flow Analysis. In Proceedings of STDAY 2012. 2000.

Battiato S., Giovanni Maria Farinella, Mirko Guarnera, Daniele Ravì, Valeria Tomaselli. Instant Scene Recognition on Mobile Platform. In Proceedings of ECCV DEMO 2012 European Conference on Computer Vision. 2000.

G. Azzaro, M. Caccamo, J. D. Ferguson, Battiato S., G. M. Farinella, G. C. Guarnera, G. Puglisi, G. Licitra. Modeling Cow Body Shape for Objective Estimation of Body Condition Score from Digital Images. in Proceedings of Joint Meeting of ADSA, CSAS, and ASAS. Montreal, Quebec, Canada, 12-16 July, 2009, J. Anim. Sci. Vol. 87, E-Suppl. 2/J. Dairy Sci. Vol. 92, E-Suppl. 1, pp. 513. 2000.

G.M. Farinella, Battiato S., G. Gallo, R. Cipolla. Natural Versus Artificial Scene Classification by Ordering Discrete Fourier Power Spectra. 12th International Workshop on Structural and Syntactic Pattern Recognition, SSPR 2008 - Satellite event of the 19th International Conference of Pattern Recognition, ICPR 2008. 2000.

Battiato S., G. M. Farinella, G. Gallo, O. Garretto, C. Privitera. Objective Analysis of Simple Kidney Cysts from CT Images. In IEEE Proceedings of MeMea09 - International Workshop on Medical Measurement and Applications - Special Section on Image Analysis for Medical Measurements. 2000.

Farinella Gm, Allegra D, Stanco F, Battiato S.. On the exploitation of one class classification to distinguish food Vs non-food images. 18th International Conference on Image Analysis and Processing, ICIAP 2015 BioFor, CTMR, RHEUMA, ISCA, MADiMa, SBMI, and QoEM; Genoa; Italy; 7 September 2015 through 8 September 2015; Code 141059. 2000.

Battiato S., G. M. Farinella, E. Messina, G. Puglisi, D. Ravì, A. Capra, V. Tomaselli. On the Performances of Computer Vision Algorithms on Mobile Platforms. In proceedings of Electronic Imaging 2012- Digital Photography VIII- Vol. 8299. 2000.

Furnari A, Farinella Gm, Battiato S.. Recognizing Personal Contexts from Egocentric Images. Proceedings of the IEEE International Conference on Computer Vision. 2000.

Battiato S., G. M. Farinella, G. Gallo, D. Ravì. Scene Categorization Using Bag Of Textons On Spatial Hierarchy. n Proceedings of IEEE ICIP 2008 - International Conference on Image Processing. 2000.

Torrisi A, Farinella Gm, Puglisi G, Battiato S.. Selecting discriminative CLBP patterns for age estimation (Conference Paper). 2015 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2015. 2000.

Moltisanti M, Farinella Gm, Battiato S.. Semi-Naive mixture model for consensus clustering. 1st International Workshop on Machine Learning, Optimization, and Big Data, MOD 2015;. 2000.