Giovanni Maria Farinella
Orcid: 0000-0002-6034-0432
According to our database1,
Giovanni Maria Farinella
authored at least 229 papers
between 2006 and 2024.
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Bibliography
2024
Int. J. Comput. Vis., November, 2024
Learning to Detect Attended Objects in Cultural Sites with Gaze Signals and Weak Object Supervision.
ACM Journal on Computing and Cultural Heritage, September, 2024
Exploiting multimodal synthetic data for egocentric human-object interaction detection in an industrial scenario.
Comput. Vis. Image Underst., 2024
ZARRIO @ Ego4D Short Term Object Interaction Anticipation Challenge: Leveraging Affordances and Attention-based models for STA.
CoRR, 2024
Eyes Wide Unshut: Unsupervised Mistake Detection in Egocentric Video by Detecting Unpredictable Gaze.
CoRR, 2024
Differentiable Task Graph Learning: Procedural Activity Representation and Online Mistake Detection from Egocentric Videos.
CoRR, 2024
ENIGMA-51: Towards a Fine-Grained Understanding of Human Behavior in Industrial Scenarios.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Proceedings of the 19th International Joint Conference on Computer Vision, 2024
Proceedings of the 19th International Joint Conference on Computer Vision, 2024
Proceedings of the 19th International Joint Conference on Computer Vision, 2024
HERO-GPT: Zero-Shot Conversational Assistance in Industrial Domains Exploiting Large Language Models.
Proceedings of the 4th International Conference on Image Processing and Vision Engineering, 2024
The Analog Layer: Simulating Imperfect Computations in Neural Networks to Improve Robustness and Generalization Ability.
Proceedings of the Pattern Recognition - 27th International Conference, 2024
Synchronization Is All You Need: Exocentric-to-Egocentric Transfer for Temporal Action Segmentation with Unlabeled Synchronized Video Pairs.
Proceedings of the Computer Vision - ECCV 2024, 2024
AFF-ttention! Affordances and Attention Models for Short-Term Object Interaction Anticipation.
Proceedings of the Computer Vision - ECCV 2024, 2024
Proceedings of the Computer Vision - ECCV 2024, 2024
Proceedings of the 13th International Conference on Data Science, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Ego-Exo4D: Understanding Skilled Human Activity from First- and Third-Person Perspectives.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
Image-based Navigation in Real-World Environments via Multiple Mid-level Representations: Fusion Models, Benchmark and Efficient Evaluation.
Auton. Robots, December, 2023
MECCANO: A multimodal egocentric dataset for humans behavior understanding in the industrial-like domain.
Comput. Vis. Image Underst., October, 2023
Comput. Vis. Image Underst., September, 2023
IEEE Trans. Pattern Anal. Mach. Intell., June, 2023
Are Synthetic Data Useful for Egocentric Hand-Object Interaction Detection? An Investigation and the HOI-Synth Domain Adaptation Benchmark.
CoRR, 2023
ENIGMA-51: Towards a Fine-Grained Understanding of Human-Object Interactions in Industrial Scenarios.
CoRR, 2023
Photorealistic True-Dimensional Visualization of Remote Panoramic Views for VR Headsets.
IEEE Access, 2023
Proceedings of the 18th International Joint Conference on Computer Vision, 2023
Put Your PPE on: A Tool for Synthetic Data Generation and Related Benchmark in Construction Site Scenarios.
Proceedings of the 18th International Joint Conference on Computer Vision, 2023
Proceedings of the 18th International Joint Conference on Computer Vision, 2023
An AR-Based Tool for Acquisition and Automatic Labeling of Human-Object Interactions From First Person Vision.
Proceedings of the IEEE International Conference on Metrology for eXtended Reality, 2023
Proceedings of the Italia Intelligenza Artificiale, 2023
Proceedings of the Italia Intelligenza Artificiale, 2023
SCENE-pathy: Capturing the Visual Selective Attention of People Towards Scene Elements.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023
An Optimized Pipeline for Image-Based Localization in Museums from Egocentric Images.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023
HERO: A Multi-modal Approach on Mobile Devices for Visual-Aware Conversational Assistance in Industrial Domains.
Proceedings of the Image Analysis and Processing - ICIAP 2023, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
Rescaling Egocentric Vision: Collection, Pipeline and Challenges for EPIC-KITCHENS-100.
Int. J. Comput. Vis., 2022
Frontiers Neurorobotics, 2022
A multi camera unsupervised domain adaptation pipeline for object detection in cultural sites through adversarial learning and self-training.
Comput. Vis. Image Underst., 2022
Proceedings of the 19th International Conference on Signal Processing and Multimedia Applications, 2022
HERO: An Artificial Conversational Assistant to Support Humans in Industrial Scenarios.
Proceedings of the 19th International Conference on Signal Processing and Multimedia Applications, 2022
Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022
Proceedings of the IEEE International Conference on Metrology for Extended Reality, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022
Proceedings of the Image Analysis and Processing - ICIAP 2022, 2022
Proceedings of the 17th International Joint Conference on Computer Vision, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
The UNICT-TEAM Vision Modules for the Mohamed Bin Zayed International Robotics Challenge 2020.
Proceedings of the Computer Vision and Image Processing - 7th International Conference, 2022
Effects of Head Rotation and Depth Enhancement in Virtual Reality User-Scene Interaction.
Proceedings of the Extended Reality - First International Conference, 2022
2021
EgoCart: A Benchmark Dataset for Large-Scale Indoor Image-Based Localization in Retail Stores.
IEEE Trans. Circuits Syst. Video Technol., 2021
IEEE Trans. Pattern Anal. Mach. Intell., 2021
IEEE Trans. Pattern Anal. Mach. Intell., 2021
Multim. Tools Appl., 2021
An unsupervised domain adaptation scheme for single-stage artwork recognition in cultural sites.
Image Vis. Comput., 2021
Int. J. Pattern Recognit. Artif. Intell., 2021
Comput. Vis. Image Underst., 2021
The MECCANO Dataset: Understanding Human-Object Interactions from Egocentric Videos in an Industrial-like Domain.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021
Proceedings of the 16th International Joint Conference on Computer Vision, 2021
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Exploiting Egocentric Vision on Shopping Cart for Out-Of-Stock Detection in Retail Environments.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
2020
EGO-CH: Dataset and fundamental tasks for visitors behavioral understanding using egocentric vision.
Pattern Recognit. Lett., 2020
Egocentric visitor localization and artwork detection in cultural sites using synthetic data.
Pattern Recognit. Lett., 2020
SceneAdapt: Scene-based domain adaptation for semantic segmentation using adversarial learning.
Pattern Recognit. Lett., 2020
Pattern Recognit. Lett., 2020
Is First Person Vision Challenging for Object Tracking? The TREK-100 Benchmark Dataset.
CoRR, 2020
Synthetic to Real Unsupervised Domain Adaptation for Single-Stage Artwork Recognition in Cultural Sites.
CoRR, 2020
EGO-CH: Dataset and Fundamental Tasks for Visitors BehavioralUnderstanding using Egocentric Vision.
CoRR, 2020
A Comparison of Visual Navigation Approaches based on Localization and Reinforcement Learning in Virtual and Real Environments.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020
Localizing Visitors in Natural Sites Exploiting Modality Attention on Egocentric Images and GPS Data.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020
Proceedings of the 2020 IEEE International Symposium on Medical Measurements and Applications, 2020
Scene Understanding and Interaction Anticipation from First Person Vision (short paper).
Proceedings of the First Workshop on Smart Personal Health Interfaces co-located with 25th International Conference on Intelligent User Interfaces, 2020
Proceedings of the First Workshop on Smart Personal Health Interfaces co-located with 25th International Conference on Intelligent User Interfaces, 2020
On the Exploitation of Temporal Redundancy to Improve Polyp Detection in Colonoscopy.
Proceedings of the 4th IEEE International Conference on Image Processing, 2020
Virtual to Real Unsupervised Domain Adaptation for Image-Based Localization in Cultural Sites.
Proceedings of the 4th IEEE International Conference on Image Processing, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
2019
Multim. Tools Appl., 2019
J. Vis. Commun. Image Represent., 2019
Estimating the occupancy status of parking areas by counting cars and non-empty stalls.
J. Vis. Commun. Image Represent., 2019
ACM Journal on Computing and Cultural Heritage, 2019
Proceedings of the 14th International Joint Conference on Computer Vision, 2019
Proceedings of the 14th International Joint Conference on Computer Vision, 2019
Proceedings of the 14th International Joint Conference on Computer Vision, 2019
Proceedings of the 14th International Joint Conference on Computer Vision, 2019
Proceedings of the 27th ACM International Conference on Multimedia, 2019
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019
Proceedings of the 16th International Joint Conference on e-Business and Telecommunications, 2019
What Would You Expect? Anticipating Egocentric Actions With Rolling-Unrolling LSTMs and Modality Attention.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
2018
Personal-location-based temporal segmentation of egocentric videos for lifelogging applications.
J. Vis. Commun. Image Represent., 2018
J. Electronic Imaging, 2018
Performance Comparison of Methods Based on Image Retrieval and Direct Regression for Egocentric Shopping Cart Localization.
Proceedings of the 4th IEEE International Forum on Research and Technology for Society and Industry, 2018
Proceedings of the Joint Workshop on Multimedia for Cooking and Eating Activities and Multimedia Assisted Dietary Management, 2018
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Proceedings of the 15th International Joint Conference on e-Business and Telecommunications, 2018
Proceedings of the 15th International Joint Conference on e-Business and Telecommunications, 2018
A Comparison of Techniques based on Image Classification and Object Detection to Count Cars and Non-empty Stalls in Parking Spaces.
Proceedings of the 15th International Joint Conference on e-Business and Telecommunications, 2018
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018
Leveraging Uncertainty to Rethink Loss Functions and Evaluation Measures for Egocentric Action Anticipation.
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018
Proceedings of the Computer Vision - ECCV 2018, 2018
Proceedings of the 2018 International Conference on Content-Based Multimedia Indexing, 2018
Proceedings of the 15th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2018
2017
IEEE J. Biomed. Health Informatics, 2017
IEEE Trans. Image Process., 2017
IEEE Trans. Hum. Mach. Syst., 2017
J. Vis. Commun. Image Represent., 2017
J. Vis. Commun. Image Represent., 2017
On the Exploitation of Hidden Markov Models to Improve Location-Based Temporal Segmentation of Egocentric Videos.
Proceedings of the 2017 Workshop on Wearable MultiMedia, 2017
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
Proceedings of the 14th IEEE International Conference on Advanced Video and Signal Based Surveillance, 2017
2016
Pattern Recognit., 2016
Special Issue on Assistive Computer Vision and Robotics - "Assistive Solutions for Mobility, Communication and HMI".
Comput. Vis. Image Underst., 2016
Comput. Vis. Image Underst., 2016
Proceedings of the 2nd International Workshop on Multimedia Assisted Dietary Management, 2016
Proceedings of the first Workshop on Lifelogging Tools and Applications, 2016
Overview of the ACM MultiMedia 2016 International Workshop on Multimedia Assisted Dietary Management.
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016
Proceedings of the 2016 ACM on International Conference on Multimedia Retrieval, 2016
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016
Temporal Segmentation of Egocentric Videos to Highlight Personal Locations of Interest.
Proceedings of the Computer Vision - ECCV 2016 Workshops, 2016
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2016
2015
Pattern Recognit., 2015
Expert Syst. Appl., 2015
EURASIP J. Image Video Process., 2015
Proceedings of the 3rd Workshop on Visualisation in Environmental Sciences, 2015
Proceedings of the VISAPP 2015, 2015
Proceedings of the Machine Learning, Optimization, and Big Data, 2015
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015
Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015
Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Distortion Adaptive Descriptors: Extending Gradient-Based Descriptors to Wide Angle Images.
Proceedings of the Image Analysis and Processing - ICIAP 2015, 2015
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015
On the Exploitation of One Class Classification to Distinguish Food Vs Non-Food Images.
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2015 Workshops, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015
An Electronic Travel Aid to Assist Blind and Visually Impaired People to Avoid Obstacles.
Proceedings of the Computer Analysis of Images and Patterns, 2015
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2015
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2015
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2015
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2015
Proceedings of the Three-Dimensional Image Processing, 2015
2014
Saliency-Based Selection of Gradient Vector Flow Paths for Content Aware Image Resizing.
IEEE Trans. Image Process., 2014
Proceedings of the VISAPP 2014, 2014
Proceedings of the VISAPP 2014, 2014
Proceedings of the Video Analytics for Audience Measurement - First International Workshop, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
An Experimental Analysis of Saliency Detection with Respect to Three Saliency Levels.
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014
Proceedings of the Computer Vision - ECCV 2014 Workshops, 2014
2013
Counterfeit Detection and Value Recognition of Euro Banknotes.
Proceedings of the VISAPP 2013, 2013
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013
Proceedings of the Image Analysis and Processing - ICIAP 2013, 2013
Proceedings of the IEEE International Conference on Consumer Electronics, 2013
Proceedings of the Image Processing: Machine Vision Applications VI, 2013
Proceedings of the AI*IA 2013: Advances in Artificial Intelligence, 2013
2012
IEEE Trans. Inf. Forensics Secur., 2012
Content-based Image Resizing on Mobile Devices.
Proceedings of the VISAPP 2012, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Proceedings of the Computer Vision - ECCV 2012. Workshops and Demonstrations, 2012
Proceedings of the Digital Photography VIII, 2012
2011
Robust image registration and tampering localization exploiting bag of features based forensic signature.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011
Proceedings of the 2011 IEEE International Conference on Multimedia and Expo, 2011
Proceedings of the Image Analysis and Processing - ICIAP 2011, 2011
Proceedings of the Computational Color Imaging - Third International Workshop, 2011
2010
Exploiting visual and text features for direct marketing learning in time and space constrained domains.
Pattern Anal. Appl., 2010
Assessment of Cow's Body Condition Score Through Statistical Shape Analysis and Regression Machines.
Proceedings of the First Workshop on Applications of Pattern Analysis, 2010
EURASIP J. Image Video Process., 2010
EURASIP J. Image Video Process., 2010
Proceedings of the 2nd ACM workshop on Multimedia in forensics, security and intelligence, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the International Conference on Image Processing, 2010
2009
Using visual and text features for direct marketing on multimedia messaging services domain.
Multim. Tools Appl., 2009
Proceedings of the Advances in Multimedia Modeling, 2009
Proceedings of the Digital Photography V, 2009
2008
Natural Versus Artificial Scene Classification by Ordering Discrete Fourier Power Spectra.
Proceedings of the Structural, 2008
Proceedings of the International Conference on Image Processing, 2008
Proceedings of the Eurographics Italian Chapter Conference 2008, Salerno, Italy, 2008, 2008
2007
J. Electronic Imaging, 2007
Proceedings of the Computer Vision/Computer Graphics Collaboration Techniques, 2007
2006
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
Proceedings of the Computational Science, 2006
Proceedings of the Fourth Eurographics Italian Chapter Conference 2006, 2006
Proceedings of the Fourth Eurographics Italian Chapter Conference 2006, 2006
Proceedings of the Fourth Eurographics Italian Chapter Conference 2006, 2006
Proceedings of the Fourth Eurographics Italian Chapter Conference 2006, 2006
Proceedings of the Fourth Eurographics Italian Chapter Conference 2006, 2006