Simone Palazzo
Orcid: 0000-0002-2441-0982
According to our database1,
Simone Palazzo
authored at least 95 papers
between 2012 and 2024.
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Bibliography
2024
Terrain traversability prediction through self-supervised learning and unsupervised domain adaptation on synthetic data.
Auton. Robots, April, 2024
<i>FedER</i>: Federated Learning through Experience Replay and privacy-preserving data synthesis.
Comput. Vis. Image Underst., January, 2024
Proceedings of the 19th International Joint Conference on Computer Vision, 2024
Coronary Artery Stenosis Assessment in X-Ray Angiography Through Spatio-Temporal Attention for Non-Invasive FFR and iFR Estimation.
Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024
2023
Comput. Vis. Image Underst., October, 2023
Comput. Vis. Image Underst., August, 2023
On the Effectiveness of Equivariant Regularization for Robust Online Continual Learning.
CoRR, 2023
CoRR, 2023
TinyHD: Efficient Video Saliency Prediction with Heterogeneous Decoders using Hierarchical Maps Distillation.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
A Privacy-Preserving Walk in the Latent Space of Generative Models for Medical Applications.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023
Proceedings of the IEEE International Conference on Image Processing, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Experience Replay as an Effective Strategy for Optimizing Decentralized Federated Learning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Collective Driver Attention: Towards a Comprehensive Visual Understanding of Traffic Scenes.
Proceedings of the 9th International Conference on Control, 2023
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2023
2022
CoRR, 2022
MIDGARD: A Simulation Platform for Autonomous Navigation in Unstructured Environments.
CoRR, 2022
Explainable Deep Learning System for Advanced Silicon and Silicon Carbide Electrical Wafer Defect Map Assessment.
IEEE Access, 2022
GAN Latent Space Manipulation and Aggregation for Federated Learning in Medical Imaging.
Proceedings of the Distributed, Collaborative, and Federated Learning, and Affordable AI and Healthcare for Resource Diverse Global Health, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Neural Transformers for Intraductal Papillary Mucosal Neoplasms (IPMN) Classification in MRI images.
Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022
2021
Exploiting structured high-level knowledge for domain-specific visual classification.
Pattern Recognit., 2021
Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features.
IEEE Trans. Pattern Anal. Mach. Intell., 2021
Int. J. Comput. Vis., 2021
An Explainable AI System for Automated COVID-19 Assessment and Lesion Categorization from CT-scans.
CoRR, 2021
An explainable AI system for automated COVID-19 assessment and lesion categorization from CT-scans.
Artif. Intell. Medicine, 2021
Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021
Interpretable Deep Model For Predicting Gene-Addicted Non-Small-Cell Lung Cancer In Ct Scans.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
2020
MASK-RL: Multiagent Video Object Segmentation Framework Through Reinforcement Learning.
IEEE Trans. Neural Networks Learn. Syst., 2020
Int. J. Comput. Vis., 2020
Correct block-design experiments mitigate temporal correlation bias in EEG classification.
CoRR, 2020
Video Saliency Detection with Domain Adaptation using Hierarchical Gradient Reversal Layers.
CoRR, 2020
Domain Adaptation for Outdoor Robot Traversability Estimation from RGB data with Safety-Preserving Loss.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Deep Recurrent-Convolutional Model for Automated Segmentation of Craniomaxillofacial CT Scans.
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020
2019
J. Comput. Appl. Math., 2019
A Saliency-Based Convolutional Neural Network for Table and Chart Detection in Digitized Documents.
Proceedings of the Image Analysis and Processing - ICIAP 2019, 2019
An AI-based Framework for Supporting Large Scale Automated Analysis of Video Capsule Endoscopy.
Proceedings of the 2019 IEEE EMBS International Conference on Biomedical & Health Informatics, 2019
Biodiversity Information Retrieval Through Large Scale Content-Based Identification: A Long-Term Evaluation.
Proceedings of the Information Retrieval Evaluation in a Changing World, 2019
2018
Comput. Vis. Image Underst., 2018
Decoding Brain Representations by Multimodal Learning of Neural Activity and Visual Features.
CoRR, 2018
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018
2017
Medical Image Anal., 2017
Proceedings of the 2017 ACM on Multimedia Conference, 2017
Proceedings of the New Trends in Image Analysis and Processing - ICIAP 2017, 2017
Generating Knowledge-Enriched Image Annotations for Fine-Grained Visual Classification.
Proceedings of the Image Analysis and Processing - ICIAP 2017, 2017
Proceedings of the IEEE International Conference on Computer Vision, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2017
2016
Proceedings of the Fish4Knowledge: Collecting and Analyzing Massive Coral Reef Fish Video Data, 2016
Proceedings of the Fish4Knowledge: Collecting and Analyzing Massive Coral Reef Fish Video Data, 2016
A diversity-based search approach to support annotation of a large fish image dataset.
Multim. Syst., 2016
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2016
2015
Comput. Vis. Image Underst., 2015
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015
Superpixel-based video object segmentation using perceptual organization and location prior.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2015
Proceedings of the Computer Analysis of Images and Patterns, 2015
2014
Mach. Vis. Appl., 2014
Understanding fish behavior during typhoon events in real-life underwater environments.
Multim. Tools Appl., 2014
Multim. Tools Appl., 2014
A research tool for long-term and continuous analysis of fish assemblage in coral-reefs using underwater camera footage.
Ecol. Informatics, 2014
A texton-based kernel density estimation approach for background modeling under extreme conditions.
Comput. Vis. Image Underst., 2014
Large Scale Data Processing in Ecology: A Case Study on Long-Term Underwater Video Monitoring.
Proceedings of the 22nd Euromicro International Conference on Parallel, 2014
Proceedings of the 3rd ACM International Workshop on Multimedia Analysis for Ecological Data, 2014
PeRCeiVe Lab@UNICT at MediaEval 2014 Diverse Images: Random Forests for Diversity-based Clustering.
Proceedings of the Working Notes Proceedings of the MediaEval 2014 Workshop, 2014
Kernel Density Estimation Using Joint Spatial-Color-Depth Data for Background Modeling.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the Working Notes for CLEF 2014 Conference, 2014
2013
Proceedings of the 2nd ACM international workshop on Multimedia analysis for ecological data, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
2012
Covariance based Fish Tracking in Real-life Underwater Environment.
Proceedings of the VISAPP 2012, 2012
Proceedings of the 1st International Workshop on Visual Interfaces for Ground Truth Collection in Computer Vision Applications, 2012
Proceedings of the 1st ACM international workshop on Multimedia analysis for ecological data, 2012
Quantitative performance analysis of object detection algorithms on underwater video footage.
Proceedings of the 1st ACM international workshop on Multimedia analysis for ecological data, 2012
Hidden Markov Models for detecting anomalous fish trajectories in underwater footage.
Proceedings of the IEEE International Workshop on Machine Learning for Signal Processing, 2012
Integrating unsupervised and supervised clustering methods on a GPU platform for fast image segmentation.
Proceedings of the 3rd International Conference on Image Processing Theory Tools and Applications, 2012
Proceedings of the 3rd International Conference on Image Processing Theory Tools and Applications, 2012
Enhancing object detection performance by integrating motion objectness and perceptual organization.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012