Concetto Spampinato
Orcid: 0000-0001-6653-2577
According to our database1,
Concetto Spampinato
authored at least 197 papers
between 2004 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
Intelligent Traction Inverter in Next Generation Electric Vehicles: The Health Monitoring of Silicon-Carbide Power Modules.
IEEE Trans. Intell. Veh., December, 2023
Comput. Vis. Image Underst., October, 2023
Comput. Vis. Image Underst., August, 2023
Astron. Comput., January, 2023
CoRR, 2023
CoRR, 2023
CoRR, 2023
On the Effectiveness of Equivariant Regularization for Robust Online Continual Learning.
CoRR, 2023
CoRR, 2023
Radio astronomical images object detection and segmentation: A benchmark on deep learning methods.
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
Proceedings of the Machine Learning in Medical Imaging - 14th International Workshop, 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
Ensemble and Personalized Transformer Models for Subject Identification and Relapse Detection in E-Prevention Challenge.
Proceedings of the IEEE International Conference on Acoustics, 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
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 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
Deep Learning Car Driver Motion Magnified Saccadic Eye Movements for Advanced Driving Assistance System.
Proceedings of the International Joint Conference on Neural Networks, 2022
Proceedings of the 26th International Conference on Pattern Recognition, 2022
A Hierarchical 3D Segmentation Model for Cone-Beam Computed Tomography Dental-Arch Scans.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 2022
SARS-CoV-2 Induced Pneumonia Early Detection System Based on Chest X-Ray Images Analysis by Jacobian-Regularized Deep Network.
Proceedings of the Pattern Recognition, Computer Vision, and Image Processing. ICPR 2022 International Workshops and Challenges, 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
Deep Neuro-Vision Embedded Architecture for Safety Assessment in Perceptive Advanced Driver Assistance Systems: The Pedestrian Tracking System Use-Case.
Frontiers Neuroinformatics, 2021
Bringing AI pipelines onto cloud-HPC: setting a baseline for accuracy of COVID-19 AI diagnosis.
CoRR, 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
Information Bottleneck Attribution for Visual Explanations of Diagnosis and Prognosis.
Proceedings of the Machine Learning in Medical Imaging - 12th International Workshop, 2021
Proceedings of the Progress in Artificial Intelligence and Pattern Recognition, 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
Advanced Car Driving Assistant System: A Deep Non-local Pipeline Combined with 1D Dilated CNN for Safety Driving.
Proceedings of the International Conference on Image Processing and Vision Engineering, 2021
Driver Attention Assistance by Pedestrian/Cyclist Distance Estimation from a Single RGB Image: A CNN-based Semantic Segmentation Approach.
Proceedings of the 22nd IEEE International Conference on Industrial Technology, 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
Proceedings of the 12th Workshop on Parallel Programming and Run-Time Management Techniques for Many-core Architectures and 10th Workshop on Design Tools and Architectures for Multicore Embedded Computing Platforms, 2021
TwinLiverNet: Predicting TACE Treatment Outcome from CT scans for Hepatocellular Carcinoma using Deep Capsule Networks.
Proceedings of the 43rd Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2021
2020
MASK-RL: Multiagent Video Object Segmentation Framework Through Reinforcement Learning.
IEEE Trans. Neural Networks Learn. Syst., 2020
Int. J. Comput. Vis., 2020
Random forest, gradient boosted machines and deep neural network for stock price forecasting: a comparative analysis on South Korean companies.
Int. J. Ad Hoc Ubiquitous Comput., 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
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 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
Advanced Temporal Dilated Convolutional Neural Network for a Robust Car Driver Identification.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
Advanced Non-linear Generative Model with a Deep Classifier for Immunotherapy Outcome Prediction: A Bladder Cancer Case Study.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 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 Pattern Recognition. ICPR International Workshops and Challenges, 2020
Proceedings of the 15th IEEE International Conference on Automatic Face and Gesture Recognition, 2020
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
A Saliency-based Convolutional Neural Network for Table and Chart Detection in Digitized Documents.
CoRR, 2018
VOS-GAN: Adversarial Learning of Visual-Temporal Dynamics for Unsupervised Dense Prediction in Videos.
CoRR, 2018
Proceedings of the 2018 ACM Multimedia Conference on Multimedia Conference, 2018
Proceedings of the Computer Vision - ECCV 2018 Workshops, 2018
2017
Medical Image Anal., 2017
Semi and Weakly Supervised Semantic Segmentation Using Generative Adversarial Network.
CoRR, 2017
Proceedings of the 8th ACM on Multimedia Systems Conference, 2017
KVASIR: A Multi-Class Image Dataset for Computer Aided Gastrointestinal Disease Detection.
Proceedings of the 8th ACM on Multimedia Systems Conference, 2017
Proceedings of the 8th ACM on Multimedia Systems Conference, 2017
Proceedings of the 2017 ACM on Multimedia Conference, 2017
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017
A Comparison of Deep Learning with Global Features for Gastrointestinal Disease Detection.
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 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 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
An Eye Tracker based Computer System to Support Oculomotor and Attention Deficit Investigations.
Proceedings of the 30th IEEE International Symposium on Computer-Based Medical Systems, 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
Proceedings of the Fish4Knowledge: Collecting and Analyzing Massive Coral Reef Fish Video Data, 2016
Pattern Recognit. Lett., 2016
A diversity-based search approach to support annotation of a large fish image dataset.
Multim. Syst., 2016
Comput. Methods Programs Biomed., 2016
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016
Right inflight?: a dataset for exploring the automatic prediction of movies suitable for a watching situation.
Proceedings of the 7th International Conference on Multimedia Systems, 2016
Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016
The MediaEval 2016 Context of Experience Task: Recommending Videos Suiting a Watching Situation.
Proceedings of the Working Notes Proceedings of the MediaEval 2016 Workshop, 2016
Proceedings of the Experimental IR Meets Multilinguality, Multimodality, and Interaction, 2016
Assessment and visualization of geographically distributed event-related sentiments by mining social networks and news.
Proceedings of the 13th IEEE Annual Consumer Communications & Networking Conference, 2016
GeoSentiment: A tool for analyzing geographically distributed event-related sentiments.
Proceedings of the 13th IEEE Annual Consumer Communications & Networking Conference, 2016
Implementing Cyber Physical social Systems for smart cities: A semantic web perspective.
Proceedings of the 13th IEEE Annual Consumer Communications & Networking Conference, 2016
An ontological ubiquitous city information platform provided with Cyber-Physical-Social-Systems.
Proceedings of the 13th IEEE Annual Consumer Communications & Networking Conference, 2016
2015
Int. J. High Perform. Comput. Appl., 2015
EURASIP J. Image Video Process., 2015
Comput. Vis. Image Underst., 2015
Proceedings of the 23rd Annual ACM Conference on Multimedia Conference, MM '15, Brisbane, Australia, October 26, 2015
Introduction to a Task on Context of Experience: Recommending Videos Suiting a Watching Situation.
Proceedings of the Working Notes Proceedings of the MediaEval 2015 Workshop, 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
Automatic Summary Creation by Applying Natural Language Processing on Unstructured Medical Records.
Proceedings of the Computer Analysis of Images and Patterns, 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
MTAP special issue on methods and tools for ground truth collection in multimedia applications.
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
Discovering biological knowledge by integrating high-throughput data and scientific literature on the cloud.
Concurr. Comput. Pract. Exp., 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
Summary Abstract for the 3rd ACM International Workshop on Multimedia Analysis for Ecological Data.
Proceedings of the ACM International Conference on Multimedia, MM '14, Orlando, FL, USA, November 03, 2014
Proceedings of the 3rd ACM International Workshop on Multimedia Analysis for Ecological Data, 2014
Proceedings of the 1st International Workshop on Environnmental Multimedia Retrieval co-located with ACM International Conference on Multimedia Retrieval, 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
Proceedings of the Information Access Evaluation. Multilinguality, Multimodality, and Interaction, 2014
2013
Socio-semantic Integration of Educational Resources - the Case of the mEducator Project.
J. Univers. Comput. Sci., 2013
Summary abstract for the 2nd ACM international workshop on multimedia analysis for ecological data.
Proceedings of the ACM Multimedia Conference, 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
Generation of Ground Truth for Object Detection While Playing an Online Game: Productive Gaming or Recreational Working?
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2013
2012
An integrated computer-controlled system for assisting researchers in cortical excitability studies by using transcranial magnetic stimulation.
Comput. Methods Programs Biomed., 2012
Combining literature text mining with microarray data: advances for system biology modeling.
Briefings Bioinform., 2012
Using Horn Clauses and Fuzzy Logic to Provide Location Intelligence Services to Mobile Users: An Implementation Account.
Proceedings of the Web Information Systems and Technologies - 8th International Conference, 2012
Location Intelligence Services for Mobiles using Ruby on Rails and JQueryMobile.
Proceedings of the WEBIST 2012 - Proceedings of the 8th International Conference on Web Information Systems and Technologies, Porto, Portugal, 18, 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 20th ACM Multimedia Conference, MM '12, Nara, Japan, October 29, 2012
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
Proceedings of the IEEE International Symposium on Medical Measurements 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
Proceedings of the Federated Conference on Computer Science and Information Systems, 2012
Proceedings of the Federated Conference on Computer Science and Information Systems, 2012
Proceedings of the Federated Conference on Computer Science and Information Systems, 2012
Proceedings of the 2012 Symposium on Eye-Tracking Research and Applications, 2012
BioWizard: Discovering and validating associations between biological entities by integrated analysis of scientific literature and experimental data.
Proceedings of CBMS 2012, 2012
First International Workshop on Visual Interfaces for Ground Truth Collection in Computer Vision Applications.
Proceedings of the International Working Conference on Advanced Visual Interfaces, 2012
2011
Adaptive Background Modeling Integrated With Luminosity Sensors and Occlusion Processing for Reliable Vehicle Detection.
IEEE Trans. Intell. Transp. Syst., 2011
Basal Ganglia Activity Measurement by Automatic 3-D Striatum Segmentation in SPECT Images.
IEEE Trans. Instrum. Meas., 2011
Implementing ITS 3.0 Applications by Integrating Ruby on Rails, Sesame and Protegè Technologies.
Proceedings of the Seventh International Conference on Signal-Image Technology and Internet-Based Systems, 2011
Proceedings of the 7th International Symposium on Image and Signal Processing and Analysis, 2011
Proceedings of Linked Learning 2011: the 1st International Workshop on eLearning Approaches for the Linked Data Age, 2011
Adaptive Local Contrast Enhancement Combined with 2D Discrete Wavelet Transform for Mammographic Mass Detection and Classification.
Proceedings of the Digital Information and Communication Technology and Its Applications, 2011
Proceedings of the Digital Information and Communication Technology and Its Applications, 2011
Proceedings of the 24th IEEE International Symposium on Computer-Based Medical Systems, 2011
Proceedings of the 24th IEEE International Symposium on Computer-Based Medical Systems, 2011
A semantic-based and adaptive architecture for automatic multimedia retrieval composition.
Proceedings of the 9th International Workshop on Content-Based Multimedia Indexing, 2011
Proceedings of the Biomedical Engineering Systems and Technologies, 2011
Nuclear Medicine Image Management System for Storage and Sharing by using Grid Services and Semantic Web.
Proceedings of the HEALTHINF 2011, 2011
2010
An Automatic System for Skeletal Bone Age Measurement by Robust Processing of Carpal and Epiphysial/Metaphysial Bones.
IEEE Trans. Instrum. Meas., 2010
Proceedings of the first ACM international workshop on Analysis and retrieval of tracked events and motion in imagery streams, 2010
An interactive interface for remote administration of clinical tests based on eye tracking.
Proceedings of the 2010 Symposium on Eye-Tracking Research & Applications, 2010
Proceedings of the 2010 Symposium on Eye-Tracking Research & Applications, 2010
2009
IEEE Trans. Inf. Technol. Biomed., 2009
Adaptive Objects Tracking by Using Statistical Features Shape Modeling and Histogram Analysis.
Proceedings of the Seventh International Conference on Advances in Pattern Recognition, 2009
2008
Evaluation of the Traffic Parameters in a Metropolitan Area by Fusing Visual Perceptions and CNN Processing of Webcam Images.
IEEE Trans. Neural Networks, 2008
GRIPLAB 1.0: Grid Image Processing Laboratory for Distributed Machine Vision Applications.
Proceedings of the 17th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises, 2008
Detecting, Tracking and Counting Fish in Low Quality Unconstrained Underwater Videos.
Proceedings of the VISAPP 2008: Proceedings of the Third International Conference on Computer Vision Theory and Applications, Funchal, Madeira, Portugal, January 22-25, 2008, 2008
Analysis of Focuses of Attention Distribution for a Novel Face Recognition System.
Proceedings of the First International Conference on Biomedical Electronics and Devices, 2008
2006
Proceedings of the 7th WOA 2006 Workshop, 2006
Variational Method for Image Denoising by Distributed Genetic Algorithms on GRID Environment.
Proceedings of the 15th IEEE International Workshops on Enabling Technologies: Infrastructures for Collaborative Enterprises (WETICE 2006), 2006
Cellular Neural Networks and Dynamic Enhancement for Cephalometric Landmarks Detection.
Proceedings of the Artificial Intelligence and Soft Computing, 2006
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
An Automated Tool for Face Recognition using Visual Attention and Active Shape Models Analysis.
Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006
2005
A Fuzzy System to Analyze SIVD Diseases Using the Transcranial Magnetic Stimulation.
Proceedings of the Second World Enformatika Conference, 2005
Transcranial Magnetic Stimulation (TMS) to Evaluate and Classify Mental Diseases Using Neural Networks.
Proceedings of the Artificial Intelligence in Medicine, 2005
2004
Soft-Computing Agents Processing Webcam Images to Optimize Metropolitan Traffic Systems.
Proceedings of the International Conference on Computer Vision and Graphics, 2004