Frédéric Precioso
Orcid: 0000-0001-8712-1443
According to our database1,
Frédéric Precioso
authored at least 130 papers
between 2001 and 2024.
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Bibliography
2024
Sparse and geometry-aware generalisation of the mutual information for joint discriminative clustering and feature selection.
Stat. Comput., October, 2024
A new perspective on optimizers: leveraging moreau-yosida approximation in gradient-based learning.
Intelligenza Artificiale, 2024
Detecting Brittle Decisions for Free: Leveraging Margin Consistency in Deep Robust Classifiers.
CoRR, 2024
CoRR, 2024
Proceedings of the Forty-first International Conference on Machine Learning, 2024
Proceedings of the ECAI 2024 - 27th European Conference on Artificial Intelligence, 19-24 October 2024, Santiago de Compostela, Spain, 2024
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024
2023
DeepWILD: Wildlife Identification, Localisation and estimation on camera trap videos using Deep learning.
Ecol. Informatics, July, 2023
Mind the map! Accounting for existing map information when estimating online HDMaps from sensor data.
CoRR, 2023
CoRR, 2023
Proceedings of the 27th ACM International Systems and Software Product Line Conference, 2023
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023
Proceedings of the 24th Annual Conference of the International Speech Communication Association, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023
Proceedings of the AIxIA 2023 - Advances in Artificial Intelligence, 2023
2022
TRACK: A New Method From a Re-Examination of Deep Architectures for Head Motion Prediction in 360${}^{\circ }$∘ Videos.
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Knowl. Based Syst., 2022
Learning and Reasoning for Cultural Metadata Quality: Coupling Symbolic AI and Machine Learning over a Semantic Web Knowledge Graph to Support Museum Curators in Improving the Quality of Cultural Metadata and Information Retrieval.
ACM Journal on Computing and Cultural Heritage, 2022
Evolvable SPL management with partial knowledge: an application to anomaly detection in time series.
Proceedings of the SPLC '22: 26th ACM International Systems and Software Product Line Conference, Graz, Austria, September 12, 2022
Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the 2022 IEEE International Conference on Image Processing, 2022
2021
Active Speaker Detection as a Multi-Objective Optimization with Uncertainty-Based Multimodal Fusion.
Proceedings of the 22nd Annual Conference of the International Speech Communication Association, Interspeech 2021, Brno, Czechia, August 30, 2021
2020
From text saliency to linguistic objects: learning linguistic interpretable markers with a multi-channels convolutional architecture.
CoRR, 2020
Proceedings of the 9th Workshop on Intelligent Cinematography and Editing, 2020
Proceedings of the 11th ACM Multimedia Systems Conference, 2020
Proceedings of the 22nd IEEE International Workshop on Multimedia Signal Processing, 2020
Proceedings of the 25th International Conference on Pattern Recognition, 2020
Track: a Multi-Modal Deep Architecture for Head Motion Prediction in 360<sup>°</sup> Videos.
Proceedings of the IEEE International Conference on Image Processing, 2020
Ensemble Clustering based Semi-supervised Learning for Revenue Accounting Workflow Management.
Proceedings of the 9th International Conference on Data Science, 2020
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020
2019
Proceedings of the 2019 International Symposium on Signal Processing Systems, 2019
A Co-evolutionary Approach to Analyzing the Impact of Rationality on the Italian Electricity Market.
Proceedings of the PRIMA 2019: Principles and Practice of Multi-Agent Systems, 2019
Proceedings of the 22nd ACM/IEEE International Conference on Model Driven Engineering Languages and Systems Companion, 2019
Proceedings of the Proceedings Proceedings of the 2nd International Workshop on Multimedia Content Analysis in Sports, 2019
Impact of Saliency and Gaze Features on Visual Control: Gaze-Saliency Interest Estimator.
Proceedings of the 27th ACM International Conference on Multimedia, 2019
Proceedings of the Modeling Decisions for Artificial Intelligence, 2019
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019
2018
Proceedings of the 9th ACM Multimedia Systems Conference, 2018
Proceedings of the 1st International Workshop on Medication and Adverse Drug Event Detection, 2018
An Interactive Content-Based 3D Shape Retrieval System for on-Site Cultural Heritage Analysis.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018
Parallel and Distributed Processing for Unsupervised Patient Phenotype Representation.
Proceedings of the High Performance Computing - 5th Latin American Conference, 2018
Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics, 2018
2017
KPPF: Keypoint-Based Point-Pair-Feature for Scalable Automatic Global Registration of Large RGB-D Scans.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
Proceedings of the Computing in Cardiology, 2017
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2017
2016
Int. J. Softw. Eng. Knowl. Eng., 2016
Proceedings of the 28th International Conference on Software Engineering and Knowledge Engineering, 2016
Interactive generic learning method (IGLM): a new approach to interactive short text classification.
Proceedings of the 31st Annual ACM Symposium on Applied Computing, 2016
Towards a Software Product Line for Machine Learning Workflows: Focus on Supporting Evolution.
Proceedings of the 10th Workshop on Models and Evolution co-located with ACM/IEEE 19th International Conference on Model Driven Engineering Languages and Systems (MODELS 2016), 2016
Multiple Consensuses Clustering by Iterative Merging/Splitting of Clustering Patterns.
Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2016
Human action recognition based on 3D skeleton part-based pose estimation and temporal multi-resolution analysis.
Proceedings of the 2016 IEEE International Conference on Image Processing, 2016
Proceedings of the Artificial Intelligence and Soft Computing, 2016
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2016
Proceedings of the International Working Conference on Advanced Visual Interfaces, 2016
2015
Assessment of algorithms for mitosis detection in breast cancer histopathology images.
Medical Image Anal., 2015
CoRR, 2015
Improving SVM Training Sample Selection Using Multi-Objective Evolutionary Algorithm and LSH.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015
Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
2014
Computer-Assisted Segmentation of Videocapsule Images Using Alpha-Divergence-Based Active Contour in the Framework of Intestinal Pathologies Detection.
Int. J. Biomed. Imaging, 2014
Proceedings of the 3rd ACM International Workshop on Multimedia Analysis for Ecological Data, 2014
Statistical region-based active contour using optimization of alpha-divergence family for image segmentation.
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the Data Warehousing and Knowledge Discovery, 2014
Plant Species Recognition using Bag-Of-Word with SVM Classifier in the Context of the LifeCLEF Challenge.
Proceedings of the Working Notes for CLEF 2014 Conference, 2014
2013
Standardized evaluation framework for evaluating coronary artery stenosis detection, stenosis quantification and lumen segmentation algorithms in computed tomography angiography.
Medical Image Anal., 2013
Statistical Model of Shape Moments with Active Contour Evolution for Shape Detection and Segmentation.
J. Math. Imaging Vis., 2013
Proceedings of the Working Notes for CLEF 2013 Conference , 2013
2012
IEEE Trans. Pattern Anal. Mach. Intell., 2012
3D Confocal Microscopy Data Analysis using Level-set Segmentation with Alpha Divergence Similarity Measure.
Proceedings of the VISAPP 2012, 2012
Proceedings of the 25th SIBGRAPI Conference on Graphics, Patterns and Images, 2012
Hybdrid Content Based Image Retrieval combining multi-objective interactive genetic algorithm and SVM.
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the 19th IEEE International Conference on Image Processing, 2012
Alpha-divergence maximization for statistical region-based active contour segmentation with non-parametric PDF estimations.
Proceedings of the 2012 IEEE International Conference on Acoustics, 2012
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012
2011
Pattern Recognit., 2011
Pattern Recognit., 2011
Spatio-Temporal Tube data representation and Kernel design for SVM-based video object retrieval system.
Multim. Tools Appl., 2011
Proceedings of the 2011 TREC Video Retrieval Evaluation, 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Segmentation of cellular structures in actin tagged fluorescence confocal microscopy images.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011
Proceedings of the Multimedia on Mobile Devices 2011; and Multimedia Content Access: Algorithms and Systems V, 2011
Statistical Shape Model of Legendre Moments with Active Contour Evolution for Shape Detection and Segmentation.
Proceedings of the Computer Analysis of Images and Patterns, 2011
2010
Proceedings of the TRECVID 2010 workshop participants notebook papers, 2010
Boundary Delineation in Prostate Imaging Using Active Contour Segmentation Method with Interactively Defined Object Regions.
Proceedings of the Prostate Cancer Imaging. Computer-Aided Diagnosis, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the International Conference on Image Processing, 2010
2009
Proceedings of the TRECVID 2009 workshop participants notebook papers, 2009
Proceedings of the Image Analysis, 16th Scandinavian Conference, 2009
Face Blurring for Privacy in Street-level Geoviewers Combining Face, Body and Skin Detectors.
Proceedings of the IAPR Conference on Machine Vision Applications (IAPR MVA 2009), 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the International Conference on Image Processing, 2009
2008
Rushes summarization by IRIM consortium: redundancy removal and multi-feature fusion.
Proceedings of the 2nd ACM Workshop on Video Summarization, 2008
Proceedings of the 2nd ACM Workshop on Video Summarization, 2008
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008
Proceedings of the 2008 16th European Signal Processing Conference, 2008
2007
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007
2006
Proceedings of the 2006 TREC Video Retrieval Evaluation, 2006
Proceedings of the 19th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2006), 2006
Proceedings of the 14th European Signal Processing Conference, 2006
2005
Robust real-time segmentation of images and videos using a smooth-spline snake-based algorithm.
IEEE Trans. Image Process., 2005
Using a Multimedia Ontology Infrastructure for Semantic Annotation of Multimedia Content.
Proceedings of the 5th International Workshop on Knowledge Markup and Semantic Annotation ( SemAnnot 2005 ) located at the 4rd International Semantic Web Conference ISWC 2005, 2005
Proceedings of the 2005 International Conference on Image Processing, 2005
2004
Contours actifs paramétriques pour la segmentationd'images et vidéos. (Parametric active contours for image and video segmentation).
PhD thesis, 2004
2003
Proceedings of the 2003 International Conference on Image Processing, 2003
2002
B-Spline Active Contour with Handling of Topology Changes for Fast Video Segmentation.
EURASIP J. Adv. Signal Process., 2002
Proceedings of the 2002 International Conference on Image Processing, 2002
2001
Proceedings of the 2001 International Conference on Image Processing, 2001