Frédéric Precioso

According to our database1, Frédéric Precioso authored at least 76 papers between 2001 and 2018.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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PhD thesis 
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Links

On csauthors.net:

Bibliography

2018
Adversarial Active Learning for Deep Networks: a Margin Based Approach.
CoRR, 2018

Foveated streaming of virtual reality videos.
Proceedings of the 9th ACM Multimedia Systems Conference, 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

Textual Deconvolution Saliency (TDS) : a deep tool box for linguistic analysis.
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

Active learning strategy for CNN combining batchwise Dropout and Query-By-Committee.
Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017

Singlets: Multi-resolution Motion Singularities for Soccer Video Abstraction.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017

AF Detection and ECG Classification based on Convolutional Recurrent Neural Network.
CinC, 2017

Handling Noisy Labels in Gaze-Based CBIR System.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2017

2016
Fine-grained object recognition in underwater visual data.
Multimedia Tools Appl., 2016

Using Closed Patterns to Solve the Consensus Clustering Problem.
International Journal of Software Engineering and Knowledge Engineering, 2016

Using Frequent Closed Pattern Mining to Solve a Consensus Clustering Problem.
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

Frequent Closed Patterns Based Multiple Consensus Clustering.
Proceedings of the Artificial Intelligence and Soft Computing, 2016

Introducing Semantics in Short Text Classification.
Proceedings of the Computational Linguistics and Intelligent Text Processing, 2016

Catching Relevance in One Glimpse: Food or Not Food?
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 Analysis, 2015

QBDC: Query by dropout committee for training deep supervised architecture.
CoRR, 2015

Improving SVM Training Sample Selection Using Multi-Objective Evolutionary Algorithm and LSH.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Comparative Study of Recent Multimodal Evolutionary Algorithms.
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2015

Recipe recognition with large multimodal food dataset.
Proceedings of the 2015 IEEE International Conference on Multimedia & Expo Workshops, 2015

One gaze is worth ten thousand (key-)words.
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015

2014
Boosted kernel for image categorization.
Multimedia Tools Appl., 2014

Computer-Assisted Segmentation of Videocapsule Images Using Alpha-Divergence-Based Active Contour in the Framework of Intestinal Pathologies Detection.
Int. J. Biomedical Imaging, 2014

Assessment of algorithms for mitosis detection in breast cancer histopathology images.
CoRR, 2014

Fish Species Recognition from Video using SVM Classifier.
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

Short Text Classification Using Semantic Random Forest.
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

Fish Species Recognition from Video using SVM Classifier.
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 Analysis, 2013

Statistical Model of Shape Moments with Active Contour Evolution for Shape Detection and Segmentation.
Journal of Mathematical Imaging and Vision, 2013

SIFT, BoW Architecture and one-against-all Support Vector Machine.
Proceedings of the Working Notes for CLEF 2013 Conference , 2013

2012
Locality-Sensitive Hashing for Chi2 Distance.
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

A Tensor Based on Optical Flow for Global Description of Motion in Videos.
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

Boosting kernel combination for multi-class image categorization.
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

Linear kernel combination using boosting.
Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

2011
Incremental kernel learning for active image retrieval without global dictionaries.
Pattern Recognition, 2011

SALSAS: Sub-linear active learning strategy with approximate k-NN search.
Pattern Recognition, 2011

Spatio-Temporal Tube data representation and Kernel design for SVM-based video object retrieval system.
Multimedia Tools Appl., 2011

Efficient Bag-of-Feature kernel representation for image similarity search.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

Confocal microscopy segmentation using active contour based on (α)-divergence.
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

Text detection and recognition in urban scenes.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 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

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

Active Boosting for Interactive Object Retrieval.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

STTK-based video object recognition.
Proceedings of the International Conference on Image Processing, 2010

Scalable active learning strategy for object category retrieval.
Proceedings of the International Conference on Image Processing, 2010

2009
Extraction of Windows in Facade Using Kernel on Graph of Contours.
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

Spatio-Temporal Tube Kernel for actor retrieval.
Proceedings of the International Conference on Image Processing, 2009

Windows and facades retrieval using similarity on graph of contours.
Proceedings of the International Conference on Image Processing, 2009

Optimization on active learning strategy for object category retrieval.
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

Summarization scheme based on near-duplicate analysis.
Proceedings of the 2nd ACM Workshop on Video Summarization, 2008

Fast approximate kernel-based similarity search for image retrieval task.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Actor retrieval system based on kernels on bags of bags.
Proceedings of the 2008 16th European Signal Processing Conference, 2008

2007
RETIN: a smart interactive digital media retrieval system.
Proceedings of the 6th ACM International Conference on Image and Video Retrieval, 2007

2006
Video Segmentation by Supervised Learning.
Proceedings of the 19th Brazilian Symposium on Computer Graphics and Image Processing (SIBGRAPI 2006), 2006

Robust scene cut detection by supervised learning.
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 Processing, 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

A genetic algorithm-based approach to knowledge-assisted video analysis.
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
Smoothing B-spline active contour for fast and robust image and video segmentation.
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. Sig. Proc., 2002

Regular spatial B-spline active contour for fast video segmentation.
Proceedings of the 2002 International Conference on Image Processing, 2002

2001
B-spline active contours for fast video segmentation.
Proceedings of the 2001 International Conference on Image Processing, 2001


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