cv2016

Tianshu yang, Nicolas Pasquier, Frédéric Precioso. Semi-supervised Consensus Clustering Based on Closed Patterns. Knowledge-Based Systems, Elsevier, 2022, Article 107599, 235, ⟨10.1016/j.knosys.2021.107599⟩. ⟨hal-03402517⟩

Anna Bobasheva, Fabien Gandon, Frédéric Precioso. Learning and Reasoning for Cultural Metadata Quality. Journal on Computing and Cultural Heritage, Association for Computing Machinery, 2022, ⟨10.1145/3485844⟩. ⟨hal-03363442⟩

Miguel Fabian Romero Rondon, Lucile Sassatelli, Ramon Aparicio-Pardo, Frédéric Precioso. TRACK: A New Method from a Re-examination of Deep Architectures for Head Motion Prediction in 360-degree Videos. IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers, In press, pp.1-1. ⟨10.1109/TPAMI.2021.3070520⟩. ⟨hal-03193067⟩

Khawla Seddiki, Philippe Saudemont, Frédéric Precioso, Nina Ogrinc, Maxence Wisztorski, et al.. Cumulative learning enables convolutional neural network representations for small mass spectrometry data classification. Nature Communications, Nature Publishing Group, 2020, 11 (1), ⟨10.1038/s41467-020-19354-z⟩. ⟨hal-03132326⟩

Atheer Al-Najdi, Nicolas Pasquier, Frédéric Precioso. Using Closed Patterns to Solve the Consensus Clustering Problem. International Journal of Software Engineering and Knowledge Engineering, World Scientific Publishing, 2017, 26 (09n10), pp.1379-1397. ⟨10.1142/S021819401640009X⟩. ⟨hal-02540835⟩

Concetto Spampinato, Simone Palazzo, Pierre-Hughes Joalland, Sébastien Paris, Hervé Glotin, et al.. Fine-Grained Object Recognition in Underwater Visual Data. Multimedia Tools and Applications, Springer Verlag, 2016, 75 (3), pp.1701-1720. ⟨10.1007/s11042-015-2601-x⟩. ⟨hal-01323129⟩

Mitko Veta, Paul J. Van Diest, Stefan M. Willems, Haibo Wang, Anant Madabhushi, et al.. Assessment of algorithms for mitosis detection in breast cancer histopathology images. Medical Image Analysis, Elsevier, 2015, 20 (1), pp.237-248. ⟨10.1016/j.media.2014.11.010⟩. ⟨hal-01246695⟩

Leila Meziou, Aymeric Histace, Frédéric Precioso, Olivier Romain, Xavier Dray, et al.. Computer-Assisted Segmentation of Videocapsule Images Using Alpha-Divergence-Based Active Contour In The Framework of Intestinal Pathologies Detection. International Journal of Biomedical Imaging, Hindawi Publishing Corporation, 2014, 2014, 428583 (10 p.). ⟨10.1155/2014/428583⟩. ⟨hal-01090142⟩

Aymeric Histace, Leila Meziou, Bogdan Matuszewski, Frédéric Precioso, Mark Murphy, et al.. Statistical region based active contour using a fractional entropy descriptor: Application to nuclei cell segmentation in confocal microscopy images. Annals of British Machine Vision Association, 2013, 2013 (5), pp.1-15. ⟨hal-00817583⟩

yan Zhang, Bogdan Matuszewski, Aymeric Histace, Frédéric Precioso. Statistical Model of Shape Moments with Active Contour Evolution for Shape Detection and Segmentation. Journal of Mathematical Imaging and Vision, Springer Verlag, 2013, 47 (1), pp.35-47. ⟨10.1007/s10851-013-0416-9⟩. ⟨hal-00784159⟩

Alexis Lechervy, Philippe-Henri Gosselin, Frédéric Precioso. Boosted kernel for image categorization. Multimedia Tools and Applications, Springer Verlag, 2013. ⟨hal-00799068⟩

H. A. Kirişli, M. Schaap, C. T. Metz, A. S. Dharampal, W. B. Meijboom, et al.. Standardized evaluation framework for evaluating coronary artery stenosis detection, stenosis quantification and lumen segmentation algorithms in computed tomography angiography.. Medical Image Analysis, Elsevier, 2013, 17 (8), pp.859-876. ⟨10.1016/j.media.2013.05.007⟩. ⟨hal-00874107⟩

David Gorisse, Matthieu Cord, Frédéric Precioso. Locality sensitive hashing for chi2 distance. IEEE Transactions on Pattern Analysis and Machine Intelligence, Institute of Electrical and Electronics Engineers, 2012, 34 (2), pp.402-410. ⟨10.1109/tpami.2011.193⟩. ⟨hal-00773079⟩

David Gorisse, Matthieu Cord, Frédéric Precioso. SALSAS: Sub-linear Active Learning Strategy with Approximate k-NN Search. Pattern Recognition, Elsevier, 2011, 44 (10-11), pp.2244-2254. ⟨10.1016/j.patcog.2010.12.009⟩. ⟨hal-00773102⟩

Shuji Zhao, Frédéric Precioso, Matthieu Cord. Spatio-Temporal Tube data representation and Kernel design for SVM-based video object retrieval system. Multimedia Tools and Applications, Springer Verlag, 2011, Special issue on "Image and Video Retrieval: Theory and Applications"., 55 (1), pp.105-125. ⟨10.1007/s11042-010-0602-3⟩. ⟨hal-00773031⟩

Philippe-Henri Gosselin, Frédéric Precioso, Sylvie Philipp-Foliguet. Incremental Kernel Learning for Active Image Retrieval without Global Dictionaries. Pattern Recognition, Elsevier, 2011, 44 (10-11), pp.2244-2254. ⟨10.1016/j.patcog.2010.12.006⟩. ⟨hal-00619211⟩

Stéphanie Jehan-Besson, Muriel Gastaud, Frédéric Precioso, Michel Barlaud, Gilles Aubert, et al.. From snakes to region-based active contours defined by region-dependent parameters. Applied optics, Optical Society of America, 2004, 43 (2), pp.247-256. ⟨10.1364/AO.43.000247⟩. ⟨hal-00331466⟩

Frédéric Precioso, Michel Barlaud. B-Spline Active Contour with Handling of Topology Changes for Fast Video Segmentation. EURASIP Journal on Advances in Signal Processing, SpringerOpen, 2002, 2002 (6), ⟨10.1155/S1110865702203121⟩. ⟨hal-01343203⟩

Baptiste Pouthier, Laurent Pilati, Leela Gudupudi, Charles Bouveyron, Frédéric Precioso. Active Speaker Detection as a Multi-Objective Optimization with Uncertainty-Based Multimodal Fusion. Interspeech 2021, Aug 2021, Brno, Czech Republic. pp.2381-2385, ⟨10.21437/Interspeech.2021-80⟩. ⟨hal-03345281⟩

Melissa Sanabria, Frédéric Precioso, Thomas Menguy. Hierarchical Multimodal Attention for Deep Video Summarization. ICPR 2020 - 25th International Conference on Pattern Recognition, Jan 2021, Milan / Virtual, Italy. ⟨10.1109/ICPR48806.2021.9413097⟩. ⟨hal-02964209⟩

Miguel Fabian Romero Rondon, Lucile Sassatelli, Ramon Aparicio-Pardo, Frédéric Precioso. User-Adaptive Rotational Snap-Cutting for Streamed 360° Videos. EUROGRAPHICS Workshop on Intelligent Cinematography and Editing, May 2020, Norrkoping, Sweden. ⟨10.2312/wiced.20201125⟩. ⟨hal-02615978⟩

Laurent Vanni, Marco Corneli, Dominique Longrée, Damon Mayaffre, Frédéric Precioso. Hyperdeep : deep learning descriptif pour l'analyse de données textuelles. JADT 2020 - 15èmes Journées Internationales d'Analyse statistique des Données Textuelles, Jun 2020, Toulouse, France. ⟨hal-02926880⟩

Tianshu yang, Nicolas Pasquier, Antoine Hom, Laurent Dollé, Frédéric Precioso. Semi-supervised Consensus Clustering Based on Frequent Closed Itemsets: Amadeus Intellectual Property Invention Patent ID2326WW00 "Clustering Techniques for Revenue Accounting Error-Handling Automation" Defensive Paper. CIKM'2020 29th ACM International Conference on Information and Knowledge Management (Acceptance Rate: 18%), Oct 2020, Galway, Ireland. pp.3341-3344, ⟨10.1145/3340531.3417453⟩. ⟨hal-02917863⟩

Tianshu yang, Nicolas Pasquier, Frédéric Precioso. Ensemble Clustering Based Semi-Supervised Learning for Revenue Accounting Workflow Management: Amadeus Intellectual Property Invention Patent ID2326WW00 "Clustering Techniques for Revenue Accounting Error-Handling Automation" Defensive Paper. DATA'2020 International Conference on Data Science, Technology and Applications (Acceptance Rate: 14%), Jul 2020, Paris, France. pp. 283-293, ⟨10.5220/0009883802830293⟩. ⟨hal-02540832⟩

Miguel Fabian Romero Rondon, Lucile Sassatelli, Ramon Aparicio-Pardo, Frédéric Precioso. A Unified Evaluation Framework for Head Motion Prediction Methods in 360° Videos. MMSys '20 - 11th ACM Multimedia Systems Conference, ACM, Jun 2020, Istanbul, Turkey. pp.279-284, ⟨10.1145/3339825.3394934⟩. ⟨hal-02615979⟩

John A García, Frédéric Precioso, Pascal Staccini, Michel Riveill. DiagnoseNET: Automatic Framework to Scale Neural Networks on Heterogeneous Systems Applied to Medical Diagnosis. ICITCS 2020 - 8th International Conference on IT Convergence and Security, Aug 2020, Nha Trang / Virtual, Vietnam. ⟨10.1007/978-981-15-9354-3_1⟩. ⟨hal-02869960⟩

Melissa Sanabria, Frederic Precioso, Thomas Menguy. Profiling Actions for Sport Video Summarization: An attention signal analysis. International Workshop on Multimedia Signal Processing, Sep 2020, Tampere, Finland. ⟨hal-02910211v2⟩

Miguel Fabian Romero Rondon, Lucile Sassatelli, Ramon Aparicio-Pardo, Frédéric Precioso. TRACK: A Multi-Modal Deep Architecture for Head Motion Prediction in 360-Degree Videos. ICIP 2020 - IEEE International Conference on Image Processing, Oct 2020, Abu Dhabi / Virtual, United Arab Emirates. ⟨hal-02615980⟩

Damon Mayaffre, Camille Bouzereau, Magali Guaresi, Frédéric Precioso, Laurent Vanni. Du texte à l'intertexte. Le palimpseste Macron au révélateur de l'Intelligence artificielle. CMLF 2020 - 7ème Congrès mondiale de linguistique française, Jul 2020, Montpellier / Online, France. ⟨hal-02520224⟩

Célia da Costa Pereira, Sara Bevilacqua, Eric Guerci, Frédéric Precioso, Claudio Sartori. A Co-Evolutionary Approach to Analyzing the Impact of Rationality on the Italian Electricity Market. PRIMA 2019: Principles and Practice of Multi-Agent Systems - 22nd International Conference, Turin, Italy, October 28-31, 2019, Proceedings, Oct 2019, Turin, Italy. pp.235-250. ⟨hal-03199500⟩

Edson Florez, Frederic Precioso, Romaric Pighetti, Michel Riveill. Deep Learning for Identification of Adverse Drug Reaction Relations. International Symposium on Signal Processing Systems, Beijing University of Posts and Telecommunications, Sep 2019, Beijing, France. pp.149-153, ⟨10.1145/3364908.3365295⟩. ⟨hal-02498173⟩

Benjamin Benni, Mireille Blay-Fornarino, Sébastien Mosser, Frédéric Precioso, Günther Jungbluth. When DevOps Meets Meta-Learning: A Portfolio to Rule them all. 2019 ACM/IEEE 22nd International Conference on Model Driven Engineering Languages and Systems Companion (MODELS-C), Sep 2019, Munich, Germany. pp.605-612, ⟨10.1109/MODELS-C.2019.00092⟩. ⟨hal-02403680⟩

Sara Bevilacqua, Célia da Costa Pereira, Eric Guerci, Frédéric Precioso, Claudio Sartori. Analysing the Impact of Rationality on the Italian Electricity Market. Modeling Decisions for Artificial Intelligence (MDAI 2019), Sep 2019, Milan, Italy. ⟨hal-02294953⟩

John Anderson John Anderson Garcia Henao Garcia Henao, Frédéric Precioso, Pascal Staccini, Michel Riveill. Parallel and Distributed Processing for Unsupervised Patient Phenotype Representation. LATIN AMERICA HIGH PERFORMANCE COMPUTING CONFERENCE, Sep 2018, Bucaramanga, Colombia. pp.3--17, ⟨10.1007/978-3-030-16205-4⟩. ⟨hal-01885364⟩

John Anderson John Anderson Garcia Henao Garcia Henao, Frédéric Precioso, Pascal Staccini, Michel Riveill. Scalability Analysis of Mini-Cluster Jetson TX2 for Training DNN Applied to Healthcare. NVIDIA GTC Europe 2018, Oct 2018, Munich, Germany. ⟨hal-01943618⟩

Edson Florez, Frédéric Precioso, Romaric Pighetti, Michel Riveill. Named Entity Recognition using Neural Networks for Clinical Notes. NLP Challenges for Detecting Medication and Adverse Drug Events from Electronic Health Records (MADE1.0), University of Massachusetts Lowell, Worcester, Amherst, May 2018, Massachusetts, United States. pp.7--15. ⟨hal-01786995⟩

Miguel Fabian Romero Rondon, Lucile Sassatelli, Frédéric Precioso, Ramon Aparicio-Pardo. Foveated Streaming of Virtual Reality Videos. ACM International Conference on Multimedia Systems (MMSys), Jun 2018, Amsterdam, Netherlands. ⟨10.1145/3204949.3208114⟩. ⟨hal-01781324⟩

Katy Blanc, Diane Lingrand, Frédéric Precioso. SINGLETS: Multi-Resolution Motion Singularities for Soccer Video Abstraction. Workshop CVsports (in conjunction with CVPR), Jul 2017, Honolulu (Hawaii), United States. ⟨hal-01540342⟩

Stéphanie Lopez, Arnaud Revel, Diane Lingrand, Frédéric Precioso. Handling noisy labels in gaze-based CBIR system. Advanced Concepts for Intelligent Vision Systems (ACIVS),, Sep 2017, Antwerpen, Belgium. ⟨hal-01635028⟩

Lucas Malleus, Thomas Fisichella, Diane Lingrand, Frédéric Precioso, Nicholas Gros, et al.. KPPF: Keypoint-based Point-Pair-Feature for scalable automatic global registration of large RGB-D scans. Workshop on Multiview Relationships in 3D Data (MVR3D, ICCV workshop), Oct 2017, Venice, Italy. ⟨hal-01635013⟩

A. Aly Halim, Michel Riveill, Christel Dartigues-Pallez, Frédéric Precioso, Abderrahim Benslimane, et al.. Human action recognition based on 3D skeleton part-based pose estimation and temporal multi-resolution analysis. International Conference on Image Processing (ICIP´2016), Sep 2016, Phoenix, United States. ⟨10.1109/ICIP.2016.7532918⟩. ⟨hal-01484111⟩

Atheer Al-Najdi, Nicolas Pasquier, Frédéric Precioso. Using Frequent Closed Pattern Mining to Solve a Consensus Clustering Problem. International Conference on Software Engineering & Knowledge Engineering, KSI Research Inc., Jul 2016, Redwood City, United States. pp.454-461, ⟨10.18293/SEKE2016-117⟩. ⟨hal-01330079⟩

Atheer Al-Najdi, Nicolas Pasquier, Frédéric Precioso. Frequent Closed Patterns Based Multiple Consensus Clustering. International Conference on Artificial Intelligence and Soft Computing, Jun 2016, Zakopane, Poland. pp.14-26, ⟨10.1007/978-3-319-39384-1_2⟩. ⟨hal-01329545⟩

Stéphanie Lopez, Arnaud Revel, Diane Lingrand, Frédéric Precioso, Valériane Dusaucy, et al.. Catching Relevance in One Glimpse: Food or Not Food?. ACM Advances in Visual Interfaces (AVI), Jun 2016, Bari, Italy. pp.324-325, ⟨10.1145/2909132.2926078⟩. ⟨hal-01330873⟩

Cécile Camillieri, Luca Parisi, Mireille Blay-Fornarino, Frédéric Precioso, Michel Riveill, et al.. Towards a Software Product Line for Machine Learning Workflows: Focus on Supporting Evolution. 10th Workshop on Models and Evolution co-located with ACM/IEEE 19th International Conference on Model Driven Engineering Languages and Systems (MODELS 2016), Oct 2016, Saint Malo, France. ⟨hal-01484050⟩

Atheer Al-Najdi, Nicolas Pasquier, Frédéric Precioso. Multiple Consensuses Clustering by Iterative Merging/Splitting of Clustering Patterns. Machine Learning and Data Mining in Pattern Recognition, Jul 2016, New York, United States. pp.790-804, ⟨10.1007/978-3-319-41920-6⟩. ⟨hal-01330216⟩

Mélanie Ducoffe, Damon Mayaffre, Frédéric Precioso, Frédéric Lavigne, Laurent Vanni, et al.. Machine Learning under the light of Phraseology expertise: use case of presidential speeches, De Gaulle -Hollande (1958-2016). JADT 2016 - Statistical Analysis of Textual Data, Damon Mayaffre; Céline Poudat; Laurent Vanni; Véronique Magri; Peter Follette; Caroline Daire, Jun 2016, Nice, France. pp.157-168. ⟨hal-01343209v2⟩

Ameni Bouaziz, Célia da Costa Pereira, Christel Dartigues Pallez, Frédéric Precioso. Interactive generic learning method (IGLM). 31st Annual ACM Symposium on Applied Computing, Apr 2016, Pisa, Italy. ⟨10.1145/2851613.2851646⟩. ⟨hal-01330098⟩

Stéphanie Lopez, Arnaud Revel, Diane Lingrand, Frédéric Precioso. One gaze is worth ten thousand (key-)words. IEEE International Conference on Image Processing (ICIP), 2015, Sep 2015, Québec, Canada. pp.3150--3154 ⟨10.1109/ICIP.2015.7351384⟩. ⟨hal-01323204⟩

R. Pighetti, Denis Pallez, Frédéric Precioso. Improving SVM Training Sample Selection Using Multi-Objective Evolutionary Algorithm and LSH. Computational Intelligence, 2015 IEEE Symposium Series on, 2015, Cape Town, South Africa. pp.1383-1390, ⟨10.1109/SSCI.2015.197⟩. ⟨hal-01322765⟩

R. Pighetti, Denis Pallez, Frédéric Precioso. Comparative Study of Recent Multimodal Evolutionary Algorithms. Computational Intelligence, 2015 IEEE Symposium Series on, 2015, Cape Town, South Africa. pp.837-844, ⟨10.1109/SSCI.2015.124⟩. ⟨hal-01322764⟩

Xin Wang, Devinder Kumar, Nicolas Thome, Matthieu Cord, Frederic Precioso. RECIPE RECOGNITION WITH LARGE MULTIMODAL FOOD DATASET. IEEE International Conference on Multimedia & Expo (ICME), workshop CEA, Jun 2015, Turin, Italy. ⟨10.1109/ICMEW.2015.7169757⟩. ⟨hal-01196959⟩

Katy Blanc, Diane Lingrand, Frédéric Precioso. Fish Species Recognition from Video using SVM Classifier. ACM Workshop on Multimedia Analysis for Ecological Data in conjunction with ACM Multimedia, Nov 2014, Orlando, United States. ⟨10.1145/2661821.2661827⟩. ⟨hal-01323227⟩

Ameni Bouaziz, Christel Dartigues-Pallez, Célia da Costa Pereira, Frédéric Precioso, Patrick Lloret. Short Text Classification Using Semantic Random Forest. Data Warehousing and Knowledge Discovery, Sep 2014, Munich, Germany. ⟨10.1007/978-3-319-10160-6_26⟩. ⟨hal-01325212⟩

Leila Meziou, Aymeric Histace, Frédéric Precioso. Statistical Region-Based Active Contour Using Optimization of Alpha-Divergence Family For Image Segmentation. 21 st International Conference on Image Processing, Oct 2014, Paris, France. pp.6066- 6070, ⟨10.1109/ICIP.2014.7026224⟩. ⟨hal-01005522⟩

Alexis Lechervy, Philippe-Henri Gosselin, Frédéric Precioso. Linear kernel combination using boosting. European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning, Apr 2012, Bruges, Belgium. pp.6. ⟨hal-00753155⟩

Romain Negrel, Virgínia Fernandes Mota, Philippe-Henri Gosselin, Marcelo Bernardes Vieira, Frederic Precioso. Indexation des Bases Vidéos à l'aide d'une Modélisation du Flot Optique par Bases de Polynômes. RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. ⟨hal-00656527⟩

Leila Meziou, Aymeric Histace, Frédéric Precioso, Bogdan Matuszewski, Franck Carreiras. 3D Confocal Microscopy data analysis using level-set segmentation with alpha-divergence similarity measure. International Conference on Computer Vision Theory and Applications, Feb 2012, Rome, Italy. pp.861-864. ⟨hal-00656689⟩

Alexis Lechervy, Philippe-Henri Gosselin, Frédéric Precioso. Boosting Kernel Combination for multi-class image categorization. 2012 IEEE International Conference on Image Processing (ICIP), Sep 2012, Orlando, United States. pp.4. ⟨hal-00753156⟩

Leila Meziou, Aymeric Histace, Frédéric Precioso. Alpha-divergence maximization for statistical region based active contour segmentation with non-parametric PDF estimations. International Conference on Acoustic Speech and Signal Processing, Mar 2012, Kyoto, Japan. pp.861-864. ⟨hal-00672258⟩

R. Pighetti, Denis Pallez, Frédéric Precioso. Hybdrid Content Based Image Retrieval combining multi-objective interactive genetic algorithm and SVM. Pattern Recognition (ICPR), 2012 21st International Conference on, 2012, Unknown, Unknown Region. pp.2849-2852. ⟨hal-01322768⟩

Mourad Boufarguine, Nicolas Thome, Vincent Guitteny, Frédéric Precioso. Suivi 3D Monoculaire pour un Système de Vidéosurveillance à l'aide d'un Modèle de Mouvement et un Modèle d'Apparence. RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. ⟨hal-00660973⟩

Leila Meziou, Aymeric Histace, Frédéric Precioso, Bogdan Matuszewski, Franck Carreiras. Fractional Entropy Based Active Contour Segmentation of Cell Nuclei in Actin-Tagged Confocal Microscopy Images. Conference on Medical Image Understanding and Analysis, Jul 2012, Swansea, United Kingdom. pp.117-123. ⟨hal-00704853⟩

Virginia Fernandes Mota, Eder de Almeida Perez, Marcelo Bernardes Vieira, Silva Maciel Luiz Maurílio Da, Frédéric Precioso, et al.. A tensor based on optical flow for global description of motion in videos. SIBGRAPI 2012, Aug 2012, Ouro Preto, Brazil. pp.4. ⟨hal-00753159⟩

Bogdan Matuszewski, Mark Murphy, David R. Burton, Tom Marchant, Christopher Moore, et al.. Segmentation of Cellular Structures in Actin Tagged Fluorescence Confocal Microscopy Images. ICIP 2011 - IEEE International Conference on Image Processing, Sep 2011, Bruxelles, Belgium. pp.3081-3084, ⟨10.1109/ICIP.2011.6116316⟩. ⟨hal-00592548⟩

Rodrigo Minetto, Nicolas Thome, Matthieu Cord, Jorge Stolfi, Frédéric Precioso, et al.. Text Detection and Recognition in Urban Scenes. International Conference on Computer Vision (ICCV): Workshop on Computer Vision for Remote Sensing of the Environment, Nov 2011, Barcelona, Spain. pp.227-234, ⟨10.1109/ICCVW.2011.6130247⟩. ⟨hal-01286100⟩

Frédéric Precioso, Matthieu Cord, David Gorisse, Nicolas Thome. Efficient bag-of-feature kernel representation for image similarity search. ICIP 2011 - IEEE International Conference on Image Processing, Sep 2011, Bruxelles, Belgium. pp.109-112, ⟨10.1109/ICIP.2011.6115618⟩. ⟨hal-00773095⟩

Leila Meziou, Aymeric Histace, Frédéric Precioso, Bogdan Matuszewski, Mark Murphy. Confocal Microscopy Segmentation Using Active Contour Based on Alpha-Divergence. IEEE ICIP 2011, Sep 2011, Bruxelles, Belgium. pp. 3077-3080. ⟨hal-00592551⟩

yan Zhang, Bogdan Matuszewski, Aymeric Histace, Frédéric Precioso. Statistical Shape Model of Legendre Moments with Active Contour Evolution for Shape Detection and Segmentation. Computer Analysis of Images and Patterns, Aug 2011, Sevilla, Spain. pp.51-58. ⟨hal-00624357⟩

Leila Meziou, Aymeric Histace, Frédéric Precioso, Bogdan Matuszewski. Alpha-divergences pour la segmentation par contours actifs basés histogramme : application à la segmentation d'images cellulaires en microscopie confocale tridimensionnelle. GRETSI'11, Sep 2011, Bordeaux, France. ⟨hal-00594897⟩

Bertrand Delezoide, Frédéric Precioso, Philippe-Henri Gosselin, Miriam Redi, Bernard Merialdo, et al.. IRIM at TRECVID 2011: Semantic Indexing and Instance Search. TRECVID 2011 - TREC Video Retrieval Evaluation Online, Nov 2011, Gaithersburg, MD, United States. 12p. ⟨hal-00677651⟩

Leila Meziou, Aymeric Histace, Frédéric Precioso, Bogdan Matuszewski. MRI segmentation using histogram based active contour method: application to prostate MR image analysis. CARS 2011 - 25th International Congress and Exhibition on Computer Assisted Radiology and Surgery, Jun 2011, Berlin, Germany. pp.S50-S51. ⟨hal-00567121⟩

Alexis Lechervy, Philippe-Henri Gosselin, Frédéric Precioso. Boosting actif pour la recherche interactive d'images. Reconnaissance des Formes et Intelligence Artificielle, Jan 2010, France. pp.1. ⟨hal-00520319⟩

yan Zhang, Bogdan Matuszewski, Aymeric Histace, Frédéric Precioso, J. Killgalon, et al.. Boundary Delineation in Prostate Imaging using Active Contour Segmentation Method with Interactively Defined Object Regions. MICCAI (Workshop on Prostate Cancer Imaging), Sep 2010, Beijing, China. pp.131-142. ⟨hal-00527645⟩

David Gorisse, Frédéric Precioso, Philippe-Henri Gosselin, Lionel Granjon, Denis Pellerin, et al.. IRIM at TRECVID 2010: Semantic Indexing and Instance Search. TRECVID 2010 - TREC Video Retrieval Evaluation workshop, Nov 2010, Gaithersburg, MD, United States. ⟨hal-00591099⟩

Mourad Boufarguine, Malek Baklouti, Frédéric Precioso, Vincent Guitteny. Virtu4D: a Real-time Virtualization of Reality. International Symposium on 3D Data Processing Visualization and Transmission (3DPVT '10), May 2010, Paris, France. 8 p. ⟨hal-00773570⟩

Alexis Lechervy, Philippe-Henri Gosselin, Frédéric Precioso. Active Boosting for interactive object retrieval.. International Conference on Pattern Recognition, Aug 2010, Turkey. pp.1. ⟨hal-00520294⟩

David Gorisse, Frédéric Precioso, Philippe Gosselin, Lionel Granjon, Denis Pellerin, et al.. IRIM at TRECVID 2010: High Level Feature Extraction and Instance Search. TREC Video Retrieval Evaluation workshop, 2010, Gaithersburg, MD, United States. ⟨hal-00953839⟩

Shuji Zhao, Frédéric Precioso, Matthieu Cord. STTK-based Video Object Recognition. ICIP 2010 - 17th IEEE International Conference on Image Processing, Sep 2010, Hong-Kong, Hong Kong SAR China. pp.3873-3876, ⟨10.1109/ICIP.2010.5651177⟩. ⟨hal-00773037⟩

David Gorisse, Matthieu Cord, Frédéric Precioso. Scalable active learning strategy for object category retrieval. ICIP 2010 - 17th IEEE International Conference on Image Processing, Sep 2010, Hong-Kong, Hong Kong SAR China. pp.1013-1016, ⟨10.1109/ICIP.2010.5653635⟩. ⟨hal-00773563⟩

David Gorisse, Matthieu Cord, Frédéric Precioso. Optimization on active learning strategy for object category retrieval. 16th IEEE International Conference on Image Processing (ICIP 09), Nov 2009, Cairo, Egypt. pp.1873-1876, ⟨10.1109/ICIP.2009.5413554⟩. ⟨hal-00773561⟩

Jean-Emmanuel Haugeard, Sylvie Philipp-Foliguet, Frédéric Precioso. Windows and Facades Retrieval using Similarity on Graph of Contours. IEEE International Conference on Image Processing (ICIP 09), Nov 2009, Cairo, Egypt. ⟨hal-00536261⟩

Jean-Emmanuel Haugeard, Sylvie Philipp-Foliguet, Frédéric Precioso, Justine Lebrun. Extraction of Windows in facade using Kernel on Graph of Contours. 16th Scandinavian Conference on Image Analysis, Jun 2009, Oslo, Norway. pp.646--656. ⟨hal-00534841⟩

Marine Breuilly, Aymeric Histace, Christophe Portefaix, Bogdan Matuszewski, Frédéric Precioso. Segmentation des muscles oculomoteurs en IRM cérébro-orbitaire pour l'aide au diagnostic de l'exophtalmie. GRETSI'09, Sep 2009, Dijon, France. http://hdl.handle.net/2042/29110. ⟨hal-00475242⟩

Bertrand Delezoide, Hervé Le Borgne, Pierre-Alain Moëllic, David Gorisse, Frédéric Precioso, et al.. IRIM at TRECVID2009: High Level Feature Extraction. TRECVID 2009 - TREC Video Retrieval Evaluation, Nov 2009, Gaithersburg, MD, United States. ⟨hal-00468199⟩

Alexandre Devaux, Frédéric Precioso, Nicolas Paparoditis, Bertrand Cannelle. Accurate Face Detection for Privacy in Street-view Mapping Applications Combining Face Boosting, Body Boosting and Skin Tone Detectors. IAPR Conference on Machine Vision Applications (MVA), May 2009, Yokohama, Japan. 4 p. ⟨hal-00773566⟩

Shuji Zhao, Frédéric Precioso, Matthieu Cord. Spatio-temporal Tube Kernel for Actor Retrieval. 16th IEEE International Conference on Image Processing (ICIP 09), Nov 2009, Cairo, Egypt. pp.1885-1888, ⟨10.1109/ICIP.2009.5413540⟩. ⟨hal-00773044⟩

Shuji Zhao, Frédéric Precioso, Matthieu Cord, Sylvie Philipp-Foliguet. Actor retrieval system based on kernels on bags of bags. EUSIPCO 2008 - 16th European Signal Processing Conference, Aug 2008, Lausanne, Switzerland. pp.1-6. ⟨hal-00773073⟩

David Gorisse, Frédéric Precioso, Sylvie Philipp-Foliguet, Matthieu Cord. Summarization Scheme Based on Near-Duplicate Analysis. TVS 2008 - 2nd ACM TRECVid Video Summarization Workshop, Oct 2008, Vancouver, Canada. pp.50-54, ⟨10.1145/1463563.1463571⟩. ⟨hal-00773552⟩

Guillermo Cámara-Chávez, Frédéric Precioso, Matthieu Cord, Sylvie Philipp-Foliguet, Arnaldo de Albuquerque Araújo. An interactive video content-based retrieval system. International Conference on Systems, Signals and Image Processing, Jun 2008, Bratislava, Slovakia. pp.133-136, ⟨10.1109/IWSSIP.2008.4604385⟩. ⟨hal-01301582⟩

David Gorisse, Matthieu Cord, Frédéric Precioso, Sylvie Philipp-Foliguet. Fast Approximate Kernel-Based Similarity Search for Image Retrieval Task. ICPR 2008 - 19th International Conference on Pattern Recognition, Dec 2008, Tampa, Florida, United States. pp.1-4, ⟨10.1109/ICPR.2008.4761225⟩. ⟨hal-00773556⟩

Julien Gony, Matthieu Cord, Sylvie Philipp-Foliguet, Philippe-Henri Gosselin, Frédéric Precioso, et al.. RETIN: a smart interactive digital media retrieval system. ACM International Conference on Image and Video Retrieval, Jul 2007, Amsterdam, Netherlands. pp.93-96. ⟨hal-00753148⟩

Tianshu yang, Nicolas Pasquier, Frédéric Precioso. Semi-Supervised Consensus Clustering Based on Frequent Closed Itemsets. PhD Track of the IDA'2020 18th International Symposium on Intelligent Data Analysis (Track cancelled due to the COVID-19 pandemic), Apr 2020, Bodenseeforum, Germany. ⟨hal-02540836⟩

Jenny Benois-Pineau, Frédéric Precioso, Matthieu Cord. Visual Indexing and Retrieval. Springer, pp.115, 2012, 1461435870, 9781461435877. ⟨hal-00695914⟩

Laurent Vanni, Frédéric Precioso. Deep learning et description des textes. Architecture méthodologique. L’intelligence artificielle des textes, Champion, pp.15 - 72, 2021. ⟨hal-03230830⟩

Laurent Vanni, Marco Corneli, Dominique Longrée, Damon Mayaffre, Frédéric Precioso. Key Passages : From statistics to Deep Learning. Domenica Fioredistella Iezzi; Damon Mayaffre; Michelangelo Misuraca. Text Analytics. Advances and Challenges, Springer, pp.41-54, 2020, 978-3-030-52679-5. ⟨10.1007/978-3-030-52680-1_4⟩. ⟨hal-03099658⟩

yaowei Li, Frédéric Precioso, Chengyu Liu. Visualizing ECG Contribution into Convolutional Neural Network Classification. Feature Engineering and Computational Intelligence in ECG Monitoring, Springer Singapore, pp.157-174, 2020, ⟨10.1007/978-981-15-3824-7_9⟩. ⟨hal-03132410⟩

Sara Bevilacqua, Célia da Costa Pereira, Eric Guerci, Frédéric Precioso, Claudio Sartori. Analysing the Impact of Rationality on the Italian Electricity Market. Modeling Decisions for Artificial Intelligence (MDAI 2019), Lecture Notes in Computer Science book series, pp.236-247, 2019, ⟨10.1007/978-3-030-26773-5_21⟩. ⟨halshs-02348101⟩

Damon Mayaffre, Camille Bouzereau, Mélanie Ducoffe, Magali Guaresi, Frédéric Precioso, et al.. Les mots des candidats, de « allons » à « vertu ». Pascal Perrineau. Le vote disruptif. Les élections présidentielle et législatives de 2017, Presses SciencesPo, pp.129-152, 2017. ⟨hal-01635941⟩

Khalifa Djemal, Jean-Pierre Cocquerez, Frédéric Precioso. Visual Feature extraction and description. Benois-Pineau Jenny and Precioso Frédéric and Cord Matthieu. Visual Indexing and Retrieval, Springer, pp.5--20, 2012, ⟨10.1007/978-1-4614-3588-4_2⟩. ⟨hal-00765379⟩

Tianshu yang, Nicolas Pasquier, Frédéric Precioso, Antoine Hom, Laurent Dollé. Clustering Techniques for Revenue Accounting Error-Handling Automation. France, Patent n° : ID2326WW00. 2020. ⟨hal-02926737⟩

Gabriele Ciravegna, Frédéric Precioso, Marco Gori. Knowledge-driven Active Learning. 2022. ⟨hal-03527128⟩

Gianluigi Lopardo, Damien Garreau, Frédéric Precioso, Greger Ottosson. SMACE: A New Method for the Interpretability of Composite Decision Systems. 2022. ⟨hal-03527129⟩

Laurent Vanni, Marco Corneli, Damon Mayaffre, Frédéric Precioso. From text saliency to linguistic objects: learning linguistic interpretable markers with a multi-channels convolutional architecture. 2021. ⟨hal-03142170⟩

Atheer Al-Najdi, Nicolas Pasquier, Frédéric Precioso. MultiCons: Multiple Consensus Clustering Method Using Frequent Closed Pattern Mining. [Research Report] Laboratoire d'Informatique, Signaux et Systèmes de Sophia-Antipolis I3S - UMR7271 - UNS CNRS. 2015. ⟨hal-01245704⟩

Leila Meziou, Aymeric Histace, Frédéric Precioso. Alpha-divergences pour la segmentation d'images par contours actifs basés histogrammes : Application à l'analyse d'images médicales et biomédicales. 2012. ⟨hal-00732364⟩

Frédéric Precioso. Contours actifs paramétriques pour la segmentation
d'images et vidéos. Interface homme-machine [cs.HC]. Université Nice Sophia Antipolis, 2004. Français. ⟨tel-00327411⟩