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2020 – today
- 2024
[j19]Alessandro Betti, Gabriele Ciravegna, Marco Gori, Stefano Melacci, Kevin Mottin, Frédéric Precioso:
A new perspective on optimizers: leveraging moreau-yosida approximation in gradient-based learning. Intelligenza Artificiale 18(2): 301-311 (2024)- [j18]Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso:
Sparse and geometry-aware generalisation of the mutual information for joint discriminative clustering and feature selection. Stat. Comput. 34(5): 155 (2024) - [c96]Julie Tores, Lucile Sassatelli, Hui-Yin Wu, Clement Bergman, Lea Andolfi, Victor Ecrement, Frédéric Precioso, Thierry Devars, Magali Guaresi, Virginie Julliard, Sarah Lecossais:
Visual Objectification in Films: Towards a New AI Task for Video Interpretation. CVPR 2024: 10864-10874 - [c95]Célia D'Cruz, Jean-Marc Bereder, Frédéric Precioso, Michel Riveill:
Domain-Specific Long Text Classification from Sparse Relevant Information. ECAI 2024: 4003-4010 - [c94]Gianluigi Lopardo, Frédéric Precioso, Damien Garreau:
Attention Meets Post-hoc Interpretability: A Mathematical Perspective. ICML 2024 - [i25]Julie Tores, Lucile Sassatelli, Hui-Yin Wu, Clement Bergman, Lea Andolfi, Victor Ecrement, Frédéric Precioso, Thierry Devars, Magali Guaresi, Virginie Julliard, Sarah Lecossais:
Visual Objectification in Films: Towards a New AI Task for Video Interpretation. CoRR abs/2401.13296 (2024) - [i24]Gianluigi Lopardo, Frédéric Precioso, Damien Garreau:
Attention Meets Post-hoc Interpretability: A Mathematical Perspective. CoRR abs/2402.03485 (2024) - [i23]Louis Ohl, Pierre-Alexandre Mattei, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso:
Kernel KMeans clustering splits for end-to-end unsupervised decision trees. CoRR abs/2402.12232 (2024) - [i22]Sabyasachi Sahoo, Mostafa ElAraby, Jonas Ngnawé, Yann Pequignot, Frédéric Precioso, Christian Gagné
:
Layerwise Early Stopping for Test Time Adaptation. CoRR abs/2404.03784 (2024) - [i21]Jonas Ngnawé, Sabyasachi Sahoo, Yann Pequignot, Frédéric Precioso, Christian Gagné:
Detecting Brittle Decisions for Free: Leveraging Margin Consistency in Deep Robust Classifiers. CoRR abs/2406.18451 (2024) - [i20]Célia D'Cruz, Jean-Marc Bereder, Frédéric Precioso, Michel Riveill:
Domain-specific long text classification from sparse relevant information. CoRR abs/2408.13253 (2024) - 2023
- [j17]Fanny Simões, Charles Bouveyron, Frédéric Precioso:
DeepWILD: Wildlife Identification, Localisation and estimation on camera trap videos using Deep learning. Ecol. Informatics 75: 102095 (2023) - [c93]Alessandro Betti, Gabriele Ciravegna, Marco Gori, Stefano Melacci, Kevin Mottin, Frédéric Precioso:
Toward Novel Optimizers: A Moreau-Yosida View of Gradient-Based Learning. AI*IA 2023: 218-230 - [c92]Gianluigi Lopardo, Frédéric Precioso, Damien Garreau:
A Sea of Words: An In-Depth Analysis of Anchors for Text Data. AISTATS 2023: 4848-4879 - [c91]Rémy Sun, Diane Lingrand, Frédéric Precioso:
Exploring the Road Graph in Trajectory Forecasting for Autonomous Driving. ICCV (Workshops) 2023: 71-80 - [c90]Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Mateo Espinosa Zarlenga, Lucie Charlotte Magister, Alberto Tonda, Pietro Lio, Frédéric Precioso, Mateja Jamnik, Giuseppe Marra:
Interpretable Neural-Symbolic Concept Reasoning. ICML 2023: 1801-1825 - [c89]Baptiste Pouthier, Laurent Pilati, Giacomo Valenti, Charles Bouveyron, Frédéric Precioso:
Another Point of View on Visual Speech Recognition. INTERSPEECH 2023: 4089-4093 - [c88]Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Mateo Espinosa Zarlenga, Lucie Charlotte Magister, Alberto Tonda, Pietro Liò, Frédéric Precioso, Mateja Jamnik, Giuseppe Marra:
Interpretable Neural-Symbolic Concept Reasoning. NeSy 2023: 422-423 - [c87]Gabriele Ciravegna, Frédéric Precioso, Alessandro Betti, Kevin Mottin, Marco Gori:
Knowledge-Driven Active Learning. ECML/PKDD (1) 2023: 38-54 - [c86]Yann Brault, Yassine El Amraoui, Mireille Blay-Fornarino, Philippe Collet, Florent Jaillet, Frédéric Precioso:
Taming the Diversity of Computational Notebooks. SPLC (A) 2023: 27-33 - [i19]Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso:
Sparse GEMINI for Joint Discriminative Clustering and Feature Selection. CoRR abs/2302.03391 (2023) - [i18]Gianluigi Lopardo, Frédéric Precioso, Damien Garreau:
Understanding Post-hoc Explainers: The Case of Anchors. CoRR abs/2303.08806 (2023) - [i17]Pietro Barbiero, Gabriele Ciravegna, Francesco Giannini, Mateo Espinosa Zarlenga, Lucie Charlotte Magister, Alberto Tonda, Pietro Lio', Frédéric Precioso, Mateja Jamnik, Giuseppe Marra:
Interpretable Neural-Symbolic Concept Reasoning. CoRR abs/2304.14068 (2023) - [i16]Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron, Warith Harchaoui, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso:
Generalised Mutual Information: a Framework for Discriminative Clustering. CoRR abs/2309.02858 (2023) - [i15]Gianluigi Lopardo, Frédéric Precioso, Damien Garreau:
Faithful and Robust Local Interpretability for Textual Predictions. CoRR abs/2311.01605 (2023) - [i14]Rémy Sun, Li Yang, Diane Lingrand, Frédéric Precioso:
Mind the map! Accounting for existing map information when estimating online HDMaps from sensor data. CoRR abs/2311.10517 (2023) - 2022
- [j16]Anna Bobasheva, Fabien Gandon, Frédéric Precioso:
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 15(3): 40:1-40:23 (2022) - [j15]Tianshu Yang, Nicolas Pasquier, Frédéric Precioso:
Semi-supervised consensus clustering based on closed patterns. Knowl. Based Syst. 235: 107599 (2022) - [j14]Miguel Fabián Romero Rondón, Lucile Sassatelli, Ramon Aparicio-Pardo, Frédéric Precioso:
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. 44(9): 5681-5699 (2022) - [c85]Stefano D'Angelo, Frédéric Precioso, Fabien Gandon:
Revisiting Artistic Style Transfer for Data Augmentation in A Real-Case Scenario. ICIP 2022: 4178-4182 - [c84]Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron, Warith Harchaoui, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso:
Generalised Mutual Information for Discriminative Clustering. NeurIPS 2022 - [c83]Mateo Espinosa Zarlenga, Pietro Barbiero, Gabriele Ciravegna, Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Zohreh Shams, Frédéric Precioso, Stefano Melacci, Adrian Weller, Pietro Lió, Mateja Jamnik:
Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off. NeurIPS 2022 - [c82]Gianluigi Lopardo, Damien Garreau, Frédéric Precioso, Greger Ottosson:
SMACE: A New Method for the Interpretability of Composite Decision Systems. ECML/PKDD (1) 2022: 325-339 - [c81]Yassine El Amraoui, Mireille Blay-Fornarino, Philippe Collet, Frédéric Precioso, Julien Muller:
Evolvable SPL management with partial knowledge: an application to anomaly detection in time series. SPLC (A) 2022: 222-233 - [i13]Melissa Sanabria, Frédéric Precioso, Pierre-Alexandre Mattei, Thomas Menguy:
A Multi-stage deep architecture for summary generation of soccer videos. CoRR abs/2205.00694 (2022) - [i12]Gianluigi Lopardo, Damien Garreau, Frédéric Precioso:
A Sea of Words: An In-Depth Analysis of Anchors for Text Data. CoRR abs/2205.13789 (2022) - [i11]Mateo Espinosa Zarlenga, Pietro Barbiero, Gabriele Ciravegna, Giuseppe Marra, Francesco Giannini, Michelangelo Diligenti, Zohreh Shams, Frédéric Precioso, Stefano Melacci, Adrian Weller, Pietro Liò, Mateja Jamnik:
Concept Embedding Models. CoRR abs/2209.09056 (2022) - [i10]Louis Ohl, Pierre-Alexandre Mattei, Charles Bouveyron, Warith Harchaoui, Mickaël Leclercq, Arnaud Droit, Frédéric Precioso:
Generalised Mutual Information for Discriminative Clustering. CoRR abs/2210.06300 (2022) - 2021
- [c80]Baptiste Pouthier, Laurent Pilati, Leela K. Gudupudi, Charles Bouveyron, Frédéric Precioso:
Active Speaker Detection as a Multi-Objective Optimization with Uncertainty-Based Multimodal Fusion. Interspeech 2021: 2381-2385 - [i9]Baptiste Pouthier, Laurent Pilati, Leela K. Gudupudi, Charles Bouveyron, Frédéric Precioso:
Active Speaker Detection as a Multi-Objective Optimization with Uncertainty-based Multimodal Fusion. CoRR abs/2106.03821 (2021) - [i8]Gabriele Ciravegna, Frédéric Precioso, Marco Gori:
Knowledge-driven Active Learning. CoRR abs/2110.08265 (2021) - [i7]Gianluigi Lopardo, Damien Garreau, Frédéric Precioso, Greger Ottosson:
SMACE: A New Method for the Interpretability of Composite Decision Systems. CoRR abs/2111.08749 (2021) - 2020
- [c79]Tianshu Yang, Nicolas Pasquier, Antoine Hom, Laurent Dollé, Frédéric Precioso:
Semi-supervised Consensus Clustering Based on Frequent Closed Itemsets. CIKM 2020: 3341-3344 - [c78]Tianshu Yang, Nicolas Pasquier, Frédéric Precioso:
Ensemble Clustering based Semi-supervised Learning for Revenue Accounting Workflow Management. DATA 2020: 283-293 - [c77]Miguel Fabián Romero Rondón, Lucile Sassatelli, Ramon Aparicio-Pardo, Frédéric Precioso:
Track: a Multi-Modal Deep Architecture for Head Motion Prediction in 360° Videos. ICIP 2020: 2586-2590 - [c76]Melissa Sanabria, Frédéric Precioso, Thomas Menguy:
Hierarchical Multimodal Attention for Deep Video Summarization. ICPR 2020: 7977-7984 - [c75]Melissa Sanabria, Frédéric Precioso, Thomas Menguy:
Profiling Actions for Sport Video Summarization: An attention signal analysis. MMSP 2020: 1-6 - [c74]Miguel Fabián Romero Rondón, Lucile Sassatelli, Ramon Aparicio-Pardo, Frédéric Precioso:
A unified evaluation framework for head motion prediction methods in 360° videos. MMSys 2020: 279-284 - [c73]Miguel Fabián Romero Rondón, Lucile Sassatelli, Ramon Aparicio-Pardo, Frédéric Precioso:
User-Adaptive Rotational Snap-Cutting for Streamed 360º Videos. WICED@Eurographics/EuroVis 2020: 1-8 - [i6]Laurent Vanni, Marco Corneli, Damon Mayaffre, Frédéric Precioso:
From text saliency to linguistic objects: learning linguistic interpretable markers with a multi-channels convolutional architecture. CoRR abs/2004.03254 (2020)
2010 – 2019
- 2019
- [c72]Katy Blanc, Diane Lingrand, Antonio Paladini, Luca Coviello, Dane Mitrev, Emily Söhler, Leonardo Guzman, Frédéric Precioso:
Analysis of temporal alignment for Video Classification. FG 2019: 1-5 - [c71]Sara Bevilacqua, Célia da Costa Pereira, Eric Guerci, Frédéric Precioso, Claudio Sartori:
Analysing the Impact of Rationality on the Italian Electricity Market. MDAI 2019: 236-247 - [c70]Melissa Sanabria, Sherly, Frédéric Precioso, Thomas Menguy:
A Deep Architecture for Multimodal Summarization of Soccer Games. MMSports@MM 2019: 16-24 - [c69]Souad Chaabouni, Frédéric Precioso:
Impact of Saliency and Gaze Features on Visual Control: Gaze-Saliency Interest Estimator. ACM Multimedia 2019: 1367-1374 - [c68]Benjamin Benni, Mireille Blay-Fornarino, Sébastien Mosser, Frédéric Precioso, Günther Jungbluth:
When DevOps Meets Meta-Learning: A Portfolio to Rule them all. MoDELS (Companion) 2019: 605-612 - [c67]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: 235-250 - [c66]Edson Flórez, Frédéric Precioso, Romaric Pighetti, Michel Riveill:
Deep Learning for Identification of Adverse Drug Reaction Relations. SSPS 2019: 149-153 - [i5]Weilin Zhou, Frédéric Precioso:
Adaptive Bayesian Linear Regression for Automated Machine Learning. CoRR abs/1904.00577 (2019) - [i4]Miguel Fabián Romero Rondón, Lucile Sassatelli, Ramon Aparicio-Pardo, Frédéric Precioso:
Revisiting Deep Architectures for Head Motion Prediction in 360° Videos. CoRR abs/1911.11702 (2019) - 2018
- [c65]Laurent Vanni, Mélanie Ducoffe, Carlos Aguilar, Frédéric Precioso, Damon Mayaffre:
Textual Deconvolution Saliency (TDS) : a deep tool box for linguistic analysis. ACL (1) 2018: 548-557 - [c64]John Anderson García Henao, Frédéric Precioso, Pascal Staccini, Michel Riveill:
Parallel and Distributed Processing for Unsupervised Patient Phenotype Representation. CARLA 2018: 3-17 - [c63]Lirone Samoun, Thomas Fisichella, Diane Lingrand, Lucas Malleus, Frédéric Precioso:
An Interactive Content-Based 3D Shape Retrieval System for on-Site Cultural Heritage Analysis. ICIP 2018: 1043-1047 - [c62]Edson Flórez, Frédéric Precioso, Michel Riveill, Romaric Pighetti:
Named Entity Recognition using Neural Networks for Clinical Notes. Medication and Adverse Drug Event Detection 2018: 7-15 - [c61]Miguel Fabián Romero Rondón, Lucile Sassatelli, Frédéric Precioso, Ramon Aparicio-Pardo:
Foveated streaming of virtual reality videos. MMSys 2018: 494-497 - [i3]Melanie Ducoffe, Frédéric Precioso:
Adversarial Active Learning for Deep Networks: a Margin Based Approach. CoRR abs/1802.09841 (2018) - 2017
- [c60]Stéphanie Lopez, Arnaud Revel, Diane Lingrand, Frédéric Precioso:
Handling Noisy Labels in Gaze-Based CBIR System. ACIVS 2017: 396-405 - [c59]Mohamed Limam, Frédéric Precioso:
AF Detection and ECG Classification based on Convolutional Recurrent Neural Network. CinC 2017 - [c58]Katy Blanc, Diane Lingrand, Frédéric Precioso:
Singlets: Multi-resolution Motion Singularities for Soccer Video Abstraction. CVPR Workshops 2017: 66-75 - [c57]Melanie Ducoffe, Frédéric Precioso:
Active learning strategy for CNN combining batchwise Dropout and Query-By-Committee. ESANN 2017 - [c56]Lucas Malleus, Thomas Fisichella, Diane Lingrand, Frédéric Precioso, N. Gros, Y. Noutary, L. Robert, Lirone Samoun:
KPPF: Keypoint-Based Point-Pair-Feature for Scalable Automatic Global Registration of Large RGB-D Scans. ICCV Workshops 2017: 2495-2502 - 2016
- [j13]Atheer Al-Najdi, Nicolas Pasquier, Frédéric Precioso:
Using Closed Patterns to Solve the Consensus Clustering Problem. Int. J. Softw. Eng. Knowl. Eng. 26(9-10): 1379-1398 (2016) - [j12]Concetto Spampinato, Simone Palazzo, Pierre-Hugues Joalland, Sébastien Paris, Hervé Glotin, Katy Blanc, Diane Lingrand, Frédéric Precioso:
Fine-grained object recognition in underwater visual data. Multim. Tools Appl. 75(3): 1701-1720 (2016) - [c55]Stéphanie Lopez, Arnaud Revel, Diane Lingrand, Frédéric Precioso, V. Dusaucy, Alain Giboin:
Catching Relevance in One Glimpse: Food or Not Food? AVI 2016: 324-325 - [c54]Ameni Bouaziz, Célia da Costa Pereira, Christel Dartigues-Pallez, Frédéric Precioso:
Introducing Semantics in Short Text Classification. CICLing (2) 2016: 433-445 - [c53]Atheer Al-Najdi, Nicolas Pasquier, Frédéric Precioso:
Frequent Closed Patterns Based Multiple Consensus Clustering. ICAISC (2) 2016: 14-26 - [c52]A. Aly Halim, Christel Dartigues-Pallez, Frédéric Precioso, Michel Riveill, Abderrahim Benslimane, Salma A. Ghoneim:
Human action recognition based on 3D skeleton part-based pose estimation and temporal multi-resolution analysis. ICIP 2016: 3041-3045 - [c51]Atheer Al-Najdi, Nicolas Pasquier, Frédéric Precioso:
Multiple Consensuses Clustering by Iterative Merging/Splitting of Clustering Patterns. MLDM 2016: 790-804 - [c50]Cécile Camillieri, Luca Parisi, Mireille Blay-Fornarino, Frédéric Precioso, Michel Riveill, Joël Cancela Vaz:
Towards a Software Product Line for Machine Learning Workflows: Focus on Supporting Evolution. ME@MoDELS 2016: 65-70 - [c49]Ameni Bouaziz, Célia da Costa Pereira, Christel Dartigues-Pallez, Frédéric Precioso:
Interactive generic learning method (IGLM): a new approach to interactive short text classification. SAC 2016: 847-852 - [c48]Atheer Al-Najdi, Nicolas Pasquier, Frédéric Precioso:
Using Frequent Closed Pattern Mining to Solve a Consensus Clustering Problem. SEKE 2016: 454-461 - 2015
- [j11]Mitko Veta, Paul J. van Diest, Stefan M. Willems, Haibo Wang, Anant Madabhushi, Angel Cruz-Roa, Fabio A. González, Anders Boesen Lindbo Larsen, Jacob S. Vestergaard, Anders B. Dahl, Dan C. Ciresan, Jürgen Schmidhuber, Alessandro Giusti, Luca Maria Gambardella, Faik Boray Tek, Thomas Walter, Ching-Wei Wang, Satoshi Kondo, Bogdan J. Matuszewski, Frédéric Precioso, Violet Snell, Josef Kittler, Teófilo Emídio de Campos, Adnan Mujahid Khan, Nasir M. Rajpoot, Evdokia Arkoumani, Miangela M. Lacle, Max A. Viergever, Josien P. W. Pluim:
Assessment of algorithms for mitosis detection in breast cancer histopathology images. Medical Image Anal. 20(1): 237-248 (2015) - [c47]Stéphanie Lopez, Arnaud Revel, Diane Lingrand, Frédéric Precioso:
One gaze is worth ten thousand (key-)words. ICIP 2015: 3150-3154 - [c46]Xin Wang, Devinder Kumar, Nicolas Thome, Matthieu Cord, Frédéric Precioso:
Recipe recognition with large multimodal food dataset. ICME Workshops 2015: 1-6 - [c45]Romaric Pighetti, Denis Pallez, Frédéric Precioso:
Comparative Study of Recent Multimodal Evolutionary Algorithms. SSCI 2015: 837-844 - [c44]Romaric Pighetti, Denis Pallez, Frédéric Precioso:
Improving SVM Training Sample Selection Using Multi-Objective Evolutionary Algorithm and LSH. SSCI 2015: 1383-1390 - [i2]Melanie Ducoffe, Frédéric Precioso:
QBDC: Query by dropout committee for training deep supervised architecture. CoRR abs/1511.06412 (2015) - 2014
- [j10]Leila Meziou, Aymeric Histace, Frédéric Precioso, Olivier Romain, Xavier Dray, Bertrand Granado, Bogdan J. Matuszewski:
Computer-Assisted Segmentation of Videocapsule Images Using Alpha-Divergence-Based Active Contour in the Framework of Intestinal Pathologies Detection. Int. J. Biomed. Imaging 2014: 428583:1-428583:10 (2014) - [j9]Alexis Lechervy, Philippe Henri Gosselin, Frédéric Precioso:
Boosted kernel for image categorization. Multim. Tools Appl. 69(2): 471-490 (2014) - [c43]Mohamed Issolah, Diane Lingrand, Frédéric Precioso:
Plant Species Recognition using Bag-Of-Word with SVM Classifier in the Context of the LifeCLEF Challenge. CLEF (Working Notes) 2014: 738-746 - [c42]Katy Blanc, Diane Lingrand, Frédéric Precioso:
Fish Species Recognition from Video using SVM Classifier. CLEF (Working Notes) 2014: 778-784 - [c41]Ameni Bouaziz, Christel Dartigues-Pallez, Célia da Costa Pereira, Frédéric Precioso, Patrick Lloret:
Short Text Classification Using Semantic Random Forest. DaWaK 2014: 288-299 - [c40]Leila Meziou, Aymeric Histace, Frédéric Precioso:
Statistical region-based active contour using optimization of alpha-divergence family for image segmentation. ICIP 2014: 6066-6070 - [c39]Katy Blanc, Diane Lingrand, Frédéric Precioso:
Fish Species Recognition from Video using SVM Classifier. MAED@MM 2014: 1-6 - [i1]Mitko Veta, Paul J. van Diest, Stefan M. Willems, Haibo Wang, Anant Madabhushi, Angel Cruz-Roa, Fabio A. González, Anders Boesen Lindbo Larsen, Jacob S. Vestergaard, Anders B. Dahl, Dan C. Ciresan, Jürgen Schmidhuber, Alessandro Giusti, Luca Maria Gambardella, Faik Boray Tek, Thomas Walter, Ching-Wei Wang, Satoshi Kondo, Bogdan J. Matuszewski, Frédéric Precioso, Violet Snell, Josef Kittler, Teófilo Emídio de Campos, Adnan Mujahid Khan, Nasir M. Rajpoot, Evdokia Arkoumani, Miangela M. Lacle, Max A. Viergever, Josien P. W. Pluim:
Assessment of algorithms for mitosis detection in breast cancer histopathology images. CoRR abs/1411.5825 (2014) - 2013
- [j8]Yan Zhang, Bogdan J. Matuszewski, Aymeric Histace, Frédéric Precioso:
Statistical Model of Shape Moments with Active Contour Evolution for Shape Detection and Segmentation. J. Math. Imaging Vis. 47(1-2): 35-47 (2013) - [j7]Hortense A. Kirisli, Michiel Schaap, Coert Metz, A. S. Dharampal, W. B. Meijboom, S. L. Papadopoulou, A. Dedic, K. Nieman, Michiel A. de Graaf, M. F. L. Meijs, M. J. Cramer, Alexander Broersen, Suheyla Cetin, Abouzar Eslami, Leonardo Floréz-Valencia, Kuo-Lung Lor, Bogdan J. Matuszewski, Imen Melki, Brian Mohr, Ilkay Öksüz, Rahil Khurram Shahzad, Chunliang Wang, Pieter H. Kitslaar, Gözde B. Ünal, Amin Katouzian, Maciej Orkisz, Chung-Ming Chen, Frédéric Precioso, Laurent Najman, S. Masood, Devrim Ünay, Lucas J. van Vliet, Rodrigo Moreno, Roman Goldenberg, Erald Vuçini, Gabriel P. Krestin, Wiro J. Niessen, Theo van Walsum:
Standardized evaluation framework for evaluating coronary artery stenosis detection, stenosis quantification and lumen segmentation algorithms in computed tomography angiography. Medical Image Anal. 17(8): 859-876 (2013) - [c38]Mohamed Issolah, Diane Lingrand, Frédéric Precioso:
SIFT, BoW Architecture and one-against-all Support Vector Machine. CLEF (Working Notes) 2013 - 2012
- [j6]David Gorisse, Matthieu Cord, Frédéric Precioso:
Locality-Sensitive Hashing for Chi2 Distance. IEEE Trans. Pattern Anal. Mach. Intell. 34(2): 402-409 (2012) - [c37]Alexis Lechervy, Philippe Henri Gosselin, Frédéric Precioso:
Linear kernel combination using boosting. ESANN 2012 - [c36]Leila Meziou, Aymeric Histace, Frédéric Precioso:
Alpha-divergence maximization for statistical region-based active contour segmentation with non-parametric PDF estimations. ICASSP 2012: 861-864 - [c35]Alexis Lechervy, Philippe Henri Gosselin, Frédéric Precioso:
Boosting kernel combination for multi-class image categorization. ICIP 2012: 1893-1896 - [c34]Romaric Pighetti, Denis Pallez, Frédéric Precioso:
Hybdrid Content Based Image Retrieval combining multi-objective interactive genetic algorithm and SVM. ICPR 2012: 2849-2852 - [c33]Virgínia Fernandes Mota, Eder de Almeida Perez, Marcelo Bernardes Vieira, Luiz Maurilio Maciel, Frédéric Precioso, Philippe Henri Gosselin:
A Tensor Based on Optical Flow for Global Description of Motion in Videos. SIBGRAPI 2012: 298-301 - [c32]Leila Meziou, Aymeric Histace, Frédéric Precioso, Bogdan J. Matuszewski, Franck Carreiras:
3D Confocal Microscopy Data Analysis using Level-set Segmentation with Alpha Divergence Similarity Measure. VISAPP (1) 2012: 405-409 - 2011
- [j5]Shuji Zhao, Frédéric Precioso, Matthieu Cord:
Spatio-Temporal Tube data representation and Kernel design for SVM-based video object retrieval system. Multim. Tools Appl. 55(1): 105-125 (2011) - [j4]Philippe Henri Gosselin, Frédéric Precioso, Sylvie Philipp-Foliguet:
Incremental kernel learning for active image retrieval without global dictionaries. Pattern Recognit. 44(10-11): 2244-2254 (2011) - [j3]David Gorisse, Matthieu Cord, Frédéric Precioso:
SALSAS: Sub-linear active learning strategy with approximate k-NN search. Pattern Recognit. 44(10-11): 2343-2357 (2011) - [c31]Yan Zhang, Bogdan J. Matuszewski, Aymeric Histace, Frédéric Precioso:
Statistical Shape Model of Legendre Moments with Active Contour Evolution for Shape Detection and Segmentation. CAIP (1) 2011: 51-58 - [c30]Dalila Benboudjema, Frédéric Precioso:
Texture based Markovian modelling for image retrieval. Multimedia on Mobile Devices / Multimedia Content Access: Algorithms and Systems 2011: 78811E - [c29]Rodrigo Minetto, Nicolas Thome, Matthieu Cord, Jorge Stolfi, Frédéric Precioso, Jonathan Guyomard, Neucimar J. Leite:
Text detection and recognition in urban scenes. ICCV Workshops 2011: 227-234 - [c28]Frédéric Precioso, Matthieu Cord, David Gorisse, Nicolas Thome:
Efficient Bag-of-Feature kernel representation for image similarity search. ICIP 2011: 109-112 - [c27]Leila Meziou, Aymeric Histace, Frédéric Precioso, Bogdan J. Matuszewski, Mark F. Murphy:
Confocal microscopy segmentation using active contour based on (α)-divergence. ICIP 2011: 3077-3080 - [c26]Bogdan J. Matuszewski, Mark F. Murphy, David R. Burton, Tom E. Marchant, Christopher J. Moore, Aymeric Histace, Frédéric Precioso:
Segmentation of cellular structures in actin tagged fluorescence confocal microscopy images. ICIP 2011: 3081-3084 - [c25]Bertrand Delezoide, Frédéric Precioso, Philippe Henri Gosselin, Miriam Redi, Bernard Mérialdo, Lionel Granjon, Denis Pellerin, Michèle Rombaut, Hervé Jégou, Rémi Vieux, Boris Mansencal, Jenny Benois-Pineau, Stéphane Ayache, Bahjat Safadi, Franck Thollard, Georges Quénot, Hervé Bredin, Matthieu Cord, Alexandre Benoît, Patrick Lambert, Sabin Tiberius Strat, Joseph Razik, Sébastion Paris, Hervé Glotin:
IRIM at TRECVID 2011 : Semantic Indexing and Instance Search. TRECVID 2011 - 2010
- [c24]David Gorisse, Matthieu Cord, Frédéric Precioso:
Scalable active learning strategy for object category retrieval. ICIP 2010: 1013-1016 - [c23]Shuji Zhao, Frédéric Precioso, Matthieu Cord:
STTK-based video object recognition. ICIP 2010: 3873-3876 - [c22]Alexis Lechervy, Philippe Henri Gosselin, Frédéric Precioso:
Active Boosting for Interactive Object Retrieval. ICPR 2010: 3268-3271 - [c21]Yan Zhang, Bogdan J. Matuszewski, Aymeric Histace, Frédéric Precioso, Judith Kilgallon, Christopher J. Moore:
Boundary Delineation in Prostate Imaging Using Active Contour Segmentation Method with Interactively Defined Object Regions. Prostate Cancer Imaging 2010: 131-142 - [c20]David Gorisse, Frédéric Precioso, Philippe Henri Gosselin, Lionel Granjon, Denis Pellerin, Michèle Rombaut, Hervé Bredin, Lionel Koenig, Hélène Lachambre, Elie el Khoury, Rémi Vieux, Boris Mansencal, Yifan Zhou, Jenny Benois-Pineau, Hervé Jégou, Stéphane Ayache, Bahjat Safadi, Georges Quénot, Alexandre Benoît, Patrick Lambert:
IRIM at TRECVID 2010 : Semantic Indexing and Instance Search. TRECVID 2010
2000 – 2009
- 2009
- [c19]Jean-Emmanuel Haugeard, Sylvie Philipp-Foliguet, Frédéric Precioso:
Windows and facades retrieval using similarity on graph of contours. ICIP 2009: 269-272 - [c18]David Gorisse, Matthieu Cord, Frédéric Precioso:
Optimization on active learning strategy for object category retrieval. ICIP 2009: 1873-1876 - [c17]Shuji Zhao, Frédéric Precioso, Matthieu Cord:
Spatio-Temporal Tube Kernel for actor retrieval. ICIP 2009: 1885-1888 - [c16]Alexandre Devaux, Nicolas Paparoditis, Frédéric Precioso, Bertrand Cannelle:
Face Blurring for Privacy in Street-level Geoviewers Combining Face, Body and Skin Detectors. MVA 2009: 86-89 - [c15]Jean-Emmanuel Haugeard, Sylvie Philipp-Foliguet, Frédéric Precioso, Justine Lebrun:
Extraction of Windows in Facade Using Kernel on Graph of Contours. SCIA 2009: 646-656 - [c14]Bertrand Delezoide, Hervé Le Borgne, Pierre-Alain Moëllic, Frédéric Precioso, Philippe Gosselin, Feng Wang, Bernard Mérialdo, Lionel Granjon, Denis Pellerin, Michèle Rombaut, Hervé Bredin, Lionel Koenig, Hélène Lachambre, Elie el Khoury, Boris Mansencal, Jenny Benois-Pineau, Hervé Jégou, Stéphane Ayache, Bahjat Safadi, Georges Quénot, Jonathan Fabrizio, Matthieu Cord, Hervé Glotin, Zhongqiu Zhao, Emilie Dumont, Bertrand Augereau:
IRIM at TRECVID 2009 : High Level Feature Extraction. TRECVID 2009 - 2008
- [c13]Shuji Zhao, Frédéric Precioso, Matthieu Cord, Sylvie Philipp-Foliguet:
Actor retrieval system based on kernels on bags of bags. EUSIPCO 2008: 1-5 - [c12]David Gorisse, Matthieu Cord, Frédéric Precioso, Sylvie Philipp-Foliguet:
Fast approximate kernel-based similarity search for image retrieval task. ICPR 2008: 1-4 - [c11]David Gorisse, Frédéric Precioso, Sylvie Philipp-Foliguet, Matthieu Cord:
Summarization scheme based on near-duplicate analysis. TVS 2008: 50-54 - [c10]Georges Quénot, Jenny Benois-Pineau, Boris Mansencal, Eliana Rossi, Matthieu Cord, Frédéric Precioso, David Gorisse, Patrick Lambert, Bertrand Augereau, Lionel Granjon, Denis Pellerin, Michèle Rombaut, Stéphane Ayache:
Rushes summarization by IRIM consortium: redundancy removal and multi-feature fusion. TVS 2008: 80-84 - 2007
- [c9]Julien Gony, Matthieu Cord, Sylvie Philipp-Foliguet, Philippe Henri Gosselin, Frédéric Precioso, Michel Jordan:
RETIN: a smart interactive digital media retrieval system. CIVR 2007: 93-96 - 2006
- [c8]Guillermo Cámara Chávez, Matthieu Cord, Sylvie Philipp-Foliguet, Frédéric Precioso, Arnaldo de Albuquerque Araújo:
Robust scene cut detection by supervised learning. EUSIPCO 2006: 1-5 - [c7]Guillermo Cámara Chávez, Matthieu Cord, Frédéric Precioso, Sylvie Philipp-Foliguet, Arnaldo de Albuquerque Araújo:
Video Segmentation by Supervised Learning. SIBGRAPI 2006: 365-372 - [c6]Guillermo Cámara Chávez, Frédéric Precioso, Matthieu Cord, Sylvie Philipp-Foliguet, Arnaldo de Albuquerque Araújo:
Shot Boundary Detection at TRECVID 2006. TRECVID 2006 - 2005
- [j2]Frédéric Precioso, Michel Barlaud, Thierry Blu, Michael Unser:
Robust real-time segmentation of images and videos using a smooth-spline snake-based algorithm. IEEE Trans. Image Process. 14(7): 910-924 (2005) - [c5]Nikola Voisine, Stamatia Dasiopoulou, Frédéric Precioso, Vasileios Mezaris, Ioannis Kompatsiaris, Michael G. Strintzis:
A genetic algorithm-based approach to knowledge-assisted video analysis. ICIP (3) 2005: 441-444 - [c4]Thanos Athanasiadis, Vassilis Tzouvaras, Kosmas Petridis, Frédéric Precioso, Yannis Avrithis, Yiannis Kompatsiaris:
Using a Multimedia Ontology Infrastructure for Semantic Annotation of Multimedia Content. SemAnnot@ISWC 2005 - 2004
- [b1]Frédéric Precioso:
Contours actifs paramétriques pour la segmentationd'images et vidéos. (Parametric active contours for image and video segmentation). University of Nice Sophia Antipolis, France, 2004 - 2003
- [c3]Frédéric Precioso, Michel Barlaud, Thierry Blu, Michael Unser:
Smoothing B-spline active contour for fast and robust image and video segmentation. ICIP (1) 2003: 137-140 - 2002
- [j1]Frédéric Precioso, Michel Barlaud:
B-Spline Active Contour with Handling of Topology Changes for Fast Video Segmentation. EURASIP J. Adv. Signal Process. 2002(6): 555-560 (2002) - [c2]Frédéric Precioso, Michel Barlaud:
Regular spatial B-spline active contour for fast video segmentation. ICIP (2) 2002: 761-764 - 2001
- [c1]Frédéric Precioso, Michel Barlaud:
B-spline active contours for fast video segmentation. ICIP (2) 2001: 777-780
Coauthor Index
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