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COUSTATY Mickael


189 documents

Articles dans une revue42 document

  • Tri-Cong Pham, Mickaël Coustaty, Antoine Doucet, Aurélie Joseph, Vincent Poulain D’andecy. Deep metric learning for end-to-end document classification. Neurocomputing, 2025, 653, ⟨10.1016/j.neucom.2025.131241⟩. ⟨hal-05498972⟩
  • Tri-Cong Pham, Mickaël Coustaty, Aurélie Joseph, Gaspar Deloin, Vincent Poulain d'Andecy, et al.. Exemplar Sampling Algorithm for Instance Incremental Learning on Imbalanced Document Datasets. International Journal on Document Analysis and Recognition, 2025, ⟨10.1007/s10032-025-00549-3⟩. ⟨hal-05522462⟩
  • José Andrés, Casey Wall, Solène Tarride, Mickaël Coustaty, Alejandro Toselli, et al.. The PARES Database: Information Extraction over Historical Parish Records. International Journal on Document Analysis and Recognition, 2025, 28 (3), pp.377-389. ⟨10.1007/s10032-025-00531-z⟩. ⟨hal-05319085⟩
  • Marianna Chimienti, Akiko Kato, Vahid Seydi, Stefan Schoombie, Jefferson T Hinke, et al.. Reviewing seas of data: Integrating image‐based bio‐logging and artificial intelligence to enhance marine conservation. Methods in Ecology and Evolution, 2025, ⟨10.1111/2041-210x.70063⟩. ⟨hal-05206451⟩
  • Nadeem Iqbal Kajla, Malik Muhammad Saad Missen, Mickaël Coustaty, Hafiz Muhammad Sanaullah Badar, Maruf Pasha, et al.. A histogram-based approach to calculate graph similarity using graph neural networks. Pattern Recognition Letters, 2024, 186, pp.286-291. ⟨10.1016/j.patrec.2024.10.015⟩. ⟨hal-05321950⟩
  • Alexis Litvine, A Starzec, Rehmana Younis, Yannick Faula, Mickaël Coustaty, et al.. Built-up areas of nineteenth-century Britain. An integrated methodology for extracting high-resolution urban footprints from historical maps.. Historical Methods: A Journal of Quantitative and Interdisciplinary History, 2024, ⟨10.1080/01615440.2024.2324163⟩. ⟨hal-04579654⟩
  • Alexis Litvine, Arthur Starzec, Rehmana Younis, Yannick Faula, Mickaël Coustaty, et al.. Built-up areas of nineteenth-century Britain. An integrated methodology for extracting high-resolution urban footprints from historical maps.. Historical Methods: A Journal of Quantitative and Interdisciplinary History, 2024, 57 (1), pp.1-19. ⟨10.1080/01615440.2024.2324163⟩. ⟨hal-04678374⟩
  • Usman Malik, Muriel Visani, Nicolas Sidere, Mickaël Coustaty, Aurelie Joseph. Experimental study of rehearsal-based incremental classification of document streams. International Journal on Document Analysis and Recognition, 2024, 27, pp.629-653. ⟨10.1007/s10032-024-00467-w⟩. ⟨hal-04678360v2⟩
  • Nancy Girdhar, Mickaël Coustaty, Antoine Doucet. Digitizing History: Transitioning Historical Paper Documents to Digital Content for Information Retrieval and Mining—A Comprehensive Survey. IEEE Transactions on Computational Social Systems, 2024, pp.1 - 30. ⟨10.1109/TCSS.2024.3378419⟩. ⟨hal-04676753⟩
  • Musab Al-Ghadi, Tanmoy Mondal, Zuheng Ming, Petra Gomez-Krämer, Mickaël Coustaty, et al.. Identifying fraudulent identity documents by analyzing imprinted guilloche patterns. Multimedia Tools and Applications, 2024, ⟨10.1007/s11042-024-18611-3⟩. ⟨hal-04678378⟩
  • Petra Gomez-Krämer, Kais Rouis, Azise Oumar Diallo, Mickaël Coustaty. Printed and scanned document authentication using robust layout descriptor matching. Multimedia Tools and Applications, 2023, 83 (16), pp.47477-47502. ⟨10.1007/s11042-023-17021-1⟩. ⟨hal-04678363⟩
  • Joris Voerman, Ibrahim Souleiman Mahamoud, Mickaël Coustaty, Aurélie Joseph, Vincent Poulain D’andecy, et al.. Automatic classification of company’s document stream: Comparison of two solutions. Pattern Recognition Letters, 2023, 172, pp.181-187. ⟨10.1016/j.patrec.2023.06.012⟩. ⟨hal-04678432⟩
  • Souhail Bakkali, Zuheng Ming, Mickaël Coustaty, Marçal Rusiñol, Oriol Ramos Terrades. VLCDoC: Vision-Language contrastive pre-training model for cross-Modal document classification. Pattern Recognition, 2023, 139, pp.109419. ⟨10.1016/j.patcog.2023.109419⟩. ⟨hal-04678446⟩
  • Souhail Bakkali, Zuheng Ming, Mickaël Coustaty, Marçal Rusiñol, Oriol Ramos Terrades. VLCDoC: Vision-Language contrastive pre-training model for cross-Modal document classification. Pattern Recognition, 2023, 139, pp.109419. ⟨10.1016/j.patcog.2023.109419⟩. ⟨hal-04089308⟩
  • Rajat Sahay, Mickaël Coustaty. An Enhanced Prototypical Network Architecture for Few-Shot Handwritten Urdu Character Recognition. IEEE Access, 2023, 11, pp.33682-33696. ⟨10.1109/ACCESS.2023.3263721⟩. ⟨hal-04089337⟩
  • Ibrahim Souleiman Mahamoud, Mickaël Coustaty, Aurélie Joseph, Vincent Poulain d'Andecy, Jean-Marc Ogier. QAlayout: Question Answering Layout based on multimodal Attention for visual question answering on corporate Document. Acoustics Research Letters Online, 2022. ⟨hal-04089332⟩
  • Ahmed Hamdi, Elvys Linhares Pontes, Nicolas Sidère, Mickaël Coustaty, Antoine Doucet. In-Depth Analysis of the Impact of OCR Errors on Named Entity Recognition and Linking. Natural Language Engineering, 2022, 29 (2), pp.425-448. ⟨10.1017/S1351324922000110⟩. ⟨hal-03615997⟩
  • Thi Tuyet Hai Nguyen, Adam Jatowt, Mickael Coustaty, Antoine Doucet. Survey of Post-OCR Processing Approaches. ACM Computing Surveys, 2021, 54 (6), pp.1-37. ⟨10.1145/3453476⟩. ⟨hal-03320329⟩
  • Ibrahim Souleiman Mahamoud, Joris Voerman, Mickaël Coustaty, Aurélie Joseph, Vincent Poulain D’andecy, et al.. Multimodal Attention-Based Learning for Imbalanced Corporate Documents Classification. Lecture Notes in Computer Science, 2021, pp.223 - 237. ⟨10.1007/978-3-030-86334-0_15⟩. ⟨hal-04089269⟩
  • Ibrahim Souleiman Mahamoud, Joris Voerman, Mickaël Coustaty, Aurélie Joseph, Vincent Poulain D’andecy, et al.. Multimodal Attention-Based Learning for Imbalanced Corporate Documents Classification. Lecture Notes in Computer Science, 2021, Lecture Notes in Computer Science, 12823, pp.223 - 237. ⟨10.1007/978-3-030-86334-0_15⟩. ⟨hal-04089277⟩
  • Mujtaba Husnain, Shahzad Mumtaz, Mickaël Coustaty, Muzzamil Luqman, Jean-Marc Ogier, et al.. Urdu Handwritten Text Recognition: A Survey. IET Image Processing, 2020, ⟨10.1049/iet-ipr.2019.0401⟩. ⟨hal-02549485⟩
  • Malik Muhammad Saad Missen, Sajeeha Qureshi, Nadeem Salamat, Nadeem Akhtar, Hina Asmat, et al.. Scientometric analysis of social science and science disciplines in a developing nation: a case study of Pakistan in the last decade. Scientometrics, 2020, 123 (1), pp.113-142. ⟨10.1007/s11192-020-03379-8⟩. ⟨hal-02523048⟩
  • Malik Saad Missen, Amna Javed, Hina Asmat, Mariam Nosheen, Mickaël Coustaty, et al.. Systematic review and usability evaluation of writing mobile apps for children. New Review of Hypermedia and Multimedia, 2019, pp.1-24. ⟨10.1080/13614568.2019.1677787⟩. ⟨hal-02364828⟩
  • Nhu-Van Nguyen, Mickaël Coustaty, Jean-Marc Ogier. An adaptive document recognition system for lettrines. International Journal on Document Analysis and Recognition, 2019, ⟨10.1007/s10032-019-00346-9⟩. ⟨hal-02364856⟩
  • Quoc Bao Dang, Mickaël Coustaty, Muhammad Muzzamil Luqman, Jean-Marc Ogier. A comparison of local features for camera-based document image retrieval and spotting. International Journal on Document Analysis and Recognition, 2019, 22 (3), pp.247-263. ⟨10.1007/s10032-019-00329-w⟩. ⟨hal-02364798⟩
  • Mujtaba Husnain, Malik Muhammad Saad Missen, Shahzad Mumtaz, Muhammad Zeeshan Jhanidr, Mickaël Coustaty, et al.. Recognition of Urdu Handwritten Characters Using Convolutional Neural Network. Applied Sciences, 2019, 9 (13), pp.2758. ⟨10.3390/app9132758⟩. ⟨hal-02364892⟩
  • Mohammed Attik, Malik Muhammad Saad Missen, Mickaël Coustaty, Gyu Sang Choi, Fahd Saleh Alotaibi, et al.. OpinionML—Opinion Markup Language for Sentiment Representation. Symmetry, 2019, 11 (4), pp.545. ⟨10.3390/sym11040545⟩. ⟨hal-02364762⟩
  • Mujtaba Husnain, Malik Missen, Shahzad Mumtaz, Muhammad Muzzamil Luqman, Mickaël Coustaty, et al.. Visualization of High-Dimensional Data by Pairwise Fusion Matrices Using t-SNE. Symmetry, 2019, 11 (1), pp.107. ⟨10.3390/sym11010107⟩. ⟨hal-02364780⟩
  • Quoc Bao Dang, Mickal Coustaty, Muhammad Muzzamil Luqman, Jean Marc Ogier, Cao Dê Tran. New Spatial-Organization-Based Scale and Rotation Invariant Features for Heterogeneous-Content Camera-Based Document Image Retrieval. Pattern Recognition Letters, 2018, ⟨10.1016/j.patrec.2018.07.009⟩. ⟨hal-01838116⟩
  • Malik Saad Missen, Mickaël Coustaty, Nadeem Salamat, V. Prasath. SentiML ++: an extension of the SentiML sentiment annotation scheme. New Review of Hypermedia and Multimedia, 2018, 24 (1), pp.28 - 43. ⟨10.1080/13614568.2018.1448007⟩. ⟨hal-01838126⟩
  • Ramzi Chaieb, Karim Kalti, Muhammad Muzzamil Luqman, Mickaël Coustaty, Jean-Marc Ogier, et al.. Fuzzy generalized median graphs computation: Application to content-based document retrieval. Pattern Recognition, 2017, 72, pp.266-284. ⟨10.1016/j.patcog.2017.07.030⟩. ⟨hal-04091058⟩
  • Ramzi Chaieb, Karim Kalti, Muhammad Muzzamil Luqman, Mickaël Coustaty, Jean-Marc Ogier, et al.. Fuzzy generalized median graphs computation: Application to content-based document retrieval. Pattern Recognition, 2017, 72, pp.266 - 284. ⟨10.1016/j.patcog.2017.07.030⟩. ⟨hal-01838151⟩
  • Mickaël Coustaty, Norbert Tsopze, Alain Bouju, Karell Bertet, Georges Louis. Towards ontology-based retrieval of historical images. Applied Ontology, 2015, 10 (2), pp.147-167. ⟨10.3233/AO-150146⟩. ⟨hal-01247925⟩
  • Mickaël Coustaty, Tsopze Norbert, Bouju Alain, Karell Bertet, Georges Louis. Vers une réduction du fossé sémantique dans le traitement des images de documents anciens à base d’ontologies : Application aux lettrines. Revue des Nouvelles Technologies de l'Information, 2014, Fouille de Données et Humanités Numériques, RNTI-SHS-2, pp.141-168. ⟨hal-01247930⟩
  • Fabiana Carneiro Silva De Holanda, Gesil Sampaio Amarante Segundo, Mickaël Coustaty, Eric de Almeida Monteiro. Gestão de inovação: comparação de duas realidades distintas - universidade estadual de Santa Cruz (Ilhéus, Bahia) e universidade de La Rochelle (França). Revista GEINTEC, 2013, 1 (1), pp.276-289. ⟨10.7198/S2318-34032013001023⟩. ⟨hal-00916424⟩
  • Mickaël Coustaty, Norbert Tsopze, Karell Bertet, Alain Bouju, Georges Louis. Traitement des documents anciens à l'aide d'ontologie. Les Cahiers du numérique, 2013, 8, pp.91-118. ⟨10.3166/LCN.8.3.91-118⟩. ⟨hal-00915996⟩
  • Mickaël Coustaty, Rudolf Pareti, Nicole Vincent, Jean-Marc Ogier. Towards historical document indexing : extraction of drop cap letters. International Journal on Document Analysis and Recognition, 2011, 14 (3), pp.243-254. ⟨10.1007/s10032-011-0152-x⟩. ⟨hal-00916007⟩
  • Mickaël Coustaty, Karell Bertet, Muriel Visani, Jean-Marc Ogier. A New Adaptive Structural Signature for Symbol Recognition By Using a Galois Lattice as a Classifier. IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics, 2011, 41 (4), pp.1136 - 1148. ⟨10.1109/TSMCB.2011.2108646⟩. ⟨hal-00859320⟩
  • Mickaël Coustaty, Karell Bertet, Muriel Visani, Jean-Marc Ogier. A New Adaptive Structural Signature for Symbol Recognition by Using a Galois Lattice as a Classifier. IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews, 2011, 41 (4), pp.1136-1148. ⟨10.1109/TSMCB.2011.2108646⟩. ⟨hal-00716561⟩
  • Mickaël Coustaty, Stéphanie Guillas, Karell Bertet, Jean-Marc Ogier, Muriel Visani. Reconnaissance de symboles à partir d'une signature structurelle flexible et d'un classifieur de type treillis de Galois. Revue des Sciences et Technologies de l'Information - Série TSI : Technique et Science Informatiques, 2010, 29 (6), pp.665-690. ⟨10.3166/tsi.29.665-690⟩. ⟨hal-00525942⟩
  • Mickaël Coustaty, Stéphanie Guillas, Karell Bertet, Muriel Visani, Jean-Marc Ogier. Reconnaissance de symboles à partir d'une signature structurelle flexible et d'un classifieur de type treillis de Galois. Revue des Sciences et Technologies de l'Information - Série TSI : Technique et Science Informatiques, 2010, 29 (6), pp.1-26. ⟨hal-00716567⟩
  • Mickaël Coustaty, Stéphanie Guillas, Muriel Visani, Karell Bertet, Jean-Marc Ogier. Reconnaissance de symboles à partir d'une signature structurelle flexible et d'un classifieur de type treillis de Galois. Revue des Sciences et Technologies de l'Information - Série TSI : Technique et Science Informatiques, 2010, 29 (6), pp.665-690. ⟨10.3166/TSI.29.665-690⟩. ⟨hal-00859321⟩

Communications dans un congrès128 document

  • Eliott Thomas, Mickael Coustaty, Aurélie Joseph, Tri-Cong Pham, Gaspar Deloin, et al.. Zero-Shot Table Extraction in Business Documents: A Unified Benchmark with Error Taxonomy and Ecological Analysis. 2026 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Mar 2026, Tucson, France. pp.4974-4983, ⟨10.1109/WACV61042.2026.00483⟩. ⟨hal-05616023⟩
  • Marc-Alexis Azaïs, Jean-Loup Guillaume, Mickaël Coustaty. Is Word2Vec Dead for Topic Modeling? A Case Study on Hospitality Opinion Mining. The 29th International Conference on Theory and Practice of Digital Libraries, Sep 2025, Tempere, Finland. pp.110-123, ⟨10.1007/978-3-032-06136-2_11⟩. ⟨hal-05321938⟩
  • Vannkinh Nom, Saly Keo, Souhail Bakkali, Muhammad Muzzamil Luqman, Mickaël Coustaty, et al.. Cross-Lingual Learning for Low-Resource Khmer Scene Text Detection and Recognition. ICDAR 2025 Workshop on Documents Analysis of Low-resource Languages, Sep 2025, Wuhan, Hubei, China. ⟨hal-05191219⟩
  • Dipendra Sharma Kafle, Esma Talhi, Mickael Coustaty, Antoine Doucet. Expertise Finding: Domain Extraction from Documents using Fuzzy Clustering. International Conference on Document Analysis and Recognition (ICDAR), Sep 2025, Wuhan / Chine, China. pp.410-427, ⟨10.1007/978-3-032-04614-7_23⟩. ⟨hal-05339420⟩
  • Saly Keo, Vannkinh Nom, Souhail Bakkali, Muhammad Muzzamil Luqman, Mickaël Coustaty, et al.. Visual Text Generation in Khmer Language: Challenges and Trends with Diffusion Models. The 19th International Conference on Document Analysis and Recognition, Sep 2025, Wuhan China, China. ⟨hal-05178406v2⟩
  • Vannkinh Nom, Saly Keo, Souhail Bakkali, Muhammad Muzzamil Luqman, Mickaël Coustaty, et al.. WildKhmerST: A Comprehensive Dataset and Benchmark for Khmer Scene Text Detection and Recognition in the Wild. The 19th International Conference on Document Analysis and Recognition, Sep 2025, Wuhan, Hubei, China. ⟨hal-05120511⟩
  • Eliott Thomas, Mickaël Coustaty, Aurélie Joseph, Gaspar Deloin, Elodie Carel, et al.. QUEST: Quality-Aware Semi-supervised Table Extraction for Business Documents. ICDAR 2025, Sep 2025, Wuhan / Chine, China. pp.279-302, ⟨10.1007/978-3-032-04630-7_16⟩. ⟨hal-05329595⟩
  • Quentin Telnoff, Baglan Baitu, Mickaël Coustaty, Fabrice Crohas, Antoine Doucet. VisHubGAT: Visible Connectivity and Hub Nodes for Multimodal Entity Extraction. International Workshop on Graph-Based Representations in Pattern Recognition, Jun 2025, Caen (FR), France. pp.267-276, ⟨10.1007/978-3-031-94139-9_25⟩. ⟨hal-05518744⟩
  • Muhammad Farhan, Nadeem Iqbal Kajla, Malik Daler Ali Awan, Mickaël Coustaty, Muhammad Muzzamil Luqman, et al.. Fusion of GNN and GBDT Models for Graph and Node Classification. 14th IAPR-TC15 Workshop on Graph-based Representations in Pattern Recognition, Jun 2025, Caen, France. pp.167-178, ⟨10.1007/978-3-031-94139-9_16⟩. ⟨hal-05111226⟩
  • Musab Al-Ghadi, Joris Voerman, Souhail Bakkali, Mickaël Coustaty, Nicolas Sidere, et al.. IDTrust: Deep Identity Document Quality Detection with Bandpass Filtering. Winter Conference on Applications of Computer Vision (WACV) Workshops, Feb 2025, Tucson (AZ), United States. ⟨10.48550/arXiv.2403.00573⟩. ⟨hal-05321954⟩
  • Eliott Thomas, Mickael Coustaty, Aurélie Joseph, Gaspar Deloin, Elodie Carel, et al.. RAPTOR: Refined Approach for Product Table Object Recognition. Winter Conference on Applications of Computer Vision (WACV) Workshops, 2025, Feb 2025, Tucson (Arizona ), United States. pp.1243-1252, ⟨10.1109/WACVW65960.2025.00147⟩. ⟨hal-05043418⟩
  • Souhail Bakkali, Sanket Biswas, Zuheng Ming, Mickaël Coustaty, Marçal Mr Rusiñol, et al.. GlobalDoc: A Cross-Modal Vision-Language Framework for Real-World Document Image Retrieval and Classification. 2025 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), Feb 2025, Arizona, United States. ⟨hal-05491382⟩
  • Dipendra Sharma Kafle, Esma Talhi, Mickael Coustaty, Antoine Doucet. Topic Modeling for Expertise Finding using Fuzzy LDA-sBERT Clusters. The ACM/IEEE-CS Joint Conference on Digital Libraries (JCDL), Dec 2024, Hong Kong, Hong Kong SAR China. pp.1 - 3, ⟨10.1145/3677389.3702525⟩. ⟨hal-05339414⟩
  • Vannkinh Nom, Souhail Bakkali, Muhammad Muzzamil Luqman, Mickaël Coustaty, Jean-Marc Ogier. KhmerST: A Low-Resource Khmer Scene Text Detection and Recognition Benchmark. 17th Asian Conference on Computer Vision, Dec 2024, Haino, Vietnam. ⟨10.1007/978-981-96-0917-8_22⟩. ⟨hal-05140081⟩
  • Saly Keo, Mickaël Coustaty, Souhail Bakkali, Marçal Rossinyol. State-of-the-Art Khmer Text Recognition Using Deep Learning Models. ASEAN Conference on Emerging Technologies 2024, Nov 2024, PHNO PENH, Cambodia. ⟨hal-05157225⟩
  • Vannkinh Nom, Souhail Bakkali, Muhammad Muzzamil Luqman, Mickaël Coustaty, Jean-Marc Ogier. Evaluating the Impact of Khmer Font Types on Text Recognition. The ASEAN Conference on Emerging Technologies, Nov 2024, Phnom Penh, Cambodia. ⟨hal-05188567⟩
  • Wenjun Sun, Hanh Thi Hong Tran, Carlos-Emiliano González-Gallardo, Mickaël Coustaty, Antoine Doucet. LIAS: Layout Information-Based Article Separation in Historical Newspapers. The 28th International Conference on Theory and Practice of Digital Libraries, Sep 2024, LJUBLJANA, Slovenia. pp.256-272, ⟨10.1007/978-3-031-72437-4_15⟩. ⟨hal-04710048⟩
  • Wenjun Sun, Hanh Thi Hong Tran, Carlos-Emiliano González-Gallardo, Mickaël Coustaty, Antoine Doucet. LIT: Label-Informed Transformers on Token-Based Classification. The 28th International Conference on Theory and Practice of Digital Libraries, Sep 2024, LJUBLJANA, Slovenia. pp.144-158, ⟨10.1007/978-3-031-72437-4_9⟩. ⟨hal-04710036⟩
  • Nancy Girdhar, Deepak Sharma, Mickaël Coustaty, Antoine Doucet. Leveraging Transfer Learning for Article Segmentation in Historical Newspapers. The 28th International Conference on Theory and Practice of Digital Libraries, Sep 2024, Ljubljana, Slovenia. ⟨hal-04676213⟩
  • Wenjun Sun, Hanh Thi Hong Tran, Carlos-Emiliano González-Gallardo, Mickaël Coustaty, Antoine Doucet. Global-SEG: Text Semantic Segmentation Based on Global Semantic Pair Relations. ICDAR 2024, Aug 2024, Athens, Greece. pp.253-269, ⟨10.1007/978-3-031-70546-5_15⟩. ⟨hal-04695730⟩
  • Mouhamed Amine Bouchiha, Quentin Telnoff, Souhail Bakkali, Ronan Champagnat, Mourad Rabah, et al.. LLMChain: Blockchain-based Reputation System for Sharing and Evaluating Large Language Models. 48th IEEE International Conference on Computers, Software, and Applications (COMPSAC 2024), Jul 2024, Osaka, Japan. pp.439-448, ⟨10.1109/COMPSAC61105.2024.00067⟩. ⟨hal-04635760⟩
  • Nancy Girdhar, Mickaël Coustaty, Antoine Doucet. STRAS : Une approche à base de règles sémantiques et d'indices textuels pour la séparation des articles dans les journaux historiques ⋆. CORIA-RJCRI 2024 (COnférence en Recherche d’Information et Applications), Apr 2024, La Rochelle, France. ⟨hal-04676745⟩
  • Nancy Girdhar, Mickaël Coustaty, Antoine Doucet. Benchmarking du jeu de données NAS pour la séparation d'articles dans la presse ancienne ⋆. CORIA-RJCRI 2024 (COnférence en Recherche d’Information et Applications), Apr 2024, La Rochelle, France. ⟨hal-04676743⟩
  • Kais Rouis, Petra Gomez-Krämer, Mickaël Coustaty, Saddock Kébairi, Vincent Poulain D’andecy. Deep Discriminative Feature Learning for Document Image Manipulation Detection. 19th International Conference on Computer Vision Theory and Applications, Feb 2024, Rome, France. pp.567-574, ⟨10.5220/0012410800003660⟩. ⟨hal-04678388⟩
  • Guillaume Bernard, Casey Wall, Mélodie Boillet, Mickaël Coustaty, Christopher Kermorvant, et al.. Text Line Detection in Historical Index Tables: Evaluations on a New French PArish REcord Survey Dataset (PARES). The 25th International Conference on Asia-Pacific Digital Libraries, Hao-Ren KE (National Taiwan Normal University, Taiwan), Dec 2023, Taipei, Taiwan. ⟨hal-04207205v2⟩
  • Nancy Girdhar, Mickaël Coustaty, Antoine Doucet. Benchmarking NAS for Article Separation in Historical Newspapers. The 25th International Conference on Asia-Pacific Digital Libraries (ICADL 2023), Dec 2023, Tapei, Taiwan. pp.76-88, ⟨10.1007/978-981-99-8085-7_7⟩. ⟨hal-04676763⟩
  • Nancy Girdhar, Mickaël Coustaty, Antoine Doucet. STRAS: A Semantic Textual-Cues Leveraged Rule-Based Approach for Article Separation in Historical Newspapers. The 25th International Conference on Asia-Pacific Digital Libraries (ICADL 2023), Dec 2023, Tapei, Taiwan. pp.89-105, ⟨10.1007/978-981-99-8085-7_8⟩. ⟨hal-04676761⟩
  • Arthur Hemmer, Mickaël Coustaty, Nicola Bartolo, Jerome Brachat, Jean-Marc Ogier. Lazy-k Decoding: Constrained Decoding for Information Extraction. Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing, Dec 2023, Singapore, France. pp.6727-6736, ⟨10.18653/v1/2023.emnlp-main.416⟩. ⟨hal-04678395⟩
  • Musab Al-Ghadi, Zuheng Ming, Petra Gomez-Krämer, Jean-Christophe Burie, Mickaël Coustaty, et al.. Guilloche Detection for ID Authentication: A Dataset and Baselines. IEEE 25th International Workshop on Multimedia Signal Processing, Sep 2023, Poitiers, France. ⟨hal-04282909⟩
  • Štěpán Šimsa, Michal Uřičář, Milan Šulc, Yash Patel, Ahmed Hamdi, et al.. Overview of DocILE 2023: Document Information Localization and Extraction. CLEF 2023, Sep 2023, Thessaloniki, Greece. pp.276-293, ⟨10.1007/978-3-031-42448-9_21⟩. ⟨hal-04678403⟩
  • Štěpán Šimsa, Milan Šulc, Michal Uřičář, Yash Patel, Ahmed Hamdi, et al.. DocILE Benchmark for Document Information Localization and Extraction. ICDAR 2023, Aug 2023, San josé, CA,, United States. pp.147-166, ⟨10.1007/978-3-031-41679-8_9⟩. ⟨hal-04678414⟩
  • Eliott Thomas, Dipendra Sharma Kafle, Ibrahim Souleiman Mahamoud, Aurélie Joseph, Mickaël Coustaty, et al.. Extracting Key-Value Pairs in Business Documents. ICDAR 2023 Workshops, Aug 2023, San José (CA), United States. pp.32-46, ⟨10.1007/978-3-031-41501-2_3⟩. ⟨hal-04678419⟩
  • Dipendra Sharma Kafle, Eliott Thomas, Mickael Coustaty, Aurélie Joseph, Antoine Doucet, et al.. Subgraph-induced Extraction Technique for Information (SETI) from Administrative Documents. Document Analysis and Recognition - ICDAR 2023, Aug 2023, San José, CA, USA, United States. pp.108-122, ⟨10.1007/978-3-031-41501-2_8⟩. ⟨hal-05339398⟩
  • Jordy van Landeghem, Rubèn Tito, Łukasz Borchmann, Michał Pietruszka, Dawid Jurkiewicz, et al.. ICDAR 2023 Competition on Document UnderstanDing of Everything (DUDE). ICDAR 2023, Aug 2023, San josé, CA,, United States. pp.420-434, ⟨10.1007/978-3-031-41679-8_24⟩. ⟨hal-04678409⟩
  • Ibrahim Souleiman Mahamoud, Mickaël Coustaty, Aurélie Joseph, Vincent Poulain D’andecy, Jean-Marc Ogier. KAP: Pre-training Transformers for Corporate Documents Understanding. ICDAR 2023 Workshops, Aug 2023, San José (CA), United States. pp.65-79, ⟨10.1007/978-3-031-41501-2_5⟩. ⟨hal-04678422⟩
  • Tri-Cong Pham, Mickaël Coustaty, Aurélie Joseph, Vincent Poulain D’andecy, Muriel Visani, et al.. Incremental Learning and Ambiguity Rejection for Document Classification. Document Analysis and Recognition - ICDAR 2023 (ICDAR 2023), Aug 2023, San José (CA), United States. pp.18-35, ⟨10.1007/978-3-031-41734-4_2⟩. ⟨hal-04678406⟩
  • Dipendra Sharma Kafle, Eliott Thomas, Mickaël Coustaty, Aurélie Joseph, Antoine Doucet, et al.. Subgraph-Induced Extraction Technique for Information (SETI) from Administrative Documents. ICDAR 2023, Aug 2023, San José (CA), United States. pp.108-122, ⟨10.1007/978-3-031-41501-2_8⟩. ⟨hal-04678416⟩
  • Arthur Hemmer, Jérôme Brachat, Mickaël Coustaty, Jean-Marc Ogier. Estimating Post-OCR Denoising Complexity on Numerical Texts. Recent Challenges in Intelligent Information and Database Systems (ACIIDS 2023), Jul 2023, Phuket, Thailand. pp.67-79, ⟨10.1007/978-3-031-42430-4_6⟩. ⟨hal-04678438⟩
  • Noudéhouénou Lionel Jaderne Houssou, Jeanne Lallement, Mickaël Coustaty, Luc Béal. Comparing Marketing and Computer-Based Methods for Evaluating Online Reviews. ENTER 2023: Information and Communication Technologies in Tourism 2023, Jan 2023, Johannesbourg, South Africa. pp.261-266, ⟨10.1007/978-3-031-25752-0_28⟩. ⟨hal-04089375⟩
  • Noudéhouénou Lionel Jaderne Houssou, Jeanne Lallement, Mickael Coustaty, Luc Béal. Comparing Marketing and Computer-Based Methods for Evaluating Online Reviews. Information and Communication Technologies in Tourism 2023, International Federation for IT and Travel & Tourism (IFITT), Jan 2023, Johanesbourg, South Africa. pp.261-266, ⟨10.1007/978-3-031-25752-0_28⟩. ⟨hal-03962270⟩
  • Emanuela Boros, Gaël Lejeune, Mickaël Coustaty, Antoine Doucet. Adapting Transformers for Detecting Emergency Events on Social Media. 14th International Conference on Knowledge Discovery and Information Retrieval, Oct 2022, Valletta, Malta. pp.300-306, ⟨10.5220/0011559800003335⟩. ⟨hal-03861202⟩
  • Viviana Beltran, Mickaël Coustaty, Rosalba Agresta, Antoine Doucet. Weighting Sliding Tiles For Writer Identification in Handwritten Musical Scores. 2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Oct 2022, Prague, Czech Republic. pp.2814-2819, ⟨10.1109/SMC53654.2022.9945236⟩. ⟨hal-04089381⟩
  • Hai Thi Tuyet Nguyen, Adam Jatowt, Mickaël Coustaty, Antoine Doucet. ReadOCR: A Novel Dataset and Readability Assessment of OCRed Texts. IAPR International Workshop on Document Analysis Systems, May 2022, La Rochelle, France. pp.479-491, ⟨10.1007/978-3-031-06555-2_32⟩. ⟨hal-04089422⟩
  • Tuyet-Ngan Vo, Mickael Coustaty, Jean-Loup Guillaume, Thanh-Khoa Nguyen, de Cao Tran. Applying Segmented Images by Louvain Method into Content-Based Image Retrieval. International Conference on Context-Aware Systems and Applications, Oct 2021, Ho Chi Minh City, Vietnam. pp.77-90, ⟨10.1007/978-3-030-93179-7_7⟩. ⟨hal-04089326⟩
  • Ahmed Hamdi, Elodie Carel, Aurélie Joseph, Mickael Coustaty, Antoine Doucet. Information Extraction from Invoices. International Conference on Document Analysis and Recognition ICDAR 2021, Sep 2021, Lausanne, Switzerland. pp.699-714, ⟨10.1007/978-3-030-86331-9_45⟩. ⟨hal-03418385⟩
  • Kais Rouis, Petra Gomez-Krämer, Mickaël Coustaty. Local Geometry Analysis For Image Tampering Detection. 2020 IEEE International Conference on Image Processing (ICIP), Oct 2020, Abu Dhabi, United Arab Emirates. pp.2551-2555, ⟨10.1109/ICIP40778.2020.9190762⟩. ⟨hal-04947236⟩
  • Thi Tuyet Hai Nguyen, Adam Jatowt, Nhu-Van Nguyen, Mickaël Coustaty, Antoine Doucet. Neural Machine Translation with BERT for Post-OCR Error Detection and Correction. JCDL '20: The ACM/IEEE Joint Conference on Digital Libraries in 2020, Aug 2020, Virtual Event, China. pp.333-336, ⟨10.1145/3383583.3398605⟩. ⟨hal-03026937⟩
  • Tanmoy Mondal, Mickaël Coustaty, Petra Gomez-Krämer, Jean-Marc Ogier. Background Removal of French University Diplomas. DAS 2020 - 14th IAPR International Workshop on Document Analysis Systems, Jul 2020, Wuhan, China. pp.182-196, ⟨10.1007/978-3-030-57058-3_14⟩. ⟨hal-03030210⟩
  • Valentin Owczarek, Jordan Drapeau, Jean-Christophe Burie, Patrick Franco, Mickaël Coustaty, et al.. Classification of Phonetic Characters by Space-Filling Curves. 14th IAPR International workshop on Document Analysis Systems (DAS), Jul 2020, Wuhan, China. pp.89-100, ⟨10.1007/978-3-030-57058-3_7⟩. ⟨hal-02923691⟩
  • Esteban Frossard, Mickael Coustaty, Antoine Doucet, Adam Jatowt, Simon Hengchen. Dataset for Temporal Analysis of English-French Cognates. 12th Conference on Language Resources and Evaluation (LREC 2020), May 2020, Marseille, France. pp.855-859, ⟨10.5281/zenodo.3693650⟩. ⟨hal-03026957⟩
  • S. Aroua, J. Murphy, M. Rabah, K. Rouis, N. Sidère, et al.. Security and PrIvacy foR the Internet of Things: an overview of the project. 2019 IEEE International Conference on Systems, Man and Cybernetics (SMC), Oct 2019, Bari, Italy. pp.3993-3998, ⟨10.1109/SMC.2019.8914221⟩. ⟨hal-02518333⟩
  • Quoc Bao Dang, Kessi Louisa, Mickaël Coustaty, Muhammad Muzzamil Luqman, Jean-Marc Ogier. A Blind Document Image Watermarking Approach Based on Discrete Wavelet Transform and QR Code Embedding. 2019 International Conference on Document Analysis and Recognition Workshops (ICDARW), Sep 2019, Sydney, Australia. pp.1-6, ⟨10.1109/ICDARW.2019.70133⟩. ⟨hal-02364740⟩
  • Francisco Cruz, Mickaël Coustaty, Olivier Augereau, Koichi Kise, Nicholas Journet. An Interactive Recommendation System for 2nd Language Vocabulary Learning - Vocabulometer 2.0. 2019 International Conference on Document Analysis and Recognition Workshops (ICDARW), Sep 2019, Sydney, Australia. pp.28-32, ⟨10.1109/ICDARW.2019.20049⟩. ⟨hal-02364734⟩
  • Viviana Beltran, Nicholas Journet, Mickaël Coustaty, Antoine Doucet. Semantic Text Recognition via Visual Question Answering. 2019 International Conference on Document Analysis and Recognition Workshops (ICDARW), Sep 2019, Sydney, Australia. pp.97-102, ⟨10.1109/ICDARW.2019.40088⟩. ⟨hal-02364718⟩
  • Christophe Rigaud, Antoine Doucet, Mickaël Coustaty, Jean-Philippe Moreux. ICDAR 2019 Competition on Post-OCR Text Correction. 15th International Conference on Document Analysis and Recognition, Sep 2019, Sydney, Australia. pp.1588-1593. ⟨hal-02304334⟩
  • Tanmoy Mondal, Mickaël Coustaty, Petra Gomez-Krämer, Jean-Marc Ogier. Learning Free Document Image Binarization Based on Fast Fuzzy C-Means Clustering. 2019 International Conference on Document Analysis and Recognition (ICDAR), Sep 2019, Sydney, Australia. pp.1384-1389, ⟨10.1109/ICDAR.2019.00223⟩. ⟨hal-02555586⟩
  • Thi-Tuyet-Hai Nguyen, Adam Jatowt, Mickaël Coustaty, Nhu-Van Nguyen, Antoine Doucet. Post-OCR Error Detection by Generating Plausible Candidates. 2019 International Conference on Document Analysis and Recognition (ICDAR), Sep 2019, Sydney, Australia. pp.876-881, ⟨10.1109/ICDAR.2019.00145⟩. ⟨hal-02518252⟩
  • Jose G. Moreno, Elvys Linhares Pontes, Mickaël Coustaty, Antoine Doucet. TLR at BSNLP2019: A Multilingual Named Entity Recognition System. 7th Workshop on Balto-Slavic Natural Language Processing, Aug 2019, Florence, Italy. pp.83-88, ⟨10.18653/v1/W19-3711⟩. ⟨hal-02364839⟩
  • Audrey Ledoux, Ngoc Bich Dao, Paul Lahmi, Mickaël Coustaty. Alphanumeric Glyphs Transformation Based on Shape Morphing: Context of Text. 2019 Eighth International Conference on Emerging Security Technologies (EST), Jul 2019, Colchester, United Kingdom. pp.1-6, ⟨10.1109/EST.2019.8806219⟩. ⟨hal-02364753⟩
  • Thi-Tuyet-Hai Nguyen, Adam Jatowt, Mickaël Coustaty, Nhu-Van Nguyen, Antoine Doucet. Deep Statistical Analysis of OCR Errors for Effective Post-OCR Processing. 2019 ACM/IEEE Joint Conference on Digital Libraries (JCDL), Jun 2019, Champaign, France. pp.29-38, ⟨10.1109/jcdl.2019.00015⟩. ⟨hal-02519302⟩
  • Ahmed Hamdi, Axel Jean-Caurant, Nicolas Sidère, Mickaël Coustaty, Antoine Doucet. An Analysis of the Performance of Named Entity Recognition over OCRed Documents. 2019 ACM/IEEE Joint Conference on Digital Libraries (JCDL), Jun 2019, Champaign, United States. pp.333-334, ⟨10.1109/JCDL.2019.00057⟩. ⟨hal-02364693⟩
  • Thanh-Khoa Nguyen, Mickaël Coustaty, Jean-Loup Guillaume. A Combination of Histogram of Oriented Gradients and Color Features to Cooperate with Louvain Method based Image Segmentation. 14th International Conference on Computer Vision Theory and Applications, Feb 2019, Prague, France. pp.280-291, ⟨10.5220/0007389302800291⟩. ⟨hal-02363810⟩
  • Thanh-Khoa Nguyen, Mickaël Coustaty, Jean-Loup Guillaume. An Efficient Agglomerative Algorithm Cooperating with Louvain Method for Implementing Image Segmentation. Advanced Concepts for Intelligent Vision Systems (Acivs), Sep 2018, Poitiers, France. pp.150-162, ⟨10.1007/978-3-030-01449-0_13⟩. ⟨hal-02363805⟩
  • Mickaël Coustaty, Nicolas Sidère, Jean-Marc Ogier. Augmented Documents for Research Contact Management. 2018 IEEE 4th International Forum on Research and Technology for Society and Industry (RTSI), Sep 2018, Palermo, Italy. pp.1-6, ⟨10.1109/RTSI.2018.8548463⟩. ⟨hal-02364563⟩
  • Q.B. Dang, Mickaël Coustaty, M.M. Luqman, J.M. Ogier, C.D. Tran. SSKSRIF: Scale and Rotation Invariant Features Based on Spatial Space of Keypoints for Camera-Based Information Spotting. 2018 International Conference on Content-Based Multimedia Indexing (CBMI), Sep 2018, La Rochelle, France. pp.1-6, ⟨10.1109/CBMI.2018.8516532⟩. ⟨hal-02364680⟩
  • Thanh-Khoa Nguyen, Mickaël Coustaty, Jean-Loup Guillaume. A New Image Segmentation Approach Based on the Louvain Algorithm. 2018 International Conference on Content-Based Multimedia Indexing (CBMI), Sep 2018, La Rochelle, France. pp.1-6, ⟨10.1109/CBMI.2018.8516531⟩. ⟨hal-02363750⟩
  • Q.B. Dang, Mickaël Coustaty, M.M. Luqman, J.M. Ogier, C.D. Tran. A randomized hierarchical trees indexing approach for camera-based information spotting. 2018 24th International Conference on Pattern Recognition (ICPR), Aug 2018, Beijing, China. pp.3692-3697, ⟨10.1109/ICPR.2018.8546235⟩. ⟨hal-02364581⟩
  • Tanmoy Mondal, Mickaël Coustaty. Constrained and Parametric Dynamic Programming for Word Image Retrieval. 2018 16th International Conference on Frontiers in Handwriting Recognition (ICFHR), Aug 2018, Niagara Falls, United States. pp.327-332, ⟨10.1109/ICFHR-2018.2018.00064⟩. ⟨hal-02364654⟩
  • Jordan Drapeau, Thierry Géraud, Mickaël Coustaty, Joseph Chazalon, Jean-Christophe Burie, et al.. Extraction du contenu de cartes historiques à partir d’un arbre des composantes connexes. Symposium International Francophone sur l'Écrit et le Document, May 2018, Tours, France. ⟨hal-02890294⟩
  • Ahmed Hamdi, Mickaël Coustaty, Aurélie Joseph, Vincent Poulain d'Andecy, Antoine Doucet, et al.. Feature Selection for Document Flow Segmentation. 2018 13th IAPR International Workshop on Document Analysis Systems (DAS), Apr 2018, Vienna, Austria. pp.245-250, ⟨10.1109/DAS.2018.66⟩. ⟨hal-02364672⟩
  • Thi-Tuyet-Hai Nguyen, Antoine Doucet, Mickaël Coustaty. Enhancing Table of Contents Extraction by System Aggregation. The 14th IAPR International Conference on Document Analysis and Recognition (ICDAR2017), Nov 2017, Kyoto, Japan. pp.242-247, ⟨10.1109/ICDAR.2017.48⟩. ⟨hal-02568946⟩
  • Ahmed Hamdi, Joris Voerman, Mickaël Coustaty, Aurelie Joseph, Vincent Poulain d'Andecy, et al.. Machine Learning vs Deterministic Rule-Based System for Document Stream Segmentation. 2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR), Nov 2017, Kyoto, Japan. pp.77-82, ⟨10.1109/ICDAR.2017.332⟩. ⟨hal-03030194⟩
  • J Chazalon, Petra Gomez-Krämer, J.-C Burie, M Coustaty, S Eskenazi, et al.. SmartDoc 2017 Video Capture: Mobile Document Acquisition in Video Mode. International Workshop on Open Services and Tools for Document Analysis (ICDAR-OST), Nov 2017, Kyoto, Japan. pp.11-16, ⟨10.1109/ICDAR.2017.306⟩. ⟨hal-01900024⟩
  • Michaël Clément, Mickaël Coustaty, Camille Kurtz, Laurent Wendling. Local Enlacement Histograms for Historical Drop Caps Style Recognition. 2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR), Nov 2017, Kyoto, Japan. pp.299-304, ⟨10.1109/ICDAR.2017.57⟩. ⟨hal-01838156⟩
  • Jordan Drapeau, Thierry Géraud, Mickaël Coustaty, Joseph Chazalon, Jean-Christophe Burie, et al.. Extraction of ancient maps content by using trees of connected components. IAPR International Workshop on Graphics Recognition at ICDAR 2017, Nov 2017, Kyoto, Japan. ⟨10.1109/ICDAR.2017.249⟩. ⟨hal-01637824⟩
  • Francisco Cruz, Nicolas Sidère, Mickaël Coustaty, Vincent Poulain d'Andecy, Jean-Marc Ogier. Local Binary Patterns for Document Forgery Detection. 2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR), Nov 2017, Kyoto, Japan. pp.1223-1228, ⟨10.1109/ICDAR.2017.202⟩. ⟨hal-02895650⟩
  • Guillaume Chiron, Antoine Doucet, Mickaël Coustaty, Jean-Philippe Moreux. ICDAR2017 Competition on Post-OCR Text Correction. 2017 14th IAPR International Conference on Document Analysis and Recognition (ICDAR), Nov 2017, Kyoto, France. pp.1423-1428, ⟨10.1109/icdar.2017.232⟩. ⟨hal-03025499⟩
  • Nicolas Sidère, Francisco Cruz, Mickal Coustaty, Jean-Marc Ogier. A dataset for forgery detection and spotting in document images. 2017 Seventh International Conference on Emerging Security Technologies (EST), Sep 2017, Canterbury, United Kingdom. pp.26-31, ⟨10.1109/EST.2017.8090394⟩. ⟨hal-02895651⟩
  • Nicolas Sidère, Cyrille Suire, Mickaël Coustaty, Joseph Chazalon, Jean-Christophe Burie, et al.. TouchDoc: A Tool to Bridge the Gap between Physical and Digital Libraries. 2017 ACM/IEEE Joint Conference on Digital Libraries (JCDL), Jun 2017, Toronto, Canada. pp.1-2, ⟨10.1109/JCDL.2017.7991615⟩. ⟨hal-02889926⟩
  • Guillaume Chiron, Antoine Doucet, Mickaël Coustaty, Muriel Visani, Jean-Philippe Moreux. Impact of OCR errors on the use of digital libraries Towards a be er access to information. 2017 ACM/IEEE Joint Conference on Digital Libraries (JCDL), Jun 2017, Toronto, Canada. ⟨10.1109/JCDL.2017.7991582⟩. ⟨hal-03025508⟩
  • Guillaume Chiron, Jean-Philippe Moreux, Antoine Doucet, Mickaël Coustaty, Muriel Visani. Erreurs OCR et biais d'indexation : impact sur les usages. 17ème conférence Extraction et Gestion des Connaissances, Atelier Journalisme Computationnel, Jan 2017, Grenoble, France. pp.69-73. ⟨hal-01455763⟩
  • Q.B. Dang, M. Coustaty, M.M. Luqman, J.M. Ogier, C.D. Tran. Polygon-shape-based Scale and Rotation Invariant Features for camera-based document image retrieval. 2016 23rd International Conference on Pattern Recognition (ICPR), Dec 2016, Cancun, Mexico. pp.2434-2439, ⟨10.1109/ICPR.2016.7900001⟩. ⟨hal-03030185⟩
  • Jean-Christophe Burie, Mickaël Coustaty, Setiawan Hadi, Made Windu Antara Kesiman, Jean-Marc Ogier, et al.. ICFHR 2016 Competition on the Analysis of Handwritten Text in Images of Balinese Palm Leaf Manuscripts. 15th International Conference on Frontiers in Handwriting Recognition 2016, Oct 2016, Shenzhen, China. pp.596-601, ⟨10.1109/ICFHR.2016.107⟩. ⟨hal-01389856⟩
  • Quoc Bao Dang, Mickaël Coustaty, Muhammad Muzzamil Luqman, Silvia Gally, Paule-Annick Davoine, et al.. Camera-based document image spotting system for complex linguistic maps. IEEE SMC 2016 International Conference on Systems, Man, and Cybernetics, Oct 2016, Budapest, Hungary. pp.003246-003251, ⟨10.1109/SMC.2016.7844734⟩. ⟨hal-02889927⟩
  • Fayrouz Soualah-Alila, Mickaël Coustaty, Cyril Faucher, Rouaa Wannous. Projet TourinFlux : Apport des Technologies du Web Sémantique pour la Gestion des Données du Tourisme. 6ème édition du colloque pluridisciplinaire AsTRES: Association Tourisme Recherche et Enseignement Supérieur, Université de Bretagne occidentale, Jun 2016, Quimper, France. pp.12. ⟨hal-01282826⟩
  • Quoc Bao Dang, Marçal Mr Rusiñol, Mickaël Coustaty, Muhammad Muzzamil Luqman, de Tran Cao. Delaunay triangulation-based features for camera-based document image retrieval system. Document Analysis Systems, Apr 2016, Santorini, Greece. pp.1-6. ⟨hal-01320491⟩
  • Maroua Mehri, Pierre Héroux, Mickaël Coustaty, Petra Gomez-Krämer, Julien Lerouge, et al.. Reconnaissance et classification de lettrines à base des descripteurs de bas niveau et de représentation structurelle. Semaine du Document Numérique et de la Recherche d'Information (SDNRI 2016) - Colloque International Francophone sur l'Écrit et le Document (CIFED 2016), Mar 2016, Toulouse, France. pp.465-480. ⟨hal-01294406⟩
  • Fayrouz Soualah-Alila, Mickaël Coustaty, Nicolas Rempulski, Antoine Doucet. DataTourism : Designing an Architecture to Process Tourism Data. IFITT and ENTER 2016 Conferences, Feb 2016, Bilbao, Spain. pp.751-763. ⟨hal-01238379⟩
  • Fayrouz Soualah-Alila, Cyril Faucher, Frédéric Bertrand, Mickaël Coustaty, Antoine Doucet. Applying Semantic Web Technologies for Improving the Visibility of Tourism Data. ESAIR: Exploiting Semantic Annotations in Information Retrieval, CIKM '15 the 24th ACM International on Conference on Information and Knowledge Management, Oct 2015, Melbourne, Austria. pp.5-10, ⟨10.1145/2810133.2810137⟩. ⟨hal-01227585⟩
  • Jean-Christophe Burie, Joseph Chazalon, Mickaël Coustaty, Sébastien Eskenazi, Muhammad Muzzamil Luqman, et al.. ICDAR2015 Competition on Smartphone Document Capture and OCR (SmartDoc). International Conference on Document Analysis and Recognition (ICDAR 2015), Aug 2015, Nancy, France. pp.1161 - 1165. ⟨hal-01319909⟩
  • Quoc Bao Dang, Muhammad Muzzamil Luqman, Mickaël Coustaty, De Cao Tran, Jean-Marc Ogier. SRIF: Scale and Rotation Invariant Features for camera-based document image retrieval. International Conference on Document Analysis and Recognition, Aug 2015, Nancy, France. pp.601-605, ⟨10.1109/ICDAR.2015.7333832⟩. ⟨hal-01248778⟩
  • Quoc Bao Dang, Viet Phuong Le, Muhammad Muzzamil Luqman, Mickaël Coustaty, De Cao Tran, et al.. Camera-based document image retrieval system using local features - comparing SRIF with LLAH, SIFT, SURF and ORB. International Conference on Document Analysis and Recognition, Aug 2015, Nancy, France. pp.1211-1215, ⟨10.1109/ICDAR.2015.7333956⟩. ⟨hal-01248152⟩
  • Mickaël Coustaty, Jean-Marc Ogier. Graph matching versus bag of graph: a comparative study for lettrines recognition. 13th International Conference on Document Analysis and Recognition (ICDAR) 2015, Aug 2015, Tunis, Tunisia. pp.356-360, ⟨10.1109/ICDAR.2015.7333783⟩. ⟨hal-03030181⟩
  • Maroua Mehri, Petra Gomez-Krämer, Pierre Héroux, Mickaël Coustaty, Julien Lerouge, et al.. A bottom-up method using texture features and a graph-based representation for lettrine recognition and classification. International Conference on Document Analysis and Recognition (ICDAR), Aug 2015, Nancy, France. pp.226-230, ⟨10.1109/ICDAR.2015.7333757⟩. ⟨hal-01237207⟩
  • Jean-Christophe Burie, Joseph Chazalon, Mickaël Coustaty, Sébastien Eskenazi, Muhammad Muzzamil Luqman, et al.. Competition on Smartphone Document Capture and OCR (SmartDoc). International Conférence on Document Analysis and Recognition (ICDAR), Aug 2015, Nancy, France. ⟨hal-01226168⟩
  • Malik M. Saad Missen, Mohammed Attik, Mickaël Coustaty, Antoine Doucet, Cyril Faucher. SentiML++ : An Extension of the SentiML Sentiment Annotation Scheme. 12th European Semantic Web Conference (ESWC 2015) , May 2015, Portoroz, Slovenia. pp.91-96. ⟨hal-01290451⟩
  • Quoc Bao Dang, Muhammad Muzzamil Luqman, Mickaël Coustaty, Nibal Nayef, De Cao Tran, et al.. A multi-layer approach for camera-based complex map image retrieval and spotting system. Image Processing Theory, Tools and Applications (IPTA), 2014 4th International Conference on , Oct 2014, Paris, France. pp.1-6, ⟨10.1109/IPTA.2014.7001968⟩. ⟨hal-01247981⟩
  • Vortana Say, Mickaël Coustaty, Joseph Chazalon, Jean-Marc Ogier. Segmentation system and its evaluation for gray scale coin documents. 4th International Conference on Image Processing Theory, Tools and Applications (IPTA), 2014, Oct 2014, Paris, France. pp.1-6, ⟨10.1109/IPTA.2014.7001960⟩. ⟨hal-01247954⟩
  • Nhu-Van Nguyen, Mickaël Coustaty, Jean-Marc Ogier. Multi-modal and Cross-Modal for Lecture Videos Retrieval. Pattern Recognition (ICPR), 2014 22nd International Conference on , Aug 2014, Stockholm, Sweden. pp.2667 - 2672, ⟨10.1109/ICPR.2014.461⟩. ⟨hal-01247962⟩
  • Benjamin Duthil, Vincent Courboulay, Mickaël Coustaty, Jean-Marc Ogier. MAD : une plateforme mobile pour l'annotation de document vers la classification. CORIA-CIFED 2014, Mar 2014, Nancy, France. pp.223-238. ⟨hal-01247976⟩
  • Quoc Bao Dang, Muhammad Muzzamil Luqman, Mickaël Coustaty, Nibal Nayef, De Cao Tran, et al.. A multi-layer separation based system for camera-based complex map image retrieval. CORIA-CIFED 2014, Mar 2014, Nancy, France. pp.359-362. ⟨hal-01247983⟩
  • Benjamin Duthil, Mickaël Coustaty, Vincent Courboulay, Jean-Marc Ogier. Annotation sémantique de documents administratifs. Extraction et Gestion des Connaissances 2014, Jan 2014, Rennes, France. pp.47-52. ⟨hal-01247969⟩
  • Benjamin Duthil, Mickaël Coustaty, Vincent Courboulay, Jean-Marc Ogier. Visual Saliency and Terminology Extraction for Document Annotation. 13th ACM Symposium on Document Engineering (DocEng), Sep 2013, Florence, Italy. pp.103-106. ⟨hal-00853245⟩
  • Nhu-Van Nguyen, Mickaël Coustaty, Jean-Marc Ogier. Interactive Knowledge Learning for Ancient Images. International Conference on Document Analysis and Recognition, Aug 2013, Washington, United States. pp.300 - 304, ⟨10.1109/ICDAR.2013.67⟩. ⟨hal-01247950⟩
  • Nhu-Van Nguyen, Mickaël Coustaty, Alain Boucher, Jean-Marc Ogier. Interactive Knowledge Learning for Ancient Images. 2013 12th International Conference on Document Analysis and Recognition (ICDAR), Aug 2013, Washington, France. pp.300-304, ⟨10.1109/ICDAR.2013.67⟩. ⟨hal-02519308⟩
  • Benjamin Duthil, Mickaël Coustaty, Vincent Courboulay, Jean-Marc Ogier. Visual Saliency and Terminology Extraction for Document Classification. Graphic Recognition, Bart Lamiroy, Aug 2013, Bethlehem, PA, USA, United States. pp.96-108, ⟨10.1007/978-3-662-44854-0_8⟩. ⟨hal-01247935⟩
  • Mickaël Coustaty, Benjamin Duthil, Vincent Courboulay, Jean-Marc Ogier. Adaptative Saliency for Logo Spotting. Home Tenth IAPR International Workshop on Graphics Recognition - GREC 2013, Aug 2013, Lehigh University, Bethlehem, PA, USA, United States. ⟨hal-00853237⟩
  • Benjamin Duthil, Mickaël Coustaty, Vincent Courboulay, Jean-Marc Ogier. Visual saliency and terminology extraction for document classification. Tenth IAPR International Workshop on Graphics Recognition - GREC 2013, Aug 2013, Lehigh University, Bethlehem, PA, USA, United States. pp.47-52. ⟨hal-00853240⟩
  • Mickaël Coustaty, Surapong Uttama, Jean-Marc Ogier. Extraction of light and specific features for historical image indexing and matching. ICPR 2012, Nov 2012, Tsukuba, Japan. ⟨hal-00715891⟩
  • Mickaël Coustaty, Tsopze Norbert, Bouju Alain, Karell Bertet, Georges Louis, et al.. Ontologies et documents anciens: application aux images de lettrines. CIFED, Mar 2012, Bordeaux, France. pp.231-246. ⟨hal-00715366⟩
  • Surapong Uttama, Mickaël Coustaty, Jean-Marc Ogier. Feature Extraction for Historical Image Indexing and Matching. CIFED 2012, Mar 2012, Bordeaux, France. pp.247-254. ⟨hal-00715374⟩
  • Mickaël Coustaty, Alain Bouju, Georges Louis, Norbert Tsopze, Karell Bertet, et al.. Ontologies et relations spatiales dans une image : application aux images de lettrines. RFIA 2012 (Reconnaissance des Formes et Intelligence Artificielle), Jan 2012, Lyon, France. pp.978-2-9539515-2-3. ⟨hal-00660972⟩
  • Mickaël Coustaty, Alain Bouju, Karell Bertet, Georges Louis. Ontologies et relations spatiales dans une image : application aux images de lettrines. Atelier RTE (Raisonnement sur le temps et l'espace et applications en analyse et en interprétation d'images ou de vidéos) de la conférence RFIA (Reconnaissance des Formes et Intelligence Artificielle),, 2012, Lyon, France. ⟨hal-00716611⟩
  • Thi Thuong Huyen Nguyen, Mickaël Coustaty, Jean-Marc Ogier. Bags of Strokes Based Approach for Classification and Indexing of Drop Caps. ICDAR 2011, Sep 2011, Beijing, China. pp.349-353. ⟨hal-00715953⟩
  • Mickaël Coustaty, Jean-Marc Ogier. Discrimination of old document images using their style. Internation Conference on Document Analysis and Recognition 2011, Sep 2011, Beijing, China. pp.389 - 393. ⟨hal-00715946⟩
  • Mickaël Coustaty, Alain Bouju, Karell Bertet, Georges Louis. Using Ontologies to Reduce the Semantic Gap between Historians and Image Processing Algorithms. ICDAR 2011, Sep 2011, Beijing, China. pp.156-160. ⟨hal-00715378⟩
  • Mickaël Coustaty, Romain Raveaux, Jean-Marc Ogier. Historical document analysis: A review of French projects and open issues. EUSIPCO 2011, Aug 2011, Barcelona, Spain. pp.1445 - 1449. ⟨hal-01247944⟩
  • Mickaël Coustaty, Romain Raveaux, Jean-Marc Ogier. Historical Document Analysis : A Review of French Projects and Open Issues. EUSIPCO 2011, Aug 2011, Barcelona, Spain. ⟨hal-00916024⟩
  • Mickaël Coustaty, Alain Bouju, Karell Bertet, Georges Louis. Using ontologies to reduce the semantic gap between historians and image processing algorithms. IEEE 11th International Conference on Document Analysis and Recognition (ICDAR 2011), 2011, Beijing, China. pp.156-160. ⟨hal-00716613⟩
  • Salim Jouili, Mickaël Coustaty, Salvatore Tabbone, Jean-Marc Ogier. NAVIDOMASS: Structural-based approaches towards handling historical documents. 20th International Conference on Pattern Recognition - ICPR 2010, Aug 2010, Istanbul, Turkey. pp.946 - 949, ⟨10.1109/ICPR.2010.237⟩. ⟨inria-00526992⟩
  • Nguyen Giap, Mickaël Coustaty, Jean-Marc Ogier. Stroke feature extraction for lettrine indexing. International Conference on Image Processing Theory Tools and Applications, Jul 2010, Paris, France. pp.355-360, ⟨10.1109/IPTA.2010.5586747⟩. ⟨hal-00554434⟩
  • Mickaël Coustaty, Nguyen Giap, Jean-Marc Ogier. Extraction et caractérisation de traits dans les lettrines. Colloque International Francophone sur l'Ecrit et le Document (CIFED2010), Mar 2010, Sousse, Tunisie. pp.35-49. ⟨hal-00488343⟩
  • Mickaël Coustaty, Nguyen Giap, Vincent Courboulay, Jean-Marc Ogier. Approche complexe de l'analyse de documents anciens. Extraction et gestion des connaissances, Jan 2010, Hammamet, Tunisie. pp.597-608. ⟨hal-00454559⟩
  • Mickaël Coustaty, Jean-Marc Ogier, Rudolf Pareti, Nicole Vincent. Drop Caps Decomposition For Indexing - A New Letter Extraction Method. 10th International Conference on Document Analysis and Recognition, Jul 2009, Barcelona, Spain. pp.476-480, ⟨10.1109/ICDAR.2009.233⟩. ⟨hal-00435374⟩
  • Mickaël Coustaty, N. Sidère, Jean-Marc Ogier, Pierre Héroux, Jean-Yves Ramel, et al.. Content-Based Old Documents Indexing. Eight International Workshop on Graphics Recognition - GREC 2009, Jul 2009, La Rochelle, France. pp.217-223. ⟨hal-00382086⟩
  • Mickaël Coustaty, Sloven Dubois, Jean-Marc Ogier, Michel Menard. Information Extraction from Old Images of Documents for Indexing. Eighth International Workshop on Graphics Recognition - GREC 2009, Jul 2009, La Rochelle, France. pp.303-307. ⟨hal-00382082⟩
  • Mickaël Coustaty, Jean-Marc Ogier, Rudolf Pareti, Nicole Vincent. Extraction d'informations d'images de documents anciens. Congrès des jeunes chercheurs en vision par ordinateur, Jun 2009, Tregastel, France. ⟨hal-00435382⟩
  • Mickaël Coustaty, Stéphanie Guillas, Muriel Visani, Karell Bertet, Jean-Marc Ogier. Flexible structural signature for symbol recognition using a concept lattice classifier. Seventh IAPR International Workshop on Graphics Recognition (GREC'07), Sep 2007, Curitiba, Brésil. pp.n.a. ⟨hal-00361093⟩

Poster de conférence1 document

  • Guillaume Bernard, Casey Wall, Mickaël Coustaty, Antoine Doucet. Un corpus de tables de recensement historiques : publication, analyse et extraction de lignes. Symposium International Francophone sur l'Ecrit et le Document (SIFED 2023), Jun 2023, Paris, France. . ⟨hal-04113017⟩

Proceedings/Recueil des communications1 document

  • Mickaël Coustaty, Alicia Fornés. Document Analysis and Recognition – ICDAR 2023 Workshops. Document Analysis and Recognition – ICDAR 2023 Workshops, 14194, Springer Nature Switzerland, 2023, Lecture Notes in Computer Science, 978-3-031-41501-2. ⟨10.1007/978-3-031-41501-2⟩. ⟨hal-04678427⟩

Chapitres d'ouvrage15 document

  • Mujtaba Husnain, Malik Muhammad Saad Missen, Shahzad Mumtaz, Muhammad Muzzamil Luqman, Mickael Coustaty, et al.. A Novel Approach to Visualization of High-Dimensional Data by Pairwise Fusion Matrices Using t-SNE. Current Topics on Mathematics and Computer Science Vol. 2, Book Publisher International (a part of SCIENCEDOMAIN International), pp.89-108, 2021. ⟨hal-05135624⟩
  • Elvys Linhares Pontes, Luis Adrián Cabrera-Diego, Jose G. Moreno, Emanuela Boros, Elvys Linhares Pontes, et al.. Entity Linking for Historical Documents: Challenges and Solutions. 22nd International Conference on Asia-Pacific Digital Libraries, ICADL 2020, 12504, Springer, pp.215-231, 2020, Lecture Notes in Computer Science, 978-3-030-64452-9. ⟨10.1007/978-3-030-64452-9_19⟩. ⟨hal-03034492⟩
  • Viviana Beltrán, Mickaël Coustaty, Nicholas Journet, Juan Caicedo, Antoine Doucet. An extended evaluation of the impact of different modules in ST-VQA systems. ICPRAI: International Conference on Pattern Recognition and Artificial Intelligence, pp.562-574, 2020, ⟨10.1007/978-3-030-59830-3_49⟩. ⟨hal-03026917⟩
  • Ahmed Hamdi, Axel Jean-Caurant, Nicolas Sidère, Mickaël Coustaty, Antoine Doucet. Assessing and Minimizing the Impact of OCR Quality on Named Entity Recognition. Digital Libraries for Open Knowledge 24th International Conference on Theory and Practice of Digital Libraries, TPDL 2020, Lyon, France, August 25–27, 2020, Proceedings, pp.87-101, 2020, ⟨10.1007/978-3-030-54956-5_7⟩. ⟨hal-03026931⟩
  • Joris Voerman, Aurélie Joseph, Mickaël Coustaty, Vincent Poulain D’andecy, Jean-Marc Ogier. Evaluation of Neural Network Classification Systems on Document Stream. Document Analysis Systems14th IAPR International Workshop, DAS 2020, pp.262-276, 2020, ⟨10.1007/978-3-030-57058-3_19⟩. ⟨hal-03030211⟩
  • Thanh-Khoa Nguyen, Jean-Loup Guillaume, Mickaël Coustaty. An Enhanced Louvain Based Image Segmentation Approach Using Color Properties and Histogram of Oriented Gradients. VISIGRAPP 2019: Computer Vision, Imaging and Computer Graphics Theory and Applications, pp.543-565, 2020, ⟨10.1007/978-3-030-41590-7_23⟩. ⟨hal-02566593⟩
  • Julian Murphy, Gareth Howells, Klaus Mcdonald-Maier, Ghadfi Sami, Gilles Falquet, et al.. A Framework for Security and Privacy for the Internet of Things (SPIRIT). Security and Privacy in the Internet of Things: Challenges and Solutions, 27, IOS Press, pp.129-147, 2020, Ambient Intelligence and Smart Environments, 978-1-64368-053-8. ⟨10.3233/AISE200009⟩. ⟨hal-02553363⟩
  • Francisco Cruz, Nicolas Sidère, Mickaël Coustaty, Vincent Poulain d’andecy, Jean-Marc Ogier. Categorization of Document Image Tampering Techniques and How to Identify Them. Pattern Recognition and Information Forensics: ICPR 2018 International Workshops, CVAUI, IWCF, and MIPPSNA, Springer, pp.117-124, 2019, 978-3-030-05791-6. ⟨10.1007/978-3-030-05792-3_11⟩. ⟨hal-02364615⟩
  • Jordan Drapeau, Thierry Géraud, Mickaël Coustaty, Joseph Chazalon, Jean-Christophe Burie, et al.. Extraction of Ancient Map Contents Using Trees of Connected Components. GREC 2017: Graphics Recognition. Current Trends and Evolutions, pp.115-130, 2018, ⟨10.1007/978-3-030-02284-6_9⟩. ⟨hal-02566618⟩
  • Thi-Tuyet-Hai Nguyen, Mickaël Coustaty, Antoine Doucet, Adam Jatowt, Nhu-Van Nguyen. Adaptive Edit-Distance and Regression Approach for Post-OCR Text Correction. ICADL 2018: Maturity and Innovation in Digital Libraries, pp.278-289, 2018, ⟨10.1007/978-3-030-04257-8_29⟩. ⟨hal-02364664⟩
  • Mickaël Coustaty, Sloven Dubois, Ménard Michel, Jean-Marc Ogier. Ancient Documents Denoising and Decomposition Using Aujol and Chambolle Algorithm. Kwon and Ogier. Graphics Recognition. New Trends and Challenges, Springer, pp.15-24, 2013, LNCS, 978-3-642-36823-3. ⟨10.1007/978-3-642-36824-0_2⟩. ⟨hal-00916015⟩
  • Mickaël Coustaty, Vincent Courboulay, Jean-Marc Ogier. Analyzing Old Documents Using a Complex Approach: Application to Lettrines Indexing. Advances in Knowledge Discovery and Management.Volume 2 Series: Studies in Computational Intelligence,, Springer, pp.155-172, 2012. ⟨hal-00695585⟩
  • Mickaël Coustaty, Sloven Dubois, Jean-Marc Ogier, Michel Menard. Segmenting and Indexing Old Documents Using a Letter Extraction. Jean-Marc Ogier, Wenyin Liu, Josep Llados. Graphics Recognition. Achievements, Challenges, and Evolution, Springer Berlin / Heidelberg, pp.142-149, 2010, Lecture Notes in Computer Science - Volume 6020, ⟨10.1007/978-3-642-13728-0_13⟩. ⟨hal-00498379⟩
  • Mickaël Coustaty, Stéphanie Guillas, Muriel Visani, Karell Bertet, Jean-Marc Ogier. On the joint use of a Structural Signature and a Galois Lattice Classifier for Symbol Recognition. Liu Wenyin, Josep Llados, Jean-Marc Ogier. Graphics Recognition. Recent Advances and New Opportunities: 7th International Workshop, GREC 2007, Curitiba, Brazil, September 20-21, 2007, Selected Papers, Springer-Verlag, pp.61-70, 2008, LNCS - Volume 5046, ⟨10.1007/978-3-540-88188-9_7⟩. ⟨hal-00382077⟩
  • Mickaël Coustaty, Stéphanie Guillas, Muriel Visani, Karell Bertet, Jean-Marc Ogier. On the joint use of a Structural Signature and a Galois Lattice Classifier for Symbol Recognition. Graphics Recognition : Recent Advances and New Opportunities, Selected Papers from GREC 2007, Lecture Notes in Computer Science, pp.61-70, 2008. ⟨hal-00859326⟩

Pré-publications, Documents de travail1 document

  • Kylian Ronfleux-Corail, Guillaume Bernard, Mickaël Coustaty, Nicolas Sidère. DocQT: Improving Document Forgery Localization Robustness via Diverse JPEG Quantization Tables. 2026. ⟨hal-05625472v1⟩

Thèses1 document


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