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AVEIR 2007-2009
Automatic annotation and Visual concept Extraction for Image Retrieval
Next meeting
May 25th, 2010

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Publications:

Below, we list the publications generated in the framework of the AVEIR project [BIBTEX]:

    International Journal

  1. Zhong-Qiu Zhao, Hervé Glotin, Zhao Xie, Jun Gao, Xindong Wu,
    "Cooperative Sparse Representation in Two Opposite Directions for Semi-supervised Image Annotation",
    IEEE Transactions of Image Processing, 2012
    Themes: image annotation [DOI] [BIB]
  2. Zhong-Qiu Zhao, Jun Gao, Hervé Glotin, Xindong Wu,
    "A matrix modular neural network based on task decomposition with subspace division by adaptive affinity propagation clustering",
    Applied Mathematical Modelling, Vol. 34 Issue 12, p. 3884-3895, 2010
    Themes: diversity [DOI] [BIB]
  3. Zhong-Qiu Zhao, Hervé Glotin,
    "Diversifying Image Retrieval by Affinity Propagation Clustering on Visual Manifolds",
    IEEE Mutimedia Journal, Vol. 16 Num. 4, p. 34-43, IF=1.4, 2009
    Themes: diversity, manifold [DOI] [BIB]
  4. Thibault Napoléon, Hichem Sahbi,
    "From 2D Photography Silhouettes to 3D Object Retrieval: Contributions and Benchmarking",
    EURASIP Journal on Image and Video Processing, 2010
    Themes: object retrieval [BIB]
  5. Hichem Sahbi, Jean-Yves Audibert, Renaud Keriven,
    "Context-Dependent Kernels for Object Classification",
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2010
    Themes: object classification [BIB]
  6. David Buffoni, Sabrina Tollari, Patrick Gallinari,
    "A Learning to Rank framework applied to text-image retrieval",
    Multimedia Tools and Applications, 2011
    Themes: learning-to-rank [DOI] [BIB]

    International Conference

  7. Hichem Sahbi, Xi Li,
    "Context Based Support Vector Machines for Interconnected Image Annotation",
    Asian Conference on Computer Vision (ACCV), best paper, oral paper acceptance rate 4.7%, 2010
    Themes: SVM, image annotation [BIB]
  8. Hichem Sahbi, Xi Li,
    "Context Dependent SVMs for Interconnected Image Network Annotation",
    ACM Multimedia, 2010
    Themes: image annotation, SVM [BIB]
  9. Hichem Sahbi, Jean-Yves Audibert,
    "Network-Dependent Kernels for Image Ranking",
    IEEE International Conference of Image Processing (ICIP), 2010
    Themes: image ranking [BIB]
  10. Thibault Napoléon, Hichem Sahbi,
    "Sketch-driven mental 3D object retrieval",
    Electronic Imaging Conference (SPIE), 3D Image Processing (3DIP) and Applications, 2010
    Themes: object retrieval [BIB]
  11. Trong-Ton Pham, Philippe Mulhem, Loic Maisonnasse,
    "Spatial relationships in visual graph modeling for image categorization",
    ACM SIGIR Conference on Research and Development in Information Retrieval, pages 729-730, 2010
    Themes: graph, image annotation [DOI] [BIB]
  12. Sébastien Paris, Hervé Glotin,
    "PyramidalMulti-Level Features for the RobotVision@ICPR 2010 Challenge",
    Internationnal Conference on Pattern Recognition (ICPR), pp.2949-2952, 2010
    Themes: imageclefrobot [DOI] [PDF] [BIB]
  13. Hervé Glotin, Zhong-Qiu Zhao, Jun Gao, Xindong Wu,
    "A Matrix Modular SVM Robust to Imbalanced Dataset for Efficient Visual Concept Detections",
    ACM SIGMM Multimedia Information Retrieval, pages 333-338, 2010
    Themes: visual concept, SVM [DOI] [BIB]
  14. Thibault Napoléon, Hichem Sahbi,
    "Content-based 3D Object Retrieval using 2D Views",
    IEEE International Conference of Image Processing (ICIP), pages 1421--1424, 2009
    Themes: object retrieval [DOI] [BIB]
  15. Zhong-Qiu Zhao, Hervé Glotin, Jun Gao, Xindong Wu,
    "Multi-classes Semi-supervised Learning on Riemannian Manifolds",
    International Conference on Computational Intelligence and Natural Computing (CINC), pages 527-530, 2009
    Themes: visual concept, manifold [DOI] [BIB]
  16. Emmanuel Bruno, Nicolas Faessel, Hervé Glotin, Jacques Le_Maitre, Michel Scholl,
    "Indexing by permeability in block structured web pages",
    ACM Symposium on Document Engineering, pages 70-73, 2009
    Themes: [DOI] [BIB]
  17. Hervé Glotin, Zhong-Qiu Zhao, Stéphane Ayache,
    "Efficient Image Concept Indexing by Harmonic and Arithmetic Profiles Entropy",
    IEEE International Conference on Image Processing (ICIP2009), pages 277-280, 2009
    Themes: visual concept [DOI] [BIB]
  18. Trong-Ton Pham, Loic Maisonnasse, Philippe Mulhem, Eric Gaussier,
    "Visual Language Model For Scene Recognition",
    Singaporean French IPAL Symposium (SinFra), pages 76-85, 2009
    Themes: language model [DOI] [BIB]
  19. Sabrina Tollari, Marcin Detyniecki, Christophe Marsala, Ali Fakeri-Tabrizi, Massih-Reza Amini, Patrick Gallinari,
    "Exploiting Visual Concepts to Improve Text-Based Image Retrieval",
    European Conference on Information Retrieval (ECIR), LNCS 5478, pages 701-705, Toulouse, April 2009
    Themes: visual concept, imageclefphoto, imageclefvcdt, decision trees [DOI] [PDF] [BIB]
  20. Sabrina Tollari, Hervé Glotin,
    "Learning optimal visual features from web sampling in online image retrieval",
    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Las Vegas, USA, pages 1229-1232, March 2008
    Themes: visual feature, web [POSTER] [DOI] [BIB]

    Book Chapter

  21. Emilie Dumont, Hervé Glotin, Sébastien Paris, Zhong-Qiu Zhao,
    "A Fast Visual Word Frequency - Inverse Image Frequency for Detector of Rare Concepts",
    Multilingual Information Access Evaluation Vol. II Multimedia Experiments, LNCS 6242/2010, pages 299-306, 2010
    Themes: imageclefvcdt [DOI] [BIB]
  22. Emilie Dumont, Hervé Glotin, Zhong-Qiu Zhao,
    "A new Term Frequency-Inverse Image Frequency Multiscale Visual Concept Detector",
    Multilingual Information Access Evaluation Vol. II Multimedia Experiments: Proceedings of the 10th Workshop of the Cross-Language Evaluation Forum (CLEF 2009), Revised Selected Papers, 2010
    Themes: visual concept, imageclefvcdt [BIB]
  23. Hervé Glotin, Zhong-Qiu Zhao,
    "Visual Affinity Propagation Improves Sub-topics Diversity without Loss of Precision in Web Photo Retrieval",
    Evaluating Systems for Multilingual and Multimodal Information Access -- 9th Workshop of the Cross-Language Evaluation Forum, Revised Selected Papers, LNCS 5706/2009, pages 628-631, 2009
    Themes: imageclefphoto [DOI] [BIB]
  24. Hervé Glotin, Zhong-Qiu Zhao,
    "Enhancing Visual Concept Detection by a Novel Matrix Modular Scheme on SVM",
    Evaluating Systems for Multilingual and Multimodal Information Access -- 9th Workshop of the Cross-Language Evaluation Forum, Revised Selected Papers, LNCS 5706/2009, pages 640-643, 2009
    Themes: imageclefvcdt, SVM [DOI] [BIB]
  25. Loic Maisonnasse, Philippe Mulhem, Eric Gaussier, Jean-Pierre Chevallet,
    "LIG at ImageCLEF 2008",
    Evaluating Systems for Multilingual and Multimodal Information Access -- 9th Workshop of the Cross-Language Evaluation Forum, Revised Selected Papers, LNCS 5706/2009, pages 704-711, 2009
    Themes: imageclefphoto, language model [DOI] [BIB]
  26. Hichem Sahbi, Xi Li, Sabrina Tollari, Hervé Glotin, Philippe Mulhem, Ali Fakeri-Tabrizi, Zhao Zhong-Qiu, Patrick Gallinari,
    "Apprentissage automatique pour l'annotation d'images",
    Sémantique et multimodalité en analyse de l'information, pages 367-381, 2011
    Themes: automatic annotation [Book] [BIB]
  27. Ali Fakeri-Tabrizi, Sabrina Tollari, Nicolas Usunier, Patrick Gallinari,
    "Improving Image Annotation in Imbalanced Classification Problems with Ranking SVM",
    Multilingual Information Access Evaluation Vol. II Multimedia Experiments, LNCS 6242/2010, pages 291-294, 10th Workshop of the Cross-Language Evaluation Forum, CLEF 2009, Corfu, Greece, Revised Selected Papers 2010
    Themes: imageclefvcdt, SVM [DOI] [BIB]
  28. Sabrina Tollari, Philippe Mulhem, Marin Ferecatu, Hervé Glotin, Marcin Detyniecki, Patrick Gallinari, Hichem Sahbi, Zhong-Qiu Zhao,
    "A Comparative Study of Diversity Methods for Hybrid Text and Image Retrieval Approaches",
    Evaluating Systems for Multilingual and Multimodal Information Access, LNCS 5706/2009, pages 585-592, 9th Workshop of the Cross-Language Evaluation Forum, CLEF 2008: Aarhus, Denmark, Revised Selected Papers 2009
    Themes: imageclefphoto, diversity [DATA] [PDF] [DOI] [BIB]
  29. Sabrina Tollari, Marcin Detyniecki, Ali Fakeri-Tabrizi, Christophe Marsala, Massih-Reza Amini, Patrick Gallinari,
    "Using Visual Concepts and Fast Visual Diversity to Improve Image Retrieval",
    Evaluating Systems for Multilingual and Multimodal Information Access, LNCS 5706/2009, pages 577-584, 9th Workshop of the Cross-Language Evaluation Forum, CLEF 2008: Aarhus, Denmark, Revised Selected Papers 2009
    Themes: imageclefphoto, imageclefvcdt, diversity, decision trees [PDF] [DOI] [BIB]

    International Workshop

  30. Rami Al Batal, Philippe Mulhem, Yves Chiaramella,
    "Visual Phrases for automatic images annotation",
    International Workshop on Content-Based Multimedia Indexing (CBMI), pages 1-6, 2010
    Themes: image annotation [DOI] [BIB]
  31. Sabrina Tollari, Marcin Detyniecki, Ali Fakeri-Tabrizi, Massih-Reza Amini, Patrick Gallinari,
    "UPMC/LIP6 at ImageCLEFphoto 2008: on the exploitation of visual concepts (VCDT)",
    QUAERO/ImageCLEF Workshop on Multimedia Information Retrieval Evaluation, Aarhus, Denmark, September 2008
    Themes: imageclefphoto, imageclefvcdt [PPT] [BIB]

    Working Note

  32. Hichem Sahbi, Xi Li,
    "TELECOM ParisTech at ImageCLEF 2010 Photo Annotation Task: Combining Tags and Visual Features for Learning-Based Image Annotation",
    CLEF (Notebook Papers/LABs/Workshops), 2010
    Themes: imageclefvcdt [PDF] [BIB]
  33. Sébastien Paris, Hervé Glotin,
    "Linear SVM for new Pyramidal Multi-Level Visual only Concept Detection in CLEF 2010 Challenge",
    CLEF (Notebook Papers/LABs/Workshops), 2010
    Themes: imageclefvcdt, SVM [PDF] [BIB]
  34. Rami Al Batal, Philippe Mulhem,
    "MRIM-LIG at ImageCLEF 2010 Visual Concept Detection and Annotation Task",
    CLEF (Notebook Papers/LABs/Workshops), 2010
    Themes: imageclefvcdt [PDF] [BIB]
  35. Hervé Glotin, Zhong-Qiu Zhao, Emilie Dumont,
    "LSIS TREC VIDEO 2009 High Level Feature Retrieval using Compact Profile Entropy Descriptors",
    TRECVIDEO 2009 notebook, NIST ed., 8p., 2009
    Themes: visual concept, trecvid [PDF] [URL] [BIB]
  36. Hervé Glotin, Zhong-Qiu Zhao,
    "LSIS TREC VIDEO 2008 High Level Feature Shot Segmentation using Compact Profile Entropy and Affinity Propagation Clustering",
    TRECVIDEO 2008 notebook, 2009
    Themes: visual concept, trecvid [PDF] [URL] [BIB]
  37. Hervé Glotin, Zhong-Qiu Zhao, Emilie Dumont,
    "Fast LSIS Profile Entropy Features for Robot Visual Self-Localization",
    CLEF working notes 2009, 2009
    Themes: imageclefrobot [PDF] [BIB]
  38. Zhong-Qiu Zhao, Hervé Glotin, Emilie Dumont,
    "LSIS Scaled Photo Annotations - Discriminant Features SVM vs Visual Dictionary based on Image Frequency",
    CLEF working notes 2009, 2009
    Themes: imageclefvcdt, SVM [PDF] [BIB]
  39. Philippe Mulhem, Jean-Pierre Chevallet, Georges Quenot, Rami Al Batal,
    "MRIM-LIG at ImageCLEF2009 photo annotation",
    CLEF working notes 2009, 2009
    Themes: imageclefvcdt, imageclefphoto [PDF] [BIB]
  40. Marin Ferecatu, Hichem Sahbi,
    "TELECOM ParisTech at ImageClef 2009: Large Scale Visual Concept Detection and Annotation Task",
    CLEF working notes 2009, 2009
    Themes: imageclefvcdt [PDF] [BIB]
  41. Philippe Mulhem,
    "LIG at ImageCLEFphoto 2008",
    Working Notes for the CLEF 2008 workshop, 2008
    Themes: imageclefphoto, language model [PDF] [BIB]
  42. Hervé Glotin, Zhong-Qiu Zhao,
    "Affinity propagation promoting diversity in visuo-entropic and text features for Clef Photo retrieval 2008 campaign",
    Working Notes for the CLEF 2008 workshop, 2008
    Themes: imageclefphoto [PDF] [BIB]
  43. Marin Ferecatu, Hichem Sahbi,
    "TELECOM ParisTech at ImageClefphoto 2008: Bi-Modal Text and Image Retrieval with Diversity Enhancement",
    Working Notes for the CLEF 2008 workshop, 2008
    Themes: imageclefphoto [PDF] [BIB]
  44. Zhong-Qiu Zhao, Hervé Glotin,
    "Concept Content Based Wikipedia WEB Image Retrieval using CLEF VCDT 2008",
    Working Notes for the CLEF 2008 workshop, 2008
    Themes: imageclefwiki [PDF] [BIB]
  45. Hervé Glotin, Zhong-Qiu Zhao,
    "Profil Entropic visual Features for Visual Concept Detection in CLEF 2008 campaign",
    Working Notes for the CLEF 2008 workshop, 2008
    Themes: imageclefvcdt [PDF] [BIB]
  46. Ali Fakeri-Tabrizi, Sabrina Tollari, Nicolas Usunier, Patrick Gallinari,
    "UPMC/LIP6 at ImageCLEFannotation 2010",
    CLEF (Notebook Papers/LABs/Workshops), 2010
    Themes: imageclefvcdt [PDF] [BIB]
  47. Hervé Glotin, Ali Fakeri-Tabrizi, Philippe Mulhem, Marin Ferecatu, Zhong-Qiu Zhao, Sabrina Tollari, Georges Quenot, Hichem Sahbi, Emilie Dumont, Patrick Gallinari,
    "Comparison of Various AVEIR Visual Concept Detectors with an Index of Carefulness",
    CLEF working notes 2009, 2009
    Themes: imageclefvcdt [PDF] [BIB]
  48. Ali Fakeri-Tabrizi, Sabrina Tollari, Ludovic Denoyer, Patrick Gallinari,
    "UPMC/LIP6 at ImageCLEFannotation 2009: Large Scale Visual Concept Detection and Annotation",
    CLEF working notes 2009, 2009
    Themes: imageclefvcdt [PDF] [POSTER] [BOASTER] [BIB]
  49. Sabrina Tollari, Marcin Detyniecki, Marin Ferecatu, Hervé Glotin, Philippe Mulhem, Massih-Reza Amini, Ali Fakeri-Tabrizi, Patrick Gallinari, Hichem Sahbi, Zhong-Qiu Zhao,
    "Consortium AVEIR at ImageCLEFphoto 2008: on the fusion of runs",
    Working Notes for the CLEF 2008 workshop, 2008
    Themes: imageclefphoto [PDF] [BIB]
  50. Sabrina Tollari, Marcin Detyniecki, Ali Fakeri-Tabrizi, Massih-Reza Amini, Patrick Gallinari,
    "UPMC/LIP6 at ImageCLEFphoto 2008: on the exploitation of visual concepts (VCDT)",
    Working Notes for the CLEF 2008 workshop, 2008
    Themes: imageclefphoto [PDF] [POSTER] [BIB]
  51. Ali Fakeri-Tabrizi, Massih-Reza Amini, Sabrina Tollari, Patrick Gallinari,
    "UPMC/LIP6 at ImageCLEF's WikipediaMM: An Image-Annotation Model for an Image Search-Engine",
    Working Notes for the CLEF 2008 workshop, 2008
    Themes: imageclefwiki, language model [PDF] [BIB]

    National Journal

  52. Trong-Ton Pham, Loic Maisonnasse, Philippe Mulhem, Eric Gaussier,
    "Modèle de graphe et modèle de langue pour la reconnaissance de scènes visuelles",
    RSTI - Document Numérique - 13/2010. Recherche d'information, pages 211-227, 2010
    Themes: graph, visual concept [Journal] [Résumé] [BIB]
  53. Sabrina Tollari, Marcin Detyniecki, Ali Fakeri-Tabrizi, Christophe Marsala, Massih-Reza Amini, Patrick Gallinari,
    "Exploitation du contenu visuel pour améliorer la recherche textuelle d'images en ligne",
    RSTI - Document Numérique - 13/2010. Recherche d'information, pages 187-209, 2010
    Themes: imageclefphoto, imageclefvcdt, diversity [Journal] [abstract] [BIB]

    National Conference

  54. Trong-Ton Pham, Philippe Mulhem, Loic Maisonnasse,
    "Relations explicites entre différentes représentations d'image dans un modèle de graphe visuel",
    Actes de Conférence en Recherche d'Informations et Applications (CORIA'10), page 211-222, 2010
    Themes: graph [PDF] [BIB]
  55. Trong-Ton Pham, Loic Maisonnasse, Philippe Mulhem, Eric Gaussier,
    "Modèle de langue visuel pour la reconnaissance de scènes",
    Actes de Conférence en Recherche d'Informations et Applications (CORIA'09), Toulon, France, Mai 2009
    Themes: language model [PDF] [BIB]
  56. Sabrina Tollari, Marcin Detyniecki, Ali Fakeri-Tabrizi, Christophe Marsala, Massih-Reza Amini, Patrick Gallinari,
    "Utilisation de concepts visuels et de la diversité visuelle pour améliorer la recherche d'images",
    Actes de Conférence en Recherche d'Informations et Applications (CORIA'09), Toulon, France, Mai 2009
    Themes: imageclefphoto, imageclefvcdt, diversity [PDF] [PPT] [BIB]
  57. Sabrina Tollari, Hervé Glotin,
    "Recherche visuo-textuelle d'images sur le Web améliorée par sélection de la dimension",
    Actes de Conférence en Recherche d'Informations et Applications (CORIA'08), Tregastel, France, Mars 2008
    Themes: web [PDF] [PPT] [BIB]
  58. Sabrina Tollari, Hervé Glotin,
    "Designing Text and Content Based Web Image Retrieval with Online Approximated Feature Selection",
    Actes des Journées Bases de Données Avancées (BDA2008), Guilherand-Granges, France, Octobre 2008
    Themes: web [BIB]

    Master and PhD Thesis

  59. Ali Fakeri-Tabrizi,
    "Recherche d'images par combinaison d'attributs textuels-visuels par algorithme d'ordonnancement",
    Master Intelligence Artificielle et Décision, Université Pierre et Marie Curie - Paris 6, 12 September 2008
    Themes: imageclefwiki, language model [BIB]

Presentations

    International Oral Presentation

  1. Marcin Detyniecki, "UPMC/LIP6 at ImageCLEFphoto 2008: on the exploitation of visual concepts (VCDT)", QUAERO/ImageCLEF Workshop on Multimedia Information Retrieval Evaluation, Aarhus, Denmark, 16 September 2008 [PPT]
  2. Philippe Mulhem, "LIG Progresses Updates", Meeting MOSAIC, Singapour, March 2008

    International Poster Presentation

  3. Hervé Glotin and Zhong-Qiu Zhao, "Mid-level features in Photo and VCDT tasks", CLEF 2008 Workshop, Aarhus, Denmark, 18 September 2008
  4. Marcin Detyniecki, "UPMC/LIP6 at ImageCLEFphoto 2008: on the exploitation of visual concepts (VCDT)", CLEF 2008 Workshop, Aarhus, Denmark, 18 September 2008
  5. Marin Ferecatu, "TELECOM ParisTech at ImageCLEFphoto 2008: Bi-Modal Text and Image Retrieval with Diversity Enhancement", CLEF 2008 Workshop, Aarhus, Denmark, 18 September 2008
  6. Ali Fakeri-Tabrizi, "UPMC/LIP6 at ImageCLEFannotation 2009: Large Scale Visual Concept Detection and Annotation ", CLEF 2009 Workshop, Aarhus, Denmark, 1 October 2009 [POSTER] [BOASTER]

    National Oral Presentation

  7. Sabrina Tollari, "Annotation, indexation et recherche d'images par le texte et le contenu visuel", LORIA, Nancy, 26 June 2009 [PPT]
  8. Sabrina Tollari, "Automatic annotation and Visual concept Extraction for Image Retrieval", Journée "Données et Apprentissage Artificiel" du LIP6, Paris, 23 March 2009 [PDF]
[BIBTEX]
Publications by author:
All
Amini
Bloch
Campedel
Detyniecki
Dumont
Fakeri-Tabrizi
Ferecatu
Gallinari
Glotin
Kim
Le Maitre
Li
Maitre
Mulhem
Pham
Quenot
Sahbi
Tollari
Zhao
Publications by year:
All
2008
2009
2010
2011
2012
Publications by theme:
All
image annotation
diversity
manifold
SVM
image ranking
object retrieval
object classification
graph
visual concept
imageclefrobot
imageclefvcdt
trecvid
imageclefphoto
language model
imageclefwiki
automatic annotation
learning-to-rank
decision trees
visual feature
web
LTCI