Home | Research | Publications | Teaching francais

Publications

Some of the documents presented here are made available by some of their authors in order to contribute to the timely dissemination of the results of their research on a non-commercial basis. The copyright (together with other related rights) is retained by the authors and/or by the copyright owners, inspite the fact that the results of research are presented here in electronic form. Anyone copying any of these documents must adhere to all the terms and constraints of the copyright for that document. Notably, none of these documents can be made available elsewhere without the explicit permission of the copyright owner.

International journals

[DACB22]  Doubinsky, P., Audebert, N., Crucianu, M., Le Borgne, H. (2022) Multi-Attribute Balanced Sampling for Disentangled GAN Controls. Pattern Recognition Letters, 162: 56-62, 2022. [on HAL]
[BBCF20]  Besedin, A., Blanchart, P., Crucianu, M., Ferecatu, M. (2020) Deep Online Classification Using Pseudo-Generative Models. Computer Vision and Image Understanding, [controlled access]
[SFBC15b]  Stoian, A., Ferecatu, M., Benois-Pineau, J., Crucianu, M. (2015) Fast action localization in large scale video archives. IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), [controlled access]
[PBC09]  Poullot, S., Buisson, O., Crucianu, M. (2010) Scaling Content-Based Video Copy Detection to Very Large Databases, Multimedia Tools and Applications (CORE B), Vol. 47 (2): 279-306. [controlled access]
[CEOT08]  Crucianu, M., Estevez, D., Oria, V., Tarel, J.-Ph. (2008) Speeding Up Active Relevance Feedback with Approximate kNN Retrieval for Hyperplane Queries, International Journal of Imaging Systems and Technology, Special issue on Multimedia Information Retrieval, Vol. 18 (2-3): 150-159. [controlled access][preprint (pdf)]
[CTF08]  Crucianu, M., Tarel, J.-Ph., Ferecatu, M. (2008) An Exploration of Diversified User Strategies for Image Retrieval with Relevance Feedback, Journal of Visual Languages and Computing (CORE A), Vol. 19 (2008), pp. 629-636. [controlled access][HAL preprint (pdf)]
[GCB08]  Grira, N., Crucianu, M., Boujemaa, N. (2008) Active Semi-Supervised Fuzzy Clustering, Pattern Recognition (CORE A), Vol. 41, No 5 (May 2008), pp. 1851-1861. [controlled access]
[FBC08a]  Ferecatu, M., Boujemaa, N., Crucianu, M. (2008) Semantic interactive image retrieval combining visual and conceptual content description, ACM Multimedia Systems Journal (CORE A), Vol. 13, No 5-6 (February 2008), pp. 309-322. [controlled access][preprint (pdf)][bibtex]
[GCB06]  Grira, N., Crucianu, M., Boujemaa, N. (2006) Fuzzy Clustering with Pairwise Constraints for Knowledge-Driven Image Categorization, IEE Proceedings on Vision, Image and Signal Processing (CORE B), Volume 153, Issue 3, pp. 299-304. [pdf][obtain bibtex]

Book chapters

[CBC21] Le Cacheux, Y., Le Borgne, H. and Crucianu, M. (2021) Zero-shot Learning with Deep Neural Networks for Object Recognition. In: Benois-Pineau, J., Zemmari, A. (Eds.) Multi-faceted Deep Learning: Models and Data, Springer, 2021, ISBN 978-3-030-74477-9. [presentation]
[Cru12]  Crucianu, M. (2012) Scalability issues in visual information retrieval. In: J. Benois-Pineau, F. Precioso, M. Cord (Eds.) Visual indexing and retrieval. Springer Verlag, 2012, pp. 65-81, ISBN 978-1-4614-3587-7. [presentation]
[Cru08]  Crucianu, M. (2009) Image retrieval with relevance feedback. In: L. Liu, T. Özsu (Eds.) Encyclopedia of Databases: Multimedia Databases. Springer Verlag, 2009. [presentation][controlled access]
[FBC08b]  Ferecatu, M., Boujemaa, N., Crucianu, M. (2008) Interactive image retrieval using a hybrid visual and conceptual content representation. In: P. Maragos, A. Potamianos, P. Gros (Eds.) Multimodal Processing and Interaction: Audio, Video, Text. Springer Verlag, Series: Multimedia Systems and Applications, Vol. 33, pp. 1-20. [controlled access][presentation]

International conferences

[DAC24]  Doubinsky, P.; Audebert, N.; Crucianu, M. and Le Borgne, H. (2024) Semantic Generative Augmentations for Few-Shot Counting. WACV, 2023. [HAL]
[DAC23]  Doubinsky, P.; Audebert, N.; Crucianu, M. and Le Borgne, H. (2023) Wasserstein Loss for Semantic Editing in the Latent Space of GANs. 20th International Conference on Content-based Multimedia Indexing (CBMI), Orléans, France, 2023. [HAL]
[AFC23b]  Aissa, W.; Ferecatu, M. and Crucianu, M. (2023) Multimodal Representations for Teacher-Guided Compositional Visual Reasoning. Advanced Concepts for Intelligent Vision Systems, 21st International Conference (ACIVS 2023), Kumamoto, Japan, 2023. [HAL]
[AFC23]  W. Aissa, M. Ferecatu, M. Crucianu (2023) Curriculum Learning for Compositional Visual Reasoning, VISAPP 2023, February 19-21, Lisbon, Portugal. [HAL]
[ZBCF22]  S. Zhou, P. Blanchart, M. Crucianu, M. Ferecatu (2022) Why is the prediction wrong? Towards underfitting case explanation via meta-classification, DSAA 2022 (9th IEEE International Conference on Data Science and Advanced Analytics), October 13-16, Shenzhen, China (online). [HAL]
[CBC20a]  Y. Le Cacheux, H. Le Borgne, M. Crucianu (2020) Using Sentences as Semantic Representations in Large Scale Zero-Shot Learning, ECCV 2020 workshop Transferring and adapting source knowledge in computer vision (TASK-CV), August 23rd, 2020, Glasgow, Scotland. [arXiv]
[CBC19b]  Y. Le Cacheux, H. Le Borgne, M. Crucianu (2019) Modeling Inter and Intra-Class Relations in the Triplet Loss for Zero-Shot Learning, International Conference on Computer Vision, Oct 27 - Nov 2, 2019, Seoul, South Korea. [thecvf]
[CBC19]  Y. Le Cacheux, H. Le Borgne, M. Crucianu (2019) From Classical to Generalized Zero-Shot Learning: a Simple Adaptation Process, 23rd International Conference on Multimedia Modeling, January 8-11, 2019, Thessaloniki, Greece. [arXiv]
[BBC18]  A. Besedin, P. Blanchart, M. Crucianu, M. Ferecatu (2018) Deep Online Storage-free Learning on Unordered Image Streams, ECML/PKDD 2018 Workshop on Large-scale Learning from Data Streams in Evolving Environments (IOTSTREAMING-2018), September 2018, Dublin, Ireland.
[YRFC17]  L. Yang, H. Rodriguez, M. Ferecatu, M. Crucianu (2017) Fully convolutional network with superpixel parsing for fashion Web image segmentation, 23rd International Conference on Multimedia Modeling, Reykjavik, Iceland, January 4-6, 2017.
[BBC17]  A. Besedin, P. Blanchart, M. Crucianu, M. Ferecatu (2017) Evolutive deep models for online learning on data streams with no storage, ECML/PKDD 2017 Workshop on Large-scale Learning from Data Streams in Evolving Environments (IOTSTREAMING-2017), September 2017, Dublin, Ireland.
[TBC16b]  Tran, N., Le Borgne, H., Crucianu, M. (2016) Cross-Modal Classification by Completing Unimodal Representations, Workshop Vision and Language Integration Meets Multimedia Fusion, with ACM Multimedia, Amsterdam, NL, Oct. 15-19, 2016. [pdf]
[YRFC16b]  L. Yang, H. Rodriguez, M. Ferecatu, M. Crucianu (2016) A Global-Local approach to extracting deformable fashion items from Web images, Pacific-Rim Conference on Multimedia (PCM), Xi'an, China, Sept. 15-16, 2016. [pdf]
[TBC16]  Tran, N., Le Borgne, H., Crucianu, M. (2016) Aggregating Image and Text Quantized Correlated Components, Conference on Computer Vision and Pattern Recognition (CVPR), Las Vegas, USA, June 26-July 1st, 2016. [open access]
[YRFC16]  L. Yang, H. Rodriguez, M. Ferecatu, M. Crucianu (2016) Classification-Driven Active Contour for Dress Segmentation 11th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP), Rome, Italy, February 27-29, 2016. [pdf]
[RLF16]  H. Randrianarivo, B. Le Saux, M. Ferecatu, M. Crucianu (2016) Contextual discriminatively trained model mixture for object detection in aerial images, Intl. Conf. on Big Data from Space (BiDS'16), March 2016, Spain.
[SFBC15a]  Stoian, A., Ferecatu, M., Benois-Pineau, J., Crucianu, M. (2015) Scalable action localization with kernel-space hashing, IEEE International Conference on Image Processing (ICIP), Québec city, Canada, September 27-30, 2015. [pdf]
[TBC15]  Tran, N., Le Borgne, H., Crucianu, M. (2015) Combining generic and specific information for cross-modal retrieval, ACM International Conference on Multimedia Retrieval (ICMR), Shanghai, China, June 23-26, 2015. [pdf]
[FACG13]  C. A. F. Filho, A. de Albuquerque Araújo, M. Crucianu, V. Gouet-Brunet (2013) Sketch-Finder: Efficient and Effective Sketch-Based Retrieval for Large Image Collections. SIBGRAPI 2013, pp. 234-241.
[YCOD10]  Yu, Y., Crucianu, M., Oria, V., Damiani, E. (2010) Combining Multi-Probe Histogram and Order-Statistics Based LSH for Scalable Audio Content Retrieval, ACM Multimedia 2010 (CORE A+, acceptance rate 16%), Florence, Italy, October 25-29, 2010, pp. 381-390. [pdf]
[OBC10]  Wajih Ouertani, Pierre Bonnet, Michel Crucianu, Nozha Boujemaa, Daniel Barthélémy. (2010) Iterative Search with Local Visual Features for Computer Assisted Plant Identification. BioIdentify 2010. Paris, September 20-22, 2010, pp. 237-242. [pdf]
[OCB10]  Ouertani, W., Crucianu, M., Boujemaa, N. (2010) Interactive Learning of Heterogeneous Visual Concepts with Local Features, ACM Multimedia 2010 short paper, Florence, Italy, October 25-29, 2010, pp. 995-998. [pdf]
[PC10]  Pröscholdt, T., Crucianu, M. (2010) On Finding Complementary Clusterings, European Symposium on Artificial Neural Networks (ESANN 2010), Bruges, Belgium, April 28-30, 2010, pp. 487-492. [pdf]
[YCOC09]  Yu, Y., Crucianu, M., Oria, V., Chen, L. (2009) Local Summarization and Multi-Level LSH for Retrieving Multi-Variant Audio Tracks, ACM Multimedia 2009 (CORE A+, acceptance rate 16%), Beijing, China, October 19-24, 2009, pp. 341-350. [pdf]
[PCS09]  Poullot, S., Crucianu, M., Satoh, S. (2009) Indexing Local Configurations of Features for Scalable Content-Based Video Copy Detection, 1st Workshop on Large-Scale Multimedia Retrieval and Mining (LS-MMRM) in conjunction with ACM Multimedia 2009, Beijing, China, October 23, 2009, pp. 43-50. [pdf]
[PCB08c]  Poullot, S., Crucianu, M., Buisson, O. (2008) Fast Content-Based Mining of Web2.0 Videos, Pacific-Rim Conference on Multimedia, Taiwan, December 2008. Springer Verlag, LNCS Vol. 5353, pp. 99-108. [pdf]
[PCB08a]  Poullot, S., Crucianu, M., Buisson, O. (2008) Scalable Mining of Large Video Databases Using Copy Detection, In Proceedings of ACM Multimedia 2008 (CORE A+, acceptance rate 18%, EIC 0.97), Vancouver, Canada, October 27-30, 2008, pp. 61-70. [pdf]
[PBC07]  Poullot, S., Buisson, O., Crucianu, M. (2007) Z-grid-based Probabilistic Retrieval for Scaling Up Content-Based Copy Detection, ACM International Conference on Image and Video Retrieval (acceptance rate 37%), Amsterdam, July 9-11, 2007, pp. 348-355. [pdf]
[FBC05a]  Ferecatu, M., Boujemaa, N., Crucianu, M. (2005) Hybrid Visual and Conceptual Image Representation in an Active Relevance Feedback Context, Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval (acceptance rate 44,68%), Singapore, November 6-12, 2005, pp. 209-216. [pdf]
[GCB05a]  Grira, N., Crucianu, M., Boujemaa, N. (2005) Active Semi-Supervised Fuzzy Clustering for Image Database Categorization, Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval (acceptance rate 44,68%), Singapore, November 6-12, 2005, pp. 9-16.
[GCB05b]  Grira, N., Crucianu, M., Boujemaa, N. (2005) Active semi-supervised clustering for image database categorization, Content-Based Multimedia Indexing (CBMI'05), Riga, Latvia, June 2005. [pdf]
[GCB05c]  Grira, N., Crucianu, M., Boujemaa, N. (2005) Semi-supervised image database categorization using pairwise constraints, International Conference on Image Processing (ICIP'05, CORE A, acceptance rate 42,5%, EIC 0.71), Genova, Italy, September 2005, pp. 1228-1231. [bibtex]
[FBC05c]  Ferecatu, M., Crucianu, M., Boujemaa, N. (2005) Improving performance of interactive categorization of images using relevance feedback, International Conference on Image Processing (ICIP'05, CORE A, acceptance rate 42,5%, EIC 0.71), Genova, Italy, September 2005, pp. 1197-1200. [bibtex]
[GCB05d]  Grira, N., Crucianu, Boujemaa, N. (2005) Semi-supervised fuzzy clustering with pairwise-constrained competitive agglomeration, Proceedings of the IEEE International Conference on Fuzzy Systems (Fuzz'IEEE 2005), Reno, USA, May 22-25, 2005, pp. 80-86. [pdf][bibtex]
[FBC04a]  Ferecatu, M., Crucianu, M., Boujemaa, N. (2004) Sample selection strategies for relevance feedback in region-based image retrieval, in K. Aizawa, Y. Nakamura, and S. Satoh (Eds.): Pacific-Rim Conference on Multimedia 2004 (acceptance rate 24,4%), Lecture Notes in Computer Science 3332, pp. 497-504, Springer-Verlag. [pdf][bibtex]
[FBC04b]  Ferecatu, M., Crucianu, M., Boujemaa, N. (2004) Retrieval of Difficult Image Classes Using SVM-Based Relevance Feedback, Proceedings of the 6th ACM SIGMM International Workshop on Multimedia Information Retrieval (acceptance rate 39,25%), 15-16 octobre 2004, New York, pp. 23-30. [pdf]
[RCVF03]  Ramel, J.-Y., Crucianu, M., Vincent, N., Faure, C. (2003) Detection, extraction and representation of tables, International Conference on Document Analysis and Recognition (ICDAR’03), August 3-6, 2003, Edinburgh, UK.

Other

[CRU14]  Crucianu, M. (2014) Multimedia Information Retrieval: Beyond Ranking. Keynote talk, 2014 International Workshop on Computational Intelligence for Multimedia Understanding, November 1-2, 2014, Paris, France. [slides (pdf)]
[CRU10]  Crucianu, M. (2010) Kernel Approximation by Locality Sensitive Hashing with Application to Active Learning. Research Report CEDRIC 1898, March 2010, 10 pages.
[LPC09]  D.-D. Le, S. Poullot, M. Crucianu, X. Wu, M. Nett, M. E. Houle, S. Satoh (2009) National Institute of Informatics at TRECVID 2009, TRECVID 2009 Workshop. [pdf]
[BCV08]  Boisson, F., Crucianu, M., Vodislav, D. (2008) Publication Framework for Content-Based Search in Heterogeneous Distributed Multimedia Databases, Research Report CEDRIC 1585, September 10, 2008, 18 pages. Présenté au CHORUS P2P Workshop 1P2P4mm (avec InfoScale 2008), Vico Equense, Italy, 6 juin 2008. [pdf]
[PCB08b]  Poullot, S., Crucianu, M., Buisson, O. (2008) Passage à l'échelle de la fouille vidéo basée sur la détection de copies, Bases de Données Avancées, Valence, France, October 2008. [pdf]
[CEOT07]  Crucianu, M., Estevez, D., Oria, V., Tarel, J.-Ph. (2007) Recherche approximative des kppv pour des requêtes hyperplans, avec application au contrôle de pertinence actif, Bases de Données Avancées (BDA 2007), Marseille, October 23-26, 2007.
[FC03]  Fernandez, Y., Crucianu, M. (2003) Dimensions perceptives pour un espace musical, Compression et Représentation de Signaux Audiovisuels (CORESA’03), January 16-17, 2003, Lyon, France, pp. 45-48. [pdf]
[FBC05b]  Ferecatu, M., Crucianu, M., Boujemaa, N. (2005) Retour de pertinence actif avec une représentation hybride, visuelle et conceptuelle, des images, Research report INRIA RR-5558, April 20, 2005.
[CTF05]  Crucianu, M., Tarel, J.-Ph., Ferecatu, M. (2005) A Comparison of User Strategies in Image Retrieval with Relevance Feedback, 7th International Workshop on Audio-Visual Content and Information Visualization in Digital Libraries (AVIVDiLib'05), pp. 121-130, Cortona, Italie, May 4-6, 2005.
[GCB04]  Grira, N., Crucianu, M., Boujemaa, N. (2004) Unsupervised and semi-supervised clustering: a brief survey, juillet 2004, 11 p., dans A Review of Machine Learning Techniques for Processing Multimedia Content, report of the Network of Excellence MUSCLE (6ePCRD). [pdf]
[CFB04]  Crucianu, M., Ferecatu, M., Boujemaa, N. (2004) Relevance feedback for image retrieval: a short survey, juin 2004, 20 p., dans State of the Art in Audiovisual Content-Based Retrieval, Information Universal Access and Interaction, Including Datamodels and Languages, report of the Network of Excellence DELOS2 (FP6). [pdf]
[FBC04c]  Ferecatu, M., Crucianu, M., Boujemaa, N. (2004) Reducing the Redundancy in the Selection of Samples for SVM-based Relevance Feedback, Research report INRIA 5258, 5 mai 2004, 20 p. [html]
[Cru01]  Crucianu, M. (2001) L'hyperespace musical : définition, navigation, exploitation, Rapport interne n° 245, June 2001, Laboratoire Informatique, Université de Tours, 8 p. [pdf]
[CMV01]  Crucianu, M., Martin, E., Verley, G. (2001) Adaptive structuring of information: a web-based approach, 7th International Conference on Re-engineering Technologies for Information Systems (ReTIS 2001), Lyon, July 5-6, 2001, Oesterreichische Computer Gesellschaft, pp. 207-212.
[CMV00]  Crucianu, M., Martin, E., Verley, G. (2000) A web-based approach to adaptive information structuring, Rapport Interne n° 236, Laboratoire d'Informatique, Université de Tours, octobre 2000. [pdf]

Vertigo | CEDRIC | CNAM © Michel Crucianu | About this site | November 17, 2023