Publications

2016

Journal

[2016, article| Download] (BIB)
Roman-Rangel, E., Wang, C., & Marchand-Maillet, S. (2016). SimMap: Similarity maps for scale invariant local shape descriptors. Neurocomputing, 175, 888-898.
[2016, article| Download] (BIB)
Roman-Rangel, E., Jimenez-Badillo, D., & Marchand-Maillet, S. (2016). Classification and Retrieval of Archaeological Potsherds using Histograms of Spherical Orientations. Journal on Computing and Cultural Heritage, 9.

Conferences

[2016, inproceedings] (BIB)
Roman-Rangel, E., Jimenez-Badillo, D., & Marchand-Maillet, S. (2016). Rotation Invariant Local Shape Descriptors for Classification of Archaeological 3D Models. In Mexican Conference on Pattern Recognition (MCPR 2016), Guanajuato, MX.
[2016, inproceedings] (BIB)
Roman-Rangel, E., Can, G., Marchand-Maillet, S., Hu, R., Gayol, C. P., & Krempel, G., et al. (2016). Transferring Neural Representations for Low-dimensional Indexing of Maya Hieroglyphic Art. In 3rd Workshop on Computer Vision for Art Analysis (VISART-ECCV 2016), Amsterdam, NL.
[2016, inproceedings] (BIB)
Roman-Rangel, E., & Marchand-Maillet, S. (2016). Indexing Mayan Hieroglyphs with Neural Codes. In International Conference on Pattern Recognition (ICPR 2016), Cancun, MX.
[2016, inproceedings] (BIB)
Osipyan, H., Lokoč, J., & Marchand-Maillet, S. (2016). Similarity Search of Sparse Histograms on GPU Architecture. In 9th International Conference on Similarity Search and Applications (SISAP 2016), Tokyo, JP.
[2016, inproceedings] (BIB)
Schwander, O., Marchand-Maillet, S., & Nielsen, F. (2016). Comix: Joint estimation and lightspeed comparison of mixture models. In IEEE ICASSP 2016, Shanghai, China, March 2016.
[2016, inproceedings] (BIB)
Marchand-Maillet, S., Roman-Rangel, E., Mohamed, H., & Nielsen, F. (2016). Quantifying the invariance and robustness of Permutation-based Indexing schemes. In 9th International Conference on Similarity Search and Applications (SISAP 2016), Tokyo, JP.

2015

Books or Chapter

[2015, inbook| Download] (BIB)
Mohammed, H., & Marchand-Maillet, S. (2015). Scalable Indexing for Big Data Processing. Chapman & Hall.

Journal

[2015, article| Download] (BIB)
Roman-Rangel, E., & Marchand-Maillet, S. (2015). Shape-based detection of Maya hieroglyphs using weighted bag representations. Pattern Recognition, 48(4), 1161-1173.
[2015, article| Download] (BIB)
Mohamed, H., & Marchand-Maillet, S. (2015). Quantized Ranking for Permutation-Based Indexing. Information Systems(52), 163-175.
[2015, article| Download] (BIB)
Weng, L., Amsaleg, L., Morton, A., & Marchand-Maillet, S. (2015). A Privacy-Preserving Framework for Large-Scale Content-Based Information Retrieval. IEEE Transactions on Information Forensics and Security, 10(1).
[2015, article| Download] (BIB)
Hu, R., Can, G., Gayol, C. P., Krempel, G., Spotak, J., & Vail, G., et al. (2015). Multimedia Analysis and Access of Ancient Maya Epigraphy: Tools to support scholars on Maya hieroglyphics. {IEEE} Signal Processing Magazine, 32(4), 75-84.

Conferences

[2015, inproceedings| Download] (BIB)
Osipyan, H., Krulis, M., & Marchand-Maillet, S. (2015). A Survey of CUDA-based Multidimensional Scaling on GPU Architecture. In 2015 Imperial College Computing Student Workshop, ICCSW 2015, September 24-25, 2015, London, United Kingdom.
[2015, inproceedings| Download] (BIB)
Sun, K., Wang, J., Kalousis, A., & Marchand-Maillet, S. (2015). Space-Time Local Embeddings. In Proceedings of Advances in Neural Information Processing Systems 28 (NIPS 2015), Montreal, Canada, December 2015.
[2015, inproceedings| Download] (BIB)
Sun, K., Wang, J., Kalousis, A., & Marchand-Maillet, S. (2015). Information Geometry and Minimum Description Length Networks. In Proceedings of the 32nd International Conference on Machine Learning, ICML 2015, Lille, France, 6-11 July 2015.
[2015, article| Download] (BIB)
Gregorova, M., Kalousis, A., Marchand-Maillet, S., & Wang, J. (2015). Learning vector autoregressive models with focalised Granger-causality graphs. CoRR, abs/1507.01978.
[2015, inproceedings| Download] (BIB)
Krulis, M., Osipyan, H., & Marchand-Maillet, S. (2015). Permutation based indexing for high dimensional data on GPU architectures. In 13th International Workshop on Content-Based Multimedia Indexing, CBMI 2015, Prague, Czech Republic, June 10-12, 2015.
[2015, inproceedings| Download] (BIB)
Krulis, M., Osipyan, H., & Marchand-Maillet, S. (2015). Optimizing Sorting and Top-k Selection Steps in Permutation Based Indexing on GPUs. In New Trends in Databases and Information Systems - ADBIS 2015 Short Papers and Workshops, Poitiers, France, September 8-11, 2015. Proceedings.

PhD thesis

[2015, phdthesis| Download] (BIB)
Sun, K. ((2015). Information Geometry and Data Manifold Representations.). Unpublished PhD Thesis.

2014

Journal

[2014, article| Download] (BIB)
Mohamed, H., & Marchand-Maillet, S. (2014). Distributed media indexing based on MPI and MapReduce. Multimedia Tools and Applications, 69(2).
[2014, article| Download] (BIB)
Marchand-Maillet, S., & Hofreiter, B. (2014). Big Data Management and Analysis for Business Informatics. Enterprise Modelling and Information Systems Architectures (EMISA), 9.
[2014, article] (BIB)
Marchand-Maillet, S., Lambert, P., Merialdo, B., & Benois, J. (2014). Introduction to the special issue on content-based image retrieval. Multimedia Tools and Applications, 69(2).

Conferences

[2014, inproceedings] (BIB)
Heravi, B., Morrison, D., Khare, P., & Marchand-Maillet, S. (2014). Where is the news breaking? Towards a location-based event detection framework for journalists. In Proceedings of the 20th Anniversary International Conference on MultiMedia Modeling (MMM 2014), Dublin, Ireland.
[2014, inproceedings] (BIB)
Rangel, E. R., & Marchand-Maillet, S. (2014). Automatic Removal of Visual Stop-Words. In Proceedings of the 34th International ACM Multimeia Conference (ACM Multimedia 2014), Orlando, FL.
[2014, inproceedings] (BIB)
Roman-Rangel, E., & Marchand-Maillet, S. (2014). HOOSC128: A More Robust Local Shape Descriptor. In Proceedings of the 6th Mexican Conference on Pattern Recognition (MCPR2014), Cancun, Mexico.
[2014, inproceedings] (BIB)
Gatica-Perez, D., Pallan, C., Marchand-Maillet, S., Odobez, J., Roman Rangel, E., & Grube, N. (2014). The MAAYA Project: Multimedia Analysis and Access for Documentation and Decipherment of Maya Epigraphy. In Digital Humanities (DH 2014), Lausanne, Switzerland.
[2014, inproceedings] (BIB)
Osipyan, H., Morton, A., & Marchand-Maillet, S. (2014). Fast Interactive Information Retrieval with Sampling-Based MDS on GPU Architectures. In Proceedings of the 7th Information Retrieval Facility Conference (IRFC 2014), Copenhagen, DK.
[2014, inproceedings] (BIB)
Mohamed, H., Osipyan, H., & Marchand-Maillet, S. (2014). Fast Large-Scale Multimedia Indexing and Searching. In Proceedings of the International Workshop on Content-Based Multimedia Indexing (CBMI 2014), Klagenfurt, Austria.
[2014, inproceedings] (BIB)
Mohamed, H., Osipyan, H., & Marchand-Maillet, S. (2014). Multi-Core (CPU and GPU) For Permutation-Based Indexing. In Proceedings of the 7th Internation Conference on Similarity Search and Applications (SISAP2014), Los Cabos, Mexico.
[2014, inproceedings] (BIB)
Wang, J., Sun, K., Sha, F., Marchand-Maillet, S., & Kalousis, A. (2014). Two-Stage Metric Learning. In Proceedings of the International Conference on Machine Learning (ICML 2014), Beijing, China.
[2014, inproceedings] (BIB)
Sun, K., Mohamed, H., & Marchand-Maillet, S. (2014). Sparsity on Statistical Simplexes and Diversity in Social Ranking. In Proceedings of the 6th Asian Conference on Machine Learning (ACML 2014), Nha Trang, Vietnam.
[2014, inproceedings] (BIB)
Sun, K., & Marchand-Maillet, S. (2014). An Information Geometry of Statistical Manifold Learning. In Proceedings of the International Conference on Machine Learning (ICML 2014), Beijing, China.
[2014, inproceedings] (BIB)
Sun, K., & Marchand-Maillet, S. (2014). Information Geometric Density Estimation. In Proceedings of the 34th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering (MaxEnt2014), Amboise, France.
[2014, inproceedings] (BIB)
Marchand-Maillet, S. (2014). Digesting Large-scale Data. In Invited talk at the 11th French Information Retrieval Conference (CORIA 2014), Nancy, France.

PhD thesis

[2014, phdthesis| Download] (BIB)
Markonis, D. ((2014). User-oriented medical image retrieval.). Unpublished PhD Thesis.
[2014, phdthesis| Download] (BIB)
Mohamed, H. ((2014). Scalable approximate k-NN in multidimensional big data.). Unpublished PhD Thesis.

2013

Books or Chapter

[2013, inbook] (BIB)
Mohammed, H., vonWyl, M., Bruno, E., & Marchand-Maillet, S. (2013). Learning-Based Interactive Retrieval in Large-scale Multimedia Collections. Springer.
[2013, inbook] (BIB)
Marchand-Maillet, S. (2013). Multimedia Information Retrieval in a Social Context. In N. Agosti M.and Ferro, P. Forner & H. Müller & G. Santucci (Eds.), Springer.

Journal

[2013, article] (BIB)
Mohamed, H., & Marchand-Maillet, S. (2013). MRO-MPI: MapReduce overlapping using MPI and an optimized data exchange policy. Parallel Computing, 39(12).
[2013, article] (BIB)
Morrison, D., Tsikrika, T., Hollink, V., de Vries, A. P., Bruno, E., & Marchand-Maillet, S. (2013). Topic Modelling of clickthrough data in image search. Multimedia Tools and Applications, 66(3).

Conferences

[2013, inproceedings] (BIB)
Hofreiter, B., & Marchand-Maillet, S. (2013). Rank Aggregation for QoS-Aware Web Service Selection and Composition. In Proceedings of the IEEE International Conference on Service Oriented Computing & Applications (SOCA 2013), Kauai Island, Hawai.
[2013, inproceedings] (BIB)
Roman-Rangel, E., Odobez, J., & Gatica-Perez, D. (2013). Evaluating Shape Descriptors for Detection of Maya Hieroglyphs. In Proceedings of the 5th Mexican Conference on Pattern Recognition (MCPR).
[2013, inproceedings] (BIB)
Roman-Rangel, E., & Marchand-Maillet, S. (2013). Bag-of-Visual-Phrases via Local Contexts. In Proceedings of Workshop in Recent Advances in Computer Vision and Pattern Recognition (RACVPR). In the 2nd Asian Conference on Pattern Recognition (ACPR).
[2013, inproceedings] (BIB)
Roman-Rangel, E., & Marchand-Maillet, S. (2013). Stopwords Detection in Bag-of-Visual-Words: The Case of Retrieving Maya Hieroglyphs. In Proceedings of the 2nd International Workshop on Multimedia for Cultural Heritage (MM4CH). In the 17th International Conference on Image Analysis and Processing (ICIAP).
[2013, inproceedings| Download] (BIB)
Mohamed, H., & Marchand-Maillet, S. (2013). Metric Suffix Array For Large-Scale Similarity Search. In ACM WSDM 2013 Workshop on Large Scale and Distributed Systems for Information Retrieval, Rome, IT.
[2013, inproceedings] (BIB)
Mohamed, H., & Marchand-Maillet, S. (2013). Quantized Ranking for Permutation-Based Indexing. In SISAP, Coruna, SP.
[2013, inproceedings| Download] (BIB)
Mohamed, H., & Marchand-Maillet, S. (2013). Permutation-Based Pruning for Approximate K-NN Search. In DEXA, Prague, CZ.
[2013, inproceedings] (BIB)
Sun, K., Morrison, D., Bruno, E., & Marchand-Maillet, S. (2013). Learning Representative Nodes in Social Networks. In 17th Pacific-Asia Conference on Knowledge Discovery and Data Mining, Gold Coast, AU.
[2013, inproceedings] (BIB)
Marchand-Maillet, S., & Hofreiter, B. (2013). Multi-dimensional Information Ordering to Support Decision-making Processes. In IEEE Conference on Business Informatics (IEEE-CBI 2013), Vienna, AT.

2012

Books or Chapter

[2012, proceedings] (BIB)
Johan Oomen and Lora Aroyo and Stephane Marchand-Maillet and Jeremy Douglass. (2012). Proceedings of the 2012 ACM Workshop on Personalized Access to Cultural Heritage, PATCH'12 (co-located with ACM Multimedia 2012), November 2, 2012, Nara, Japan. ACM.

Conferences

[2012, inproceedings] (BIB)
Mohamed, H., & Marchand-Maillet, S. (2012). Enhancing MapReduce using MPI and an optimized data exchange policy. In ICPP 2012: The 41st International Conference on Parallel Processing, (P2S2 Workshop), Pittsburgh.
[2012, inproceedings] (BIB)
Mohamed, H., & Marchand-Maillet, S. (2012). Distributed Media indexing based on MPI and MapReduce. In Content-based Multimedia Indexing (CBMI'2012), Annecy, FR.
[2012, inproceedings] (BIB)
Mohamed, H., & Marchand-Maillet, S. (2012). Parallel Approaches to Permutation-Based Indexing using Inverted Files. In 5th International Conference on Similarity Search and Applications (SISAP), Toronto, CA.
[2012, inproceedings] (BIB)
Sun, K., Bruno, E., & Marchand-Maillet, S. (2012). Unsupervised Skeleton Learning for Manifold Denoising and Outlier Detection. In International Conference on Pattern Recognition (ICPR'2012), Tsukuba, JP.
[2012, inproceedings] (BIB)
Sun, K., Bruno, E., & Marchand-Maillet, S. (2012). Stochastic Unfolding. In IEEE Machine Learning for Signal Processing Workshop (MLSP'2012), Santander, Spain.
[2012, inproceedings| Download] (BIB)
von Wyl, M., Hofreiter, B., & Marchand-Maillet, S. (2012). Serendipitous Exploration of Large-scale Product Catalogs. In 14th IEEE International Conference on Commerce and Enterprise Computing (CEC 2012), Hangzhou, CN.
[2012, inproceedings| Download] (BIB)
von Wyl, M., & Marchand-Maillet, S. (2012). SwiftLink: Serendipitous Navigation Strategy for Large-scale Document Collections. In 2nd International Workshop on Recommender Systems meet Databases (DEXA2012 - RSmeetDB), Vienna, Austria.

2011

Books or Chapter

[2011, inbook] (BIB)
Szekely, E., Bruno, E., & Marchand-Maillet, S. (2011). Unsupervised Discriminant Embedding in Cluster Spaces. In A. Fred, J. L. G. Dietz & K. Liu & (. J. Filipe (Eds.), Springer.
[2011, inbook| Download] (BIB)
Marchand-Maillet, S., Morrison, D., Szekely, E., Kludas, J., von Wyl, M., & Bruno, E. (2011). Mining Networked Media Collections. Springer.

Journal

[2011, article| Download] (BIB)
Kompatsiaris, I., Marchand-Maillet, S., van Zwol, R., & Marcel, S. (2011). Introduction to the special issue on image and video retrieval: theory and applications. Multimedia Tools and Applications, 55(1).

Conferences

[2011, inproceedings] (BIB)
Morrison, D., Bruno, E., & Marchand-Maillet, S. (2011). Query log simulation for long-term learning in image retrieval. In Content-based Multimedia Indexinding (CBMI'11), Madrid, Spain.
[2011, inproceedings] (BIB)
Mohamed, H., von Wyl, M., Bruno, E., & Marchand-Maillet, S. (2011). Learning-Based Interactive Retrieval in Large-Scale Multimedia Collections. In Adaptive Multimedia Retrieval.
[2011, inproceedings] (BIB)
Kludas, J., & Marchand-Maillet, S. (2011). Effective Multimodal Information Fusion by Structure Learning. In 14th International Conference on Information Fusion (FUSION 2011), Chicago, IL.
[2011, inproceedings] (BIB)
von Wyl, M., Mohamed, H., Bruno, E., & Marchand-Maillet, S. (2011). A Parallel Cross-Modal Search Engine over Large-Scale Multimedia Collections with Interactive Relevance Feedback. In Demo at ACM International Conference on Multimedia Retrieval (ACM-ICMR'11), Trento, Italy.

PhD thesis

[2011, phdthesis| Download] (BIB)
Morrison, D. ((2011). Latent variable modelling of user interaction in image retrieval.). Unpublished PhD Thesis.
[2011, phdthesis| Download] (BIB)
Szekely, E. ((2011). Dimension reduction for clustered high-dimensional data.). Unpublished PhD Thesis.

2010

Books or Chapter

[2010, inbook] (BIB)
Morrison, D., Bruno, E., & Marchand-Maillet, S. (2010). Capturing the semantics of user interaction: A review and case study. (pp. 269-299). Springer.
[2010, proceedings| Download] (BIB)
Fabio Crestani and Stephane Marchand-Maillet and Hsin-Hsi Chen and Efthimis N. Efthimiadis and Jacques Savoy. (2010). Proceeding of the 33rd International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2010, Geneva, Switzerland, July 19-23, 2010. ACM.
[2010, inbook] (BIB)
Marchand-Maillet, S., Morrison, D., Szekely, E., & Bruno, E. (2010). Interactive Representations of Multimodal Databases. In J. -P. Thiran, H. Bourlard & F. Marques (Eds.), Academic Press.
[2010, inbook] (BIB)
Tsikrika, T., & Kludas, J. (2010). Overview of the wikipediaMM task at ImageCLEF 2009. Springer.

Conferences

[2010, inproceedings| Download] (BIB)
Morrison, D., Bruno, E., & Marchand-Maillet, S. (2010). TagCaptcha: Annotating images with CAPTCHAs. In ACM MULTIMEDIA 2010 (Demo Program), Firenze, Italy.
[2010, inproceedings] (BIB)
Szekely, E., Bruno, E., & Marchand-Maillet, S. (2010). High-dimensional multimodal distribution embedding. In IEEE ICDM 2010 Workshop on Visual Analytics and Knowledge Discovery (VAKD'10), Sydney, Australia.

PhD thesis

[2010, phdthesis| Download] (BIB)
Kludas, J. ((2010). Information Fusion for Multimedia exploiting Feature Interactions for Semantic Feature Selection and Construction.). Unpublished PhD Thesis.

Before 2010

Books or Chapter

[2009, inproceedings] (BIB)
Tsikrika, T., & Kludas, J. (2009). Overview of the wikipediaMM task at ImageCLEF 2008. In Evaluating Systems for Multilingual and Multimodal Information Access, Proceedings of the 9th Workshop of the Cross-Language Evaluation Forum, Lecture Notes in Computer Science.
[2009, proceedings| Download] (BIB)
Y. Kompatsiaris and S. Marchand-Maillet and Y. Avrithis and D. Gatica-Perez and N. O'Connor and T.-S. Chua. (2009). Proceedings of the ACM International Conference on Image and Video Retrieval. ACM Press.
[2007, book| Download] (BIB)
Marchand-Maillet, S., Bruno, E., Nurnberger, A., & Detyniecki, M. (2007). Adaptive Multmedia Retrieval: User, Context and Feedback Springer-Verlag.
[2001, incollection] (BIB)
Squire, D. M., Müller, H., Müller, W., Marchand-Maillet, S., & Pun, T. (2001). Design and Evaluation of a Content-based Image Retrieval System. In S. M. Rahman (Ed.), (pp. 125-151). Idea Group Publishing.
[2000, book] (BIB)
Marchand-Maillet, S., & Sharaiha, Y. (2000). Binary Digital Image Processing: A Discrete Approach Academic Press.

Journal

[2009, article| Download] (BIB)
Bruno, E., & Marchand-Maillet, S. (2009). Multimodal Preference Aggregation for Multimedia Information Retrieval. Journal of Multimedia, 4(5), 321-329.
[2008, article| Download] (BIB)
Bruno, E., Moënne-Loccoz, N., & Marchand-Maillet, S. (2008). Design of multimodal dissimilarity spaces for retrieval of multimedia documents. IEEE Transactions on Pattern Analysis and Machine Intelligence, 30(9), 1520-1533.
[2008, article| Download] (BIB)
Kludas, J., Bruno, E., & Marchand-Maillet, S. (2008). Can Feature Information Interaction help for Information Fusion in Multimedia Problems?. Multimedia Tools and Applications Journal special issue on "Metadata Mining for Image Understanding", 42(1), 57-71.
[2008, article| Download] (BIB)
Kosinov, S., Bruno, E., & Marchand-Maillet, S. (2008). Spatially-consistent partial matching for intra- and inter-image prototype selection. Signal Processing: Image Communication special issue on "Semantic Analysis for Interactive Multimedia Services", 23, 516-524.
[2008, article| Download] (BIB)
Kosinov, S., & Pun, T. (2008). Distance-based discriminant analysis method and its applications. Pattern Analysis and Applications, 11(3-4), 227-246.
[2006, article| Download] (BIB)
Janvier, B., Bruno, E., Marchand-Maillet, S., & Pun, T. (2006). Information-theoretic temporal segmentation of videos and applications: multiscale keyframe selection and transition detection. Multimedia Tools and Applications, 30, 273-288.
[2006, article| Download] (BIB)
Moënne-Loccoz, N., Janvier, B., Marchand-Maillet, S., & Bruno, E. (2006). Handling Temporal Heterogeneous Data for Content-Based Management of Large Video Collections. Multimedia Tools and Applications, 31, 309-325.
[2004, article| Download] (BIB)
Bruno, E., Moënne-Loccoz, N., & Marchand-Maillet, S. (2004). Unsupervised Event Discrimination Based on Nonlinear Temporal Modelling of Activity. Pattern Analysis and Application, 7(4), 402-410.
[2004, article| Download] (BIB)
Moënne-Loccoz, N., Bruno, E., & Marchand-Maillet, S. (2004). Knowledge-based Detection of Events in Video Streams from Salient Regions of Activities. Pattern Analysis and Applications (PAA), special issue Video Event Mining, 7(4), 422-429.
[2003, article] (BIB)
Müller, H., Squire, D. M., & Pun, T. (2003). Learning from user behavior in image retrieval: application of the market basket analysis. Int. J. of Comp. Vision, Special Issue on Content-Based Image Retrieval, to appear.
[2003, article| Download] (BIB)
Pingault, M., Bruno, E., & Pellerin, D. (2003). A Robust Multiscale B-spline Function Decomposition Process to Motion Transparency Estimation. IEEE Transactions on Image Processing, 12(11), 1416-1426.
[2002, article| Download] (BIB)
Bruno, E., & Pellerin, D. (2002). Robust Motion Estimation using Spatial Gabor-like filters. Signal Processing, 82(2), 297-309.
[2002, article] (BIB)
Müller, H. (2002). {J}äger des verlorenen {F}otos - {D}as {GNU} {I}mage {F}inding {T}ool in der {P}raxis. ct Magazin {für} Computertechnik, 6, 252-257.
[2002, article] (BIB)
Müller, H., Müller, W., Marchand-Maillet, S., Squire, D. M., & Pun, T. (2002). A Framework for Benchmarking in Visual Information Retrieval. International Journal on Multimedia Tools and Applications.
[2001, article] (BIB)
Müller, H. (2001). {S}uchen ohne {W}orte -- wie inhaltsbasierte {S}uche funktioniert. ct Magazin {für} Computertechnik, 15, 162-172.
[2001, article| Download] (BIB)
Müller, H., Müller, W., Squire, D. M., Marchand-Maillet, S., & Pun, T. (2001). Performance Evaluation in Content-Based Image Retrieval: Overview and Proposals. Pattern Recognition Letters (Special Issue on Image and Video Indexing), 22(5), 593-601.
[2001, article] (BIB)
Müller, W., Marchand-Maillet, S., Müller, H., Squire, D. M., & Pun, T. (2001). Evaluating Image Browsers Using Structured Annotation. Journal of American for Information Science and Technology (JASIST), 52(11).
[2000, article] (BIB)
Squire, D. M. (2000). Distance Learning Networks: learning a similarity-based distance measure for content--based image retrieval. Journal of Visual Communication and Image Representation.
Squire, D. M., & Caelli, T. M. (2000). Invariance Signatures: Characterizing contours by their departures from invariance. Computer Vision and Image Understanding, 77(3), 284-316.
[2000, article| Download] (BIB)
Squire, D. M., Müller, W., Müller, H., & Pun, T. (2000). Content-based query of image databases: inspirations from text retrieval. Pattern Recognition Letters (Selected Papers from The 11th Scandinavian Conference on Image Analysis SCIA '99), 21(13-14), 1193-1198.
Squire, D. M., & Pun, T. (1998). Assessing Agreement Between Human and Machine Clusterings of Image Databases. Pattern Recognition, 31(12), 1905-1919.
Pun, T., & Squire, D. M. (1996). Statistical structuring of pictorial databases for content-based image retrieval systems. Pattern Recognition Letters, 17, 1299-1310.

Conferences

[2009, inproceedings| Download] (BIB)
Bruno, E., & Marchand-Maillet, S. (2009). Multiview clustering: a late fusion approach using latent models. In Proceedings of the 32nd ACM Special Interest Group on Information Retrieval Conference, SIGIR 09, Boston, USA.
[2009, inproceedings| Download] (BIB)
Szekely, E., Bruno, E., & Marchand-Maillet, S. (2009). Distance Transformation for Effective Dimension Reduction of High-Dimensional Data. In 1st International Workshop on Topological Learning (in conjunction with the 18th International Symposium on Methodologies for Intelligent Systems), Prague, Czech Republic.
[2009, inproceedings| Download] (BIB)
Szekely, E., Bruno, E., & Marchand-Maillet, S. (2009). Unsupervised Discriminant Embedding in Cluster Spaces. In International Conference on Knowledge Discovery and Information Retrieval (KDIR'09), Madeira, Portugal.
[2009, inproceedings| Download] (BIB)
Morrison, D., Marchand-Maillet, S., & Bruno, E. (2009). Modelling long-term relevance feedback. In Proceedings of the ECIR Workshop on Information Retrieval over Social Networks, Toulouse, FR.
[2009, inproceedings| Download] (BIB)
Morrison, D., Marchand-Maillet, S., & Bruno, E. (2009). TagCaptcha: Annotating images with CAPTCHAs. In Proceedings of the Human Computation Workshop (HCOMP2009) - co-located with ACM-KDD 2009, Paris, FR.
[2009, inproceedings| Download] (BIB)
Marchand-Maillet, S., Eniko Szekely, & Bruno, E. (2009). Optimizing Strategies for the Exploration of Social-Networks and Associated Data Collections. In Proceedings of the International Workshop on Image Analysis for Multimedia Interactive Services (WIAMIS'09) - Special session on "People, Pixels, Peers: Interactive Content in Social Networks", London, UK.
[2008, inproceedings| Download] (BIB)
Kludas, J., Bruno, E., & Marchand-Maillet, S. (2008). Can Feature Information Interaction help for Information Fusion in Multimedia Problems?. In First International Workshop on Metadata Mining for Image Understanding, Funchal, Madeira.
[2008, inproceedings| Download] (BIB)
Kludas, J., Bruno, E., & Marchand-Maillet, S. (2008). Exploiting Synergistic and Redundant Features for Multimedia Document Classification. In 32nd Annual Conference of the German Classification Society - Advances in Data Analysis, Data Handling and Business Intelligence (GfKl 2008), Hamburg, Germany.
[2008, inproceedings| Download] (BIB)
Kludas, J., Marchand-Maillet, S., & Bruno, E. (2008). Exploiting document feature interactions for efficient information fusion in high dimensional spaces. In Proceedings of the First International Workshops on Image Processing Theory, Tools and Applications (IPTA'2008), Sousse, Tunisia.
[2008, inproceedings| Download] (BIB)
Morrison, D., Marchand-Maillet, S., & Bruno, E. (2008). Semantic clustering of images using patterns of relevance feedback. In Proceedings of the 6th International Workshop on Content-based Multimedia Indexing (CBMI'2008), London, UK.
[2007, inproceedings| Download] (BIB)
Szekely, E., Bruno, E., & Marchand-Maillet, S. (2007). Clustered multidimensional scaling for exploration in information retrieval. In 1st International Conference on the Theory of Information Retrieval (ICTIR'07), Budapest, Hungary.
[2007, inproceedings| Download] (BIB)
Bruno, E., Kludas, J., & Marchand-Maillet, S. (2007). Combining Multimodal Preferences for Multimedia Information Retrieval. In Proc. of International Workshop on Multimedia Information Retrieval, Augsburg, Germany.
[2007, inproceedings| Download] (BIB)
Kludas, J. (2007). Multimedia Retrieval and Classification for Web Content. In Proceedings of BCS IRSG Symposium: Future Directions in InformationAccess (FDIA), Glasgow, Scotland.
[2007, inproceedings| Download] (BIB)
Kludas, J., Bruno, E., & Marchand-Maillet, S. (2007). Information Fusion in Multimedia Information Retrieval. In Proceedings of 5th international Workshop on Adaptive Multimedia Retrieval (AMR), Paris, France.
[2007, inproceedings| Download] (BIB)
Morrison, D., Marchand-Maillet, S., & Bruno, E. (2007). Automatic image annotation with relevance feedback and latent semantic analysis. In Proceedings 5th International Workshop on Adaptive Multimedia Retrieval, Paris, France.
[2007, inproceedings| Download] (BIB)
Morrison, D., Marchand-Maillet, S., & Bruno, E. (2007). Hierarchical long-term learning for automatic image annotation. In Proceedings 2nd International Conference on Semantic and Digital Media Technologies, Genova, Italy.
[2006, inproceedings| Download] (BIB)
Janvier, B., Bruno, E., Maillet, S. M., & Pun, T. (2006). Performance evaluation of a contextual news story segmentation algorithm. In Proc. SPIE Vol. 6073, 60730X, Multimedia Content Analysis, Management, and Retrieval, San Jose, CA.
[2006, inproceedings| Download] (BIB)
Bruno, E., Moënne-Loccoz, N., & Marchand-Maillet, S. (2006). Asymmetric Learning and Dissimilarity Spaces for Content-based Retrieval. In Proc. of International Conference on Image and Video Retrieval (CIVR), Tempe, AZ.
[2006, inproceedings] (BIB)
Kosinov, S., & Marchand-Maillet, S. (2006). Visual object categorization with indefinite kernels in discriminantanalysis framework. In Proceedings of SPIE Photonics West, Electronic Imaging 2006, MultimediaContent Analysis, Management, and Retrieval 2006 (EI122), San Jose, USA.
[2006, inproceedings| Download] (BIB)
Kosinov, S., Marchand-Maillet, S., Kozintsev, I., Dulong, C., & Pun, T. (2006). Dual diffusion model of spreading activation for content-based imageretrieval. In 8th ACM SIGMM International Workshop on Multimedia Information Retrieval, Santa Barbara, CA, USA.
[2006, inproceedings| Download] (BIB)
Marchand-Maillet, S., & Worring, M. (2006). Benchmarking image and video retrieval: an overview. In Proc. of the Workshop on Multimedia Information Retrieval, Santa Barbara, CA.
[2005, inproceedings| Download] (BIB)
Janvier, B., Bruno, E., Marchand-Maillet, S., & Pun, T. (2005). A contextual model for semantic video structuring. In Proceedings of the 13th European Signal Processing Conference (Eusipco2005), Antalya, Turkey.
[2005, inproceedings| Download] (BIB)
Janvier, B., Marchand-Maillet, S., Bruno, E., & Pun, T. (2005). Semantic segmentation of video collections using boosted random fields. In Proceedings of the 2005 second Workshop on Machine Learning and MultimodalInteraction, {MLMI'05}, Edinburgh, UK.
[2005, inproceedings| Download] (BIB)
Bruno, E., Moënne-Loccoz, N., & Marchand-Maillet, S. (2005). Learning User Queries in Multimodal Dissimilarity Spaces. In Proceedings of the 3rd International Workshop on Adaptive MultimediaRetrieval, AMR'05, Glasgow, UK.
[2005, inproceedings| Download] (BIB)
Bruno, E., Moënne-Loccoz, N., & Marchand-Maillet, S. (2005). Interactive Video Retrieval based on Multimodal Dissimilarity Representation. In Proceedings of the Machine Learning Techniques for Processing Multimedia Content- ICML workshop, MLMM'05, Bonn, Germany.
[2005, inproceedings] (BIB)
Moënne-Loccoz, N., Bruno, E., & Marchand-Maillet, S. (2005). Interactive Retrieval of Video Sequences from Local Feature Dynamics. In Proceedings of the 3rd International Workshop on Adaptive MultimediaRetrieval, AMR'05, Glasgow, UK.
[2005, inproceedings] (BIB)
Moënne-Loccoz, N., Bruno, E., & Marchand-Maillet, S. (2005). Interactive Partial Matching of Video Sequences in Large Collections. In {IEEE} International Conference on Image Processing, Genova, Italy.
[2005, inproceedings] (BIB)
Kosinov, S., Titov, I., & Marchand-Maillet, S. (2005). Large Margin Multiple Hyperplane Classification for Content-based Multimedia Retrieval. In Proceedings of the 1st Workshop on Machine Learning Techniques for Processing Multimedia Content, {MLMM'05}, Bonn, Germany.
[2005, inproceedings| Download] (BIB)
Kosinov, S., Marchand-Maillet, S., & Pun, T. (2005). Countering the false positive projection effect in nonlinear asymmetricclassification. In The IEEE Symposium on Signal Processing and Information Technology(ISSPIT'05), Athens, Greece.
[2005, inproceedings| Download] (BIB)
Marchand-Maillet, S., & Bruno, E. (2005). Collection Guiding: A new framework for handling large multimediacollections. In Proceedings of the First Workshop on Audio-visual Content And InformationVisualization In Digital Librairies, {AVIVDiLib05}, Cortona, Italy.
[2004, inproceedings] (BIB)
Jelmini, C., & Marchand-Maillet, S. (2004). OWL-based reasoning with retractable inference. In Proceedings of {RIAO} 2004, Conference on coupling approaches, couplingmedia and coupling languages for information retrieval, Avignon, France.
[2004, inproceedings] (BIB)
Muller, H., Geissbuhler, A., Marchand-Maillet, S., & Clough, P. (2004). Benchmarking Image Retrieval Applications. In Proceedings of the 7th Internatinoal Conference on VISual InformationSystems {(VIS'2004)}, San Francisco, USA.
[2004, inproceedings| Download] (BIB)
Moënne-Loccoz, N., Janvier, B., , E. B., & Marchand-Maillet, S. (2004). Managing Video at Large. In Proceedings of the ACM SIGMOD Workshop on Computer Vision meets Databases, Paris, France.
[2004, inproceedings| Download] (BIB)
Moënne-Loccoz, N., Janvier, B., Marchand-Maillet, S., & Bruno, E. (2004). An Integrating Framework for the Management of Video Collections. In Proceedings of the 2004 First Workshop on Machine Learning and MultimodalInteraction, {MLMI'04}, Martigny, Switzerland.
[2004, inproceedings] (BIB)
Moënne-Loccoz, N., Bruno, E., & Marchand-Maillet, S. (2004). Video Content Representation as Salient Regions of Activity. In Proceedings of the International Conference on Image and Video Retrieval, Dublin, Ireland.
[2004, inproceedings| Download] (BIB)
Kosinov, S., & Marchand-Maillet, S. (2004). Hierarchical Ensemble Learning For Multimedia Categorization AndAutoannotation. In Proceedings of the 2004 {IEEE} Signal Processing Society Workshop({MLSP} 2004), São Lu{í}s, Brazil.
[2004, inproceedings| Download] (BIB)
Kosinov, S., & Marchand-Maillet, S. (2004). Multimedia autoannotation via hierarchical semantic ensembles. In Proceedings of the Int. Workshop on Learning for Adaptable VisualSystems ({LAVS} 2004), Cambridge, UK.
[2004, inproceedings] (BIB)
Kosinov, S., & Marchand-Maillet, S. (2004). Evaluation of distance-based discriminant analysis and its kernelizedextension in visual object recognition. In Proceedings of the 7th International on signal/image processing andpattern recognition ({UkrObraz} 2004), Kijiv, Ukraine.
[2004, inproceedings| Download] (BIB)
Kosinov, S., Marchand-Maillet, S., & Pun, T. (2004). Iterative majorization approach to the distance-based discriminantanalysis. In Proceedings of the 28th Annual Conference of the {GfKl} 2004, Dortmund, Germany.
[2004, inproceedings| Download] (BIB)
Kosinov, S., Marchand-Maillet, S., & Pun, T. (2004). Visual object categorization using distance-based discriminant analysis. In Proceedings of the 4th International Workshop on Multimedia Data and Document Engineering, Washington, DC.
[2004, inproceedings] (BIB)
Pallotta, V., Ballim, A., Marchand-Maillet, S., & Lisowska, A. (2004). Towards Meeting Information Sytems: Meeting Knowledge Management. In Proceedings of the International Conference on Enterprise InformationSytems {(ICEIS 04)}, Porto, Portugal.
[2003, inproceedings] (BIB)
Jelmini, C., & Marchand-Maillet, S. (2003). {DEVA}: an extensible ontology-based annotation model for visualdocument collections. In Proceedings of {SPIE} Photonics West, Electronic Imaging 2002, InternetImaging {IV}, Santa Clara, CA, USA.
[2003, inproceedings| Download] (BIB)
Bruno, E., & Marchand-Maillet, S. (2003). Prédiction Temporelle de Descripteurs Visuels pour la Mesurede Similarité entre Vidéos. In Proceedings of the GRETSI'03, Paris, France.
[2003, inproceedings| Download] (BIB)
Bruno, E., & Marchand-Maillet, S. (2003). Nonlinear Temporal Modeling for Motion-based Video Overviewing. In Proceedings of the 3rd International Workshop on Content-Based MultimediaIndexing, CBMI'03, Rennes, France.
[2003, inproceedings] (BIB)
Müller, H., Geissbuhler, A., & Marchand-Maillet, S. (2003). Extension to the Multimedia Retrieval Markup Language: A communicationprotocol for content-based image retrieval. In Proceedings of the 3rd International Workshop on Content-Based MultimediaIndexing, CBMI'03, Rennes, France.
[2003, inproceedings| Download| Download another format] (BIB)
Müller, H., Müller, W., Marchand-Maillet, S., Squire, D. M., & Pun, T. (2003). A framework for benchmarking in visual information retrieval. In Int. Journal on Multimedia Tools and Applications (Kluwer), SpecialIssue on Multimedia Information Retrieval.
[2003, inproceedings| Download] (BIB)
Kosinov, S., & Marchand-Maillet, S. (2003). Overview of approaches to semantic augmentation of multimedia databasesfor efficient access and content retrieval. In Proceedings of the 1st International Workshop on Adaptive MultimediaRetrieval (AMR 2003), Hamburg.
[2002, inproceedings| Download] (BIB)
Bruno, E., & Pellerin, D. (2002). Video shot detection based on temporal linear prediction of motion. In Proceedings of the IEEE International Conference on Multimedia andExposition (ICME), Lausanne, Switzerland.
[2002, inproceedings| Download] (BIB)
Bruno, E., & Pellerin, D. (2002). Video structuring, indexing and retrieval based on global motionwavelet coefficients. In Proceedings of International Conference of Pattern Recognition (ICPR), Quebec City, Canada.
[2002, inproceedings] (BIB)
Müller, H., Marchand-Maillet, S., & Pun, T. (2002). The Truth About {C}orel -- Evaluation in Image Retrieval. In Proceedings of The Challenge of Image and Video Retrieval {(CIVR2002)}, London, UK.
[2002, inproceedings] (BIB)
Marchand-Maillet, S. (2002). {CBIR} in Geneva: Past, Present and Future. In Meeting Content-Based Image and Video Retrieval (Dagstuhl seminar)- (Invited).
[2002, inproceedings] (BIB)
Marchand-Maillet, S. (2002). Construction of a Formal Multimedia Benchmark. In Proceedings of the European Signal Processing Conference {(EUSIPCO2002)}, Toulouse, France.
[2002, inproceedings] (BIB)
Louchnikova, T., & Marchand-Maillet, S. (2002). Flexible Image Decomposition for Multimedia Indexing and Retrieval. In Proceedings of {SPIE} Photonics West, Electronic Imaging 2002, InternetImaging {III}, San Jose, USA.
[2002, inproceedings] (BIB)
Pfund, T., & Marchand-Maillet, S. (2002). A Dynamic Multimedia Annotation Tool. In Proccedings of {SPIE} Photonics West, Electronic Imaging 2002, InternetImaging {III}, San Jose, USA.
[2001, conference| Download] (BIB)
Bruno, E., & Pellerin, D. (2001). Global motion model based on \textsc{B}-spline wavelets : application to motion estimation and video indexing. In Proc. of the 2nd Int. Symposium. on Image and Signal Processing and Analysis, ISPA'01.
[2001, inproceedings] (BIB)
Bruno, E., Moënne-Loccoz, N., & Marchand-Maillet, S. (2001). Unsupervised Event Discrimination Based on Nonlinear Temporal Modellingof Activity. In Pattern Analysis and Application {(PAA)}, special issue on VideoBased Event Detection, to appear.
[2001, inproceedings| Download] (BIB)
Müller, H., Müller, W., Squire, D. M., Marchand-Maillet, S., & Pun, T. (2001). Automated Benchmarking in Content-based Image Retrieval. In Proceedings of the 2001 IEEE International Conference on Multimediaand Expo (ICME2001), Tokyo, Japan.
[2001, inproceedings] (BIB)
Müller, H., Müller, W., Marchand-Maillet, S., Squire, D. M., & Pun, T. (2001). A Web-Based Evaluation System for Content-Based Image Retrieval. In Proceedings of the {ACM} Multimedia Workshop on Multimedia InformationRetrieval {(ACM} {MIR} 2001), Ottawa, Canada.
[2001, inproceedings| Download| Download another format] (BIB)
Pereira, S., Voloshynovskiy, S., Madueño, M., Marchand-Maillet, S., & Pun, T. (2001). Second generation benchmarking and application oriented evaluation. In Information Hiding Workshop, Pittsburgh, PA, USA.
[2001, inproceedings] (BIB)
Marchand-Maillet, S. (2001). Performance Evaluation in Content-Based Image Retrieval. In Multimedia Content-Based Indexing and Retrieval {(MMCBIR} 2001), INRIA Rocquencourt, Paris, France.
[2001, inproceedings| Download] (BIB)
Marchand-Maillet, S., Lasri, N., Müller, H., Müller, W., & Pun, T. (2001). The Reality of Content-based Image Retrieval. In Proceeding of the meeting Suchbilder, Berlin, Germany.
[2000, inproceedings] (BIB)
Bruno, E., & Pellerin, D. (2000). Global Motion Fourier Series Expansion for Video Indexing and Retrieval. In VISUAL '00: Proceedings of the 4th International Conference on Advances in Visual Information Systems, London, UK.
[2000, inproceedings| Download| Download another format] (BIB)
Müller, H., Müller, W., Squire, D. M., Marchand-Maillet, S., & Pun, T. (2000). Lernen von Merkmalsgewichtungen beim inhaltsbasierten Suchen in grossenBilddatenbanken (Content-based image retrieval). In Proceedings of the Fachwissenschaftlicher Informatik-Kongress, Bad Schussenried, Germany.
[2000, inproceedings| Download| Download another format] (BIB)
Müller, H., Müller, W., Squire, D. M., Marchand-Maillet, S., & Pun, T. (2000). Learning features weights from user behavior in Content-Based ImageRetrieval. In ACM SIGKDD International Conference on Knowledge Discovery and DataMining (Workshop on Multimedia Data Mining MDM/KDD2000), Boston, MA, USA.
[2000, inproceedings| Download| Download another format] (BIB)
Müller, H., Müller, W., Squire, D. M., c, Z. P., Marchand-Maillet, S., & Pun, T. (2000). An Open Framework for Distributed Multimedia Retrieval. In Recherche d'Informations Assistée par Ordinateur (RIAO'2000) Computer-AssistedInformation Retrieval, Paris, France.
[2000, inproceedings| Download| Download another format] (BIB)
Müller, H., Müller, W., Marchand-Maillet, S., & Squire, D. M. (2000). Strategies for positive and negative relevance feedback in imageretrieval. In Proceedings of the International Conference on Pattern Recognition(ICPR'2000), Barcelona, Spain.
[2000, inproceedings| Download| Download another format] (BIB)
Müller, W., Müller, H., Marchand-Maillet, S., Pun, T., Squire, D. M., & c, Z. P., et al. (2000). {MRML}: A Communication Protocol for Content-Based Image Retrieval. In International Conference on Visual Information Systems (Visual 2000), Lyon, France.
[2000, inproceedings] (BIB)
Müller, W., Müller, H., Marchand-Maillet, S., Pun, T., Squire, D. M., & c, Z. P., et al. (2000). MRML: A communication protocol for content-based multimedia retrieval. In Proposal, ISO/IEC JTC1/SC29/WG11, MPEG00/M6099, Int. Organiz. forStandardization, Coding of Moving Pictures and Associated Audio, Geneva.
[2000, inproceedings| Download| Download another format] (BIB)
Müller, W., Marchand-Maillet, S., Müller, H., & Pun, T. (2000). Towards a fair benchmark for image browsers. In SPIE Photonics East, Voice, Video, and Data Communications, Boston, MA, USA.
[2000, inproceedings| Download| Download another format] (BIB)
Müller, W., c, Z. P., Müller, H., Marchand-Maillet, S., Pun, T., & Squire, D. M., et al. (2000). MRML: An Extensible Communication Protocol for Interoperability andBenchmarking of Multimedia Information Retrieval Systems. In SPIE Photonics East - Voice, Video, and Data Communications, Boston, MA, USA.
[1999, inproceedings| Download| Download another format] (BIB)
Squire, D. M., Müller, H., & Müller, W. (1999). Improving Response Time by Search Pruning in a Content-Based ImageRetrieval System, Using Inverted File Techniques. In IEEE Workshop on Content-based Access of Image and Video Libraries(CBAIVL-99), Fort Collins, Colorado, USA.
[1999, inproceedings| Download| Download another format] (BIB)
Squire, D. M., Müller, W., & Müller, H. (1999). Relevance feedback and term weighting schemes for content-based imageretrieval. In Third International Conference On Visual Information Systems, Amsterdam, The Netherlands.
[1999, inproceedings| Download| Download another format] (BIB)
Squire, D. M., Müller, W., Müller, H., & Raki, J. (1999). Content-based query of image databases, inspirations from text retrieval:inverted files, frequency-based weights and relevance feedback. In The 11th Scandinavian Conference on Image Analysis, Kangerlussuaq, Greenland.
[1999, inproceedings| Download| Download another format] (BIB)
Müller, H., Squire, D. M., Müller, W., & Pun, T. (1999). Efficient access methods for content-based image retrieval with invertedfiles. In Multimedia Storage and Archiving Systems IV (VV02), Boston, Massachusetts, USA.
[1999, inproceedings| Download] (BIB)
Müller, H., Squire, D. M., Müller, W., & Pun, T. (1999). Content-based image retrieval, bildinhaltsbasiertes Suchen in großenBilddatenbanken. In Informatiktage 99, Bad Schussenried, Germany.
[1999, inproceedings| Download| Download another format] (BIB)
Müller, W., Squire, D. M., Müller, H., & Pun, T. (1999). Hunting moving targets: an extension to {B}ayesian methods in multimediadatabases. In Multimedia Storage and Archiving Systems IV (VV02), Boston, Massachusetts, USA.
[1998, inproceedings] (BIB)
Squire, D. M. (1998). Using human partitionings of image sets to learn a similarity-baseddistance measure for the organization of image databases. In Multimedia Storage and Archiving Systems III (VV02), Boston, Massachusetts, USA.
[1998, inproceedings| Download| Download another format] (BIB)
Squire, D. M. (1998). Learning a similarity-based distance measure for image database organizationfrom human partitionings of an image set. In Fourth IEEE Workshop on Applications of Computer Vision (WACV'98), Princeton, NJ, USA.
[1997, inproceedings| Download| Download another format] (BIB)
Squire, D. M., & Pun, T. (1997). A Comparison of Human and Machine Assessments of Image Similarityfor the Organization of Image Databases. In The 10th Scandinavian Conference on Image Analysis, Lappeenranta, Finland.
[1996, inproceedings] (BIB)
Rauber, C., Tschudin, P., Startchik, S., & Pun, T. (1996). Archival and retrieval of historical watermark images. In ICIP'96, IEEE International Conference on Image Processing, Lausanne, Switzerland.
[1996, inproceedings] (BIB)
Rauber, C., Tschudin, P., Startchik, S., & Pun, T. (1996). Archivage et recherche d'images de filigranes. In CNED'96, 4ème Coll. National sur l'Ecrit et le Document, Nantes, France.
[1996, inproceedings] (BIB)
Rauber, C., Tschudin, P., Startchik, S., & Pun, T. (1996). Archival and retrieval for large image databases: application to an historical watermarks archive. In Objects Applications.

Technical Reports

[2009, techreport| Download] (BIB)
Szekely, E., Bruno, E., & Marchand-Maillet, S. (2009). Collection guiding: review of the main strategies fro multimedia collection browsing (No. 09.01). Route de Drize, 7, CH-1227, Carouge, Switzerland: Viper group - CVMLab, Dept of Computer Science, University of Geneva.
[2008, techreport| Download] (BIB)
Szekely, E., Bruno, E., & Marchand-Maillet, S. (2008). Unsupervised Dimension Reduction of High-Dimensional Data for Cluster Preservation (No. 08.01). Route de Drize, 7, CH-1227, Carouge, Switzerland: Viper group - CVMLab, Dept of Computer Science, University of Geneva.
[2006, techreport| Download] (BIB)
Kosinov, S., & Marchand-Maillet, S. (2006). Dual diffusion model of spreading activation for content-based image retrieval (No. 06.01). Rue Général Dufour, 24, CH-1211, Geneva, Switzerland: Computer Vision and Multimedia Laboratory, Computing Centre, University of Geneva.
[2003, techreport] (BIB)
Jelmini, C., & Marchand-Maillet, S. (2003). The Semantic Web Knowledge Base ({SWKB}), an {OWL} reasoning toolwith retractable inference Rue Général Dufour, 24, CH-1211, Geneva, Switzerland: Computer Vision and Multimedia Laboratory, Computing Centre, Universityof Geneva.
[2003, techreport] (BIB)
Moënne-Loccoz, N. (2003). Characterizing activity in video shots based on salient points (No. 03.04). rue General Dufour, 24, CH-1211, Geneva, Switzerland: Computer Vision and Multimedia Laboratory, Computing Centre, University of Geneva.
[2003, techreport] (BIB)
Kosinov, S. (2003). Visual object recognition using distance-based discriminant analysis (No. 03.07). Rue Général Dufour, 24, CH-1211, Geneva, Switzerland: Computer Vision and Multimedia Laboratory, Computing Centre, University of Geneva.
[2003, techreport] (BIB)
Marchand-Maillet, S. (2003). MRML: Steps towards version 2 (No. 03.02). rue General Dufour, 24, CH-1211, Geneva, Switzerland: Computer Vision and Multimedia Laboratory, Computing Centre, University of Geneva.
[2003, techreport] (BIB)
Marchand-Maillet, S. (2003). Collection guiding Rue Général Dufour, 24, CH-1211, Geneva, Switzerland: Computer Vision and Multimedia Laboratory, Computing Centre, University of Geneva.
[2003, techreport] (BIB)
Marchand-Maillet, S. (2003). Meeting Record Modelling for Enhanced Browsing (No. 03.01). rue General Dufour, 24, CH-1211, Geneva, Switzerland: Computer Vision and Multimedia Laboratory, Computing Centre, University of Geneva.
[2003, techreport] (BIB)
Bouzerda, T., & Marchand-Maillet, S. (2003). A flexible framework for the development of XML protocols: Applications to MRML (No. 03.03). rue General Dufour, 24, CH-1211, Geneva, Switzerland: Computer Vision and Multimedia Laboratory, Computing Centre, University of Geneva.
[2001, techreport| Download| Download another format] (BIB)
Müller, H., Müller, W., Marchand-Maillet, S., Squire, D. M., & Pun, T. (2001). Automated benchmarking in content-based image retrieval (No. 01.01). University of Geneva.
[2000, techreport| Download| Download another format] (BIB)
Müller, H., Müller, W., Squire, D. M., Marchand-Maillet, S., & Pun, T. (2000). Strategies for positive and negative relevance feedback in image retrieval (No. 00.01). rue Général Dufour, 24, CH-1211 Genève, Switzerland: Computer Vision Group, Computing Centre, University of Geneva.
[2000, techreport| Download| Download another format] (BIB)
Müller, H., Müller, W., Squire, D. M., Marchand-Maillet, S., & Pun, T. (2000). Long-Term Learning from User Behavior in Content-Based Image Retrieval (No. 00.04). rue Général Dufour, 24, CH-1211 Genève, Switzerland: Computer Vision Group, Computing Centre, University of Geneva.
[2000, techreport| Download| Download another format] (BIB)
Müller, H., Müller, W., Squire, D. M., c, Z. P., Marchand-Maillet, S., & Pun, T. (2000). An Open Framework for Distributed Multimedia Retrieval (No. 00.03). rue Général Dufour, 24, CH-1211 Genève, Switzerland: Computer Vision Group, Computing Centre, University of Geneva.
Marchand-Maillet, S. (2000). Content-Based Video Retrieval: An Overview (No. 00.06). Geneva, Switzerland: CUI - University of Geneva.
[2000, techreport| Download| Download another format] (BIB)
Müller, W., Müller, H., Marchand-Maillet, S., Pun, T., Squire, D. M., & c, Z. P., et al. (2000). {MRML}: A Communication Protocol for Content-Based Image Retrieval (No. 00.02). rue Général Dufour, 24, CH-1211 Genève, Switzerland: Computer Vision Group, Computing Centre, University of Geneva.
[1999, techreport| Download| Download another format] (BIB)
Squire, D. M., Müller, H., & Müller, W. (1999). Improving Response Time by Search Pruning in a Content-Based Image Retrieval System, Using Inverted File Techniques (No. 99.01). rue Général Dufour, 24, CH-1211 Genève, Switzerland: Computer Vision Group, Computing Centre, University of Geneva.
[1999, techreport| Download| Download another format] (BIB)
Müller, H., Squire, D. M., Müller, W., & Pun, T. (1999). Efficient access methods for content-based image retrieval with inverted files (No. 99.02). rue Général Dufour, 24, CH-1211 Genève, Switzerland: Computer Vision Group, Computing Centre, University of Geneva.
[1999, techreport| Download| Download another format] (BIB)
Müller, H., Müller, W., Squire, D. M., & Pun, T. (1999). Performance Evaluation in Content-Based Image Retrieval: Overview and Proposals (No. 99.05). rue Général Dufour, 24, CH-1211 Genève, Switzerland: Computer Vision Group, Computing Centre, University of Geneva.
[1999, techreport| Download| Download another format] (BIB)
Müller, W., Squire, D. M., Müller, H., & Pun, T. (1999). Hunting moving targets: an extension to {B}ayesian methods in multimedia databases (No. 99.03). rue Général Dufour, 24, CH-1211 Genève, Switzerland: Computer Vision Group, Computing Centre, University of Geneva.
[1999, techreport| Download| Download another format] (BIB)
Müller, W., c, Z. P., de Vries, A. P., Squire, D. M., Müller, H., & Pun, T. (1999). {MRML}: Towards an extensible standard for multimedia querying and benchmarking (Draft Proposal) (No. 99.04). rue Général Dufour, 24, CH-1211 Genève, Switzerland: Computer Vision Group, Computing Centre, University of Geneva.
[1998, techreport| Download| Download another format] (BIB)
Squire, D. M. (1998). Generalization performance of factor analysis techniques used for image database organization (No. 98.01). rue Général Dufour, 24, CH-1211 Genève, Switzerland: Computer Vision Group, Computing Centre, University of Geneva.
[1998, techreport| Download| Download another format] (BIB)
Squire, D. M. (1998). Learning a similarity-based distance measure for image database organization from human partitionings of an image set (No. 98.03). rue Général Dufour, 24, CH-1211 Genève, Switzerland: Computer Vision Group, Computing Centre, University of Geneva.
[1998, techreport| Download| Download another format] (BIB)
Squire, D. M., Müller, W., & Müller, H. (1998). Relevance feedback and term weighting schemes for content-based image retrieval (No. 98.05). rue Général Dufour, 24, CH-1211 Genève, Switzerland: Computer Vision Group, Computing Centre, University of Geneva.
[1998, techreport| Download| Download another format] (BIB)
Squire, D. M., Müller, W., Müller, H., & Raki, J. (1998). Content-based query of image databases, inspirations from text retrieval: inverted files, frequency-based weights and relevance feedback (No. 98.04). rue Général Dufour, 24, CH-1211 Genève, Switzerland: Computer Vision Group, Computing Centre, University of Geneva.
[1997, techreport| Download| Download another format] (BIB)
Squire, D. M., & Caelli, T. M. (1997). Invariance Signatures: Characterizing contours by their departures from invariance (No. 97.04). rue Général Dufour, 24, CH-1211 Genève, Switzerland: Computer Vision Group, Computing Centre, University of Geneva.
[1997, techreport| Download| Download another format] (BIB)
Squire, D. M., & Pun, T. (1997). Using human partitionings of an image set to learn a similarity-based distance measure (No. 97.06). rue Général Dufour, 24, CH-1211 Genève, Switzerland: Computer Vision Group, Computing Centre, University of Geneva.
[1997, techreport| Download| Download another format] (BIB)
Squire, D. M., & Pun, T. (1997). Assessing Agreement Between Human and Machine Clusterings of Image Databases (No. 97.03). rue Général Dufour, 24, CH-1211 Genève, Switzerland: Computer Vision Group, Computing Centre, University of Geneva.

PhD thesis

[2007, phdthesis| Download] (BIB)
Janvier, B. ((2007). Towards Automatic Semantic Multimedia Structuring and Retrieval.). Unpublished PhD Thesis.
[2005, phdthesis| Download] (BIB)
Moënne-Loccoz, N. ((2005). Dynamiques des Composantes Visuelles pour la Gestion de Documents Vid éo par le Contenu.). Unpublished PhD Thesis.
[2005, phdthesis] (BIB)
Kosinov, S. ((2005). Machine Learning Approach to Semantic Augmentation of Multimedia Documents for Efficient Access and Retrieval.). Unpublished PhD Thesis.
[2002, phdthesis] (BIB)
Müller, H. ((2002). User interaction and evaluation in content-based visual information retrieval.). Unpublished PhD Thesis , Geneva, Switzerland.
[2001, phdthesis] (BIB)
Müller, W. ((2001). Design and implementation of a flexible Content--Based Image Retrieval Framework - The GNU Image Finding Tool.). Unpublished PhD Thesis , Geneva, Switzerland.
[1998, phdthesis| Download] (BIB)
Rauber, C. ((1998). Acquisition, archivage et recherche de documents accessibles par le contenu: application à la gestion d'une base de données d'images de filigranes.). Unpublished PhD Thesis , Switzerland.
[1998, phdthesis| Download] (BIB)
Startchik, S. ((1998). Geometric and Illumination Invariant Object Representation: Application to Content-based Image Retrieval.). Unpublished PhD Thesis , Switzerland.

Student Reports

[2007, mastersthesis] (BIB)
Fakhfouri, A. ((2007). Gestion de contenu pour la TV numérique.). Unpublished Master's Dissertation.
[2007, mastersthesis] (BIB)
Ernst, J. ((2007). Web<img>Seek : Un moteur d'indexation et de recherche d'images sur le Web basé sur les informations textuelles et visuelles.). Unpublished Master's Dissertation.
[2006, mastersthesis] (BIB)
Laskowski, M. ((2006). Optimising interaction in multimedia content description processes using structured knowledge.). Unpublished Master's Dissertation.
[2006, mastersthesis] (BIB)
Jordan, P. ((2006). Long term usage of interaction log in content-based retrieval systems via LSI.). Unpublished Master's Dissertation , Geneva, Switzerland.
[2005, mastersthesis] (BIB)
Strumiello, O. ((2005). VidaView : Interface optimale pour la visualisation multimodale de vidéo segmentée.). Unpublished Master's Dissertation.
[2004, mastersthesis] (BIB)
Heuberger, J. ((2004). Descripteur sémantique pour l'indexation de vidéos: détection de visages (Face detection in video sequences).). Unpublished Master's Dissertation.
[2004, mastersthesis] (BIB)
Chekroun, O. ((2004). Partitionnement d'image robuste pour l'indexation par région (Robust image segmentation).). Unpublished Master's Dissertation.
[2004, mastersthesis] (BIB)
Campelo, R. ((2004). Collection guiding.). Unpublished Master's Dissertation.
[2003, mastersthesis] (BIB)
Annen, F. ((2003). GIFT: Mode'lisation et propositions d'évolution.). Unpublished Master's Dissertation.
[2002, mastersthesis] (BIB)
Jelmini, C. ((2002). DEVA: Un modèle d'annotation flexible pour les collections de documents visuels.). Unpublished Master's Dissertation.
[2001, misc| Download] (BIB)
Chabloz, N. (2001). Création D'un Client Pour Le Système de Recherche D'images {\it Viper}.
[2001, misc] (BIB)
Crotta, R. (2001). Le Développement D'outils de Recherche Dans Une Base de Données Multimédia.
[2001, mastersthesis| Download] (BIB)
Louchnikova, T. ((2001). Segmentation {d'Images} Interactive.). Unpublished Master's Dissertation.
[2001, misc| Download] (BIB)
Pfund, T. (2001). Création D'une Interface Web Dynamique Pour L'annotation D'images.
[2000, misc] (BIB)
Luoni, C. (2000). Development of an Interface to a Database Storing the Features of a Multimedia Retrieval System.
[1999, mastersthesis| Download| Download another format] (BIB)
Raki, J. ((1999). Utilisation d'un protocole de communication et d'une structure de fichier inversé pour la recherche dans une base de données d'images.). Unpublished Master's Dissertation.
[1998, misc] (BIB)
De~Giacomi, A. (1998). Structures d'indexation efficaces pour archivage / recherche dans des bases de données multimédia.
[1997, misc] (BIB)
Raki, J. (1997). Parallélisation de la recherche d'images de filigranes.
[1997, mastersthesis] (BIB)
Petrucci, L. ((1997). Interfaces d'archivage et de recherche pour la post-production de documents vidéo.). Unpublished Master's Dissertation.

research/publications.txt · Last modified: 2016/10/04 10:08 by marchand
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Keywords: machine learning, information geometry, data mining, Big Data, affective information retrieval (recherche d'information), information visualisation, content-based image and video retrieval (CBIR, CBR, CBVR, CBMR, CBMIR), information mining, classification, multimedia and multimodal information management, semantic web, knowledge base (RDF, OWL, XML, metadata, auto-annotation, description), multimodal information fusion