Bibliography

Major publications by the team in recent years

[1]

E. Arnaud, E. Mémin, B. Cernuschi-Frias.
Conditional filters for image sequence based tracking - Application to point tracking, in: IEEE Trans. on Image Processing, 2005, vol. 14, n^o 1, p. 63–79.

[2]

F. Bavencoff, J.-M. Vanpeperstraete, J.-P. Le Cadre.
Constrained bearings-only target motion analysis via Monte Carlo Markov chain methods, in: IEEE Trans. on Aerospace and Electronic Systems, 2006, vol. 42, n^o 4, p. 1240–1263.

[3]

J. Boulanger, C. Kervrann, P. Bouthemy, P. Elbau, J.-B. Sibarita, J. Salamero.
Patch-based non-local functional for denoising fluorescence microscopy image sequences, in: IEEE Trans. on Medical Imaging, 2009, vol. 28, n^o 12.

[4]

P. Bouthemy, C. Hardouin, G. Piriou, J. Yao.
Mixed-state auto-models and motion texture modeling, in: Journal of Mathematical Imaging and Vision, 2006, vol. 25, n^o 3, p. 387–402.

[5]

T. Corpetti, D. Heitz, G. Arroyo, E. Mémin, A. Santa-Cruz.
Fluid experimental flow estimation based on an optical-flow scheme, in: Int. J. Experiments in Fluid, 2006, vol. 40, n^o 1, p. 80–97.

[6]

T. Corpetti, E. Mémin, P. Pérez.
Dense estimation of fluid flows., in: IEEE Trans. on Pattern Analysis and Machine Intelligence, March 2002, vol. 24, n^o 3, p. 365-380.

[7]

C. Hue, J.-P. Le Cadre, P. Pérez.
Posterior Cramer-Rao bounds for multi-target tracking, in: IEEE Trans. on Aerospace and Electronic Systems, 2006, vol. 42, n^o 1, p. 37–50.

[8]

C. Kervrann, J. Boulanger.
Optimal spatial adaptation for patch-based image denoising, in: IEEE Trans. on Image Processing, 2006, vol. 15, n^o 10, p. 2866–2878.

[9]

C. Kervrann, A. Trubuil.
Optimal level curves and minimizers of cost functionals in image segmentation, in: Journal of Mathematical Imaging and Vision, 2002, vol. 17, n^o 2, p. 153–174.

[10]

I. Laptev.
On space-time interest points, in: Int. J. Computer Vision, 2005, vol. 64, n^o 2, p. 107–123.

[11]

P. Pérez, J. Vermaak, A. Blake.
Data fusion for visual tracking with particles, in: Proc. IEEE, 2004, vol. 92, n^o 3, p. 495–513.

[12]

T. Veit, F. Cao, P. Bouthemy.
An a contrario decision framework for region-based motion detection, in: International Journal on Computer Vision, 2006, vol. 68, n^o 2, p. 163–178.

Publications of the year

Doctoral Dissertations and Habilitation Theses

[13]

V. Badrinarayanan.
Probabilistic graphical models for visual tracking of objects, université de Rennes 1, Mention Informatique, avril 2009
http://www.irisa.fr/vista/Papers/2009_thesis_vijay.pdf, Ph. D. Thesis.

[14]

E. Dexter.
Modélisation de l'auto-similarité dans les vidéos : Application à la synchronisation de scènes et à la reconnaissance d'actions, université de Rennes 1, Mention Informatique, décembre 2009, Ph. D. Thesis.

[15]

A. Hervieu.
Analyse de trajectoires vidéos à l'aide de modélisations markoviennes pour la reconnaissance de contenus, université de Rennes 1, Mention Traitement du Signal et des Télécommunications, mars 2009
http://www.irisa.fr/vista/Papers/2009_these_hervieu.pdf, Ph. D. Thesis.

Articles in International Peer-Reviewed Journal

[16]

V. Auvray, P. Bouthemy, J. Lienard.
Joint motion estimation and layer segmentation in transparent image sequences - Application to noise reduction in X-ray image sequences, in: EURASIP Journal on Advances in Signal Processing, 2009
http://www.irisa.fr/vista/Papers/2009_eurasip_auvray.pdf.

[17]

J. Boulanger, C. Kervrann, P. Bouthemy.
A simulation and estimation framework for intracellular dynamics and trafficking in video-microscopy and fluorescence imagery, in: Medical Image Analysis, 2009, vol. 13, p. 132-142
http://www.irisa.fr/vista/Papers/2009_MedIA_boulanger.pdf.

[18]

J. Boulanger, C. Kervrann, P. Bouthemy, P. Elbau, J.-B. Sibarita, J. Salamero.
Patch-based non-local functional for denoising fluorescence microscopy image sequences, in: IEEE Trans. on Medical Imaging, 2009, vol. 28, n^o 12
http://www.irisa.fr/vista/Papers/2009_TMI_Boulanger.pdf.

[19]

A. Bugeau, P. Pérez.
Detection and segmentation of moving objects in complex scenes, in: Comput. Vis. Image Understanding, 2009, vol. 113, n^o 4, p. 459–476
http://www.irisa.fr/vista/Papers/2009_cviu_bugeau.pdf.

[20]

P. Coupé, P. Hellier, C. Kervrann, C. Barillot.
NonLocal Means-based speckle filtering for ultrasound images, in: IEEE Trans. on Image Processing, 2009, vol. 18, n^o 10, p. 2221-2229.

[21]

A. Criminisi, T. Sharp, C. Rother, P. Pérez.
Geodesic Image and Video Editing, in: ACM Trans. Graphics, 2009.

[22]

I. Junejo, E. Dexter, I. Laptev, P. Pérez.
View-Independent Action Recognition from Temporal Self-Similarities, in: IEEE Trans. on Pattern Analysis and Machine Intelligence, 2009.

[23]

I. Laptev.
Improving object detection with boosted histograms, in: Image and Vision Computing, 2009, vol. 27, n^o 5, p. 535-544
http://www.irisa.fr/vista/Papers/2009_ivc_laptev.pdf.

Articles in National Peer-Reviewed Journal

[24]

A. Hervieu, P. Bouthemy, J.-P. Le Cadre.
Reconnaissance d'évènements vidéos par l'analyse de trajectoires à l'aide de modèles de Markov, in: Traitement du Signal, 2009, vol. 26, n^o 3, p. 187-197
http://www.irisa.fr/vista/Papers/2009_TdS_hervieu.pdf.

International Peer-Reviewed Conference/Proceedings

[25]

C. Avenel, E. Memin, P. Pérez.
Tracking closed curves with non-linear stochastic filters, in: Conf. on Scale Space and Variational Methods (SSVM'09), Voss, Norway, June 2009, p. 576-587
http://www.irisa.fr/vista/Papers/2009_ssvm_avenel.pdf.

[26]

S. Blestel, C. Kervrann, D. Chrétien.
A Fourier-based method for detecting curved microtubule centers: application to straightening of cryo-electron microscope images, in: Proc. IEEE Int. Symp. on Biomedical Imaging: from nano to macro (ISBI'09), Boston, MA, June 2009
http://www.irisa.fr/vista/Papers/2009_isbi_blestel.pdf.

[27]

A. Chessel, B. Cinquin, S. Bardin, J. Salamero, C. Kervrann.
Computational geometry-based scale-space and modal image decomposition: application to light video-microscopy imaging, in: Conf. on Scale Space and Variational Methods (SSVM'09), Voss, Norway, June 2009, p. 770-781
http://www.irisa.fr/vista/Papers/2009_ssvm_chessel.pdf.

[28]

A. Chessel, T. Pécot, S. Bardin, C. Kervrann, J. Salamero.
Evaluation of image sequences additive decomposition algorithms for membrane analysis in fluorescence video-microscopy, in: Proc. IEEE Int. Symp. on Biomedical Imaging: from nano to macro (ISBI'09), Boston, MA, June 2009
http://www.irisa.fr/vista/Papers/2009_isbi_chessel.pdf.

[29]

T. Crivelli, P. Bouthemy, B. Cernuschi-Frias, J. Yao.
Learning mixed-state Markov models for statistical motion texture tracking, in: Proc. ICCV'09, Int. Workshop on Machine Learning for Vision-based Motion Analysis (MLVMA'09), Kyoto, Japan, October 2009.

[30]

E. Dexter, P. Pérez, I. Laptev.
Multi-view synchronization of human actions and dynamic scenes, in: Proc. British Machine Vision Conference (BMVC'09), London, UK, September 2009.

[31]

E. Dexter, P. Pérez, I. Laptev, I. N. Junejo.
View-independent video synchronization from temporal self-similarities, in: Proc. Int. Conf. on Computer Vision Theory and Applications (VISAPP'09), Lisboa, Portugal, February 2009, vol. 2, p. 383-391.

[32]

O. Duchenne, I. Laptev, J. Sivic, F. Bach, J. Ponce.
Automatic annotation of human actions in video, in: Proc. Int. Conf. Comp. Vis.(ICCV'09), Kyoto, Japan, October 2009.

[33]

M. Fradet, P. Pérez, P. Robert.
Clustering point trajectories with various life-spans, in: Proc. Eur. Conf. on Visual Media Production (CVMP'09), London, UK, November 2009
http://www.irisa.fr/vista/Papers/2009_cvmp_fradet.pdf.

[34]

A. Hervieu, P. Bouthemy, J.-P. Le Cadre.
Trajectory-based handball video understanding, in: ACM Int. Conf. on Image and Video Retrieval (CIVR'2009), Santorini, Greece, July 2009, p. 1-8
http://www.irisa.fr/vista/Papers/2009_civr_hervieu.pdf.

[35]

C. Kervrann, J. Boulanger, T. Pécot, P. Pérez.
Discriminant random field and patch-based redundancy analysis for image change detection, in: Proc. IEEE Int. Workshop on Machine Learning for Signal Processing (MLSP'09), Grenoble, Fance, September 2009, p. 1-6
http://www.irisa.fr/vista/Papers/2009_MLSPD_Kervrann.pdf.

[36]

M. Marszalek, I. Laptev, C. Schmid.
Actions in context, in: Proc. Conf. Computer Vision and Pattern Recog. (CVPR'09), Miami Beach, Florida, June 2009, p. 2929-2936
http://www.irisa.fr/vista/Papers/2009_cvpr_marszalek.pdf.

[37]

T. Pécot, A. Chessel, S. Bardin, J. Salamero, P. Bouthemy, C. Kervrann.
Conditional random fields for object and background estimation in fluorescence video-microscopy, in: Proc. IEEE Int. Symp. on Biomedical Imaging: from nano to macro (ISBI'09), Boston, MA, June 2009
http://www.irisa.fr/vista/Papers/2009_isbi_pecot.pdf.

[38]

H. Singh, H. Jegou.
Searching with Expectations, in: Proc. of Int. Conf. Acoustics, Speech, and Signal Processing (ICASSP'10), Dallas, TX, March 2010.

[39]

H. Wang, M. Ullah, A. Kläser, I. Laptev, C. Schmid.
Evaluation of local spatio-temporal features for action recognition, in: Proc. British Machine Vision Conf. (BMVC'09), London, UK, September 2009.

National Peer-Reviewed Conference/Proceedings

[40]

E. Dexter, P. Pérez, I. Laptev, I. Junejo.
Synchronisation de vidéos, in: Proc. Journées Compression et Représentation des Signaux Audovisuels (CORESA'09), Toulouse, France, March 2009.

[41]

E. Dexter, P. Pérez, I. Laptev.
Synchronisation de séquences d'images Indépendamment des points de vue, in: Proc. Congrès Jeunes Chercheurs en Vision par Ordinateur (ORASIS'09), Trégastel, France, June 2009.

[42]

H. Jégou, M. Douze, C. Schmid.
Représentation compacte des sacs de mots pour l'indexation d'images, in: Reconnaissance des Formes et Intelligence Artificielle (RFIA'10), January 2010.

Workshops without Proceedings

[43]

S. Blestel, D. Chrétien, C. Kervrann.
Segmentation of fibers in cryo-electron tomograms, in: Colloque de la Société Francaise des Microscopies (SFmu'09), Paris, France, June 2009.

[44]

P. Guichard, A. Tassin, S. Blestel, C. Kervrann, S. Marco, D. Chrétien.
Daughter centriole morphogenesis and structural details of isolated human centrosomes revealed by cryo-electron tomography, in: Colloque de la Société Francaise des Microscopies (SFmu'09), Paris, France, June 2009.

References in notes

[45]

P. Bouthemy, E. François.
Motion segmentation and qualitative dynamic scene analysis from an image sequence, in: Int. Journal of Computer Vision, April 1993, vol. 10, n^o 2, p. 157-182.

[46]

A. Doucet, S. Godsill, C. Andrieu.
On sequential Monte Carlo sampling methods for Bayesian filtering, in: Statistics and Computing, 2000, vol. 10, n^o 3, p. 197-208.

[47]

R. Fablet, P. Bouthemy.
Non-parametric scene activity analysis for statistical retrieval with partial query, in: Journal of Mathematical Imaging and Vision, May 2001, vol. 14, n^o 3, p. 257-270.

[48]

M. Gelgon, P. Bouthemy.
A region-level motion-based graph representation and labeling for tracking a spatial image partition, in: Pattern Recognition, April 2000, vol. 33, n^o 4, p. 725-745.

[49]

F. Heitz, P. Bouthemy.
Multimodal estimation of discontinuous optical flow using Markov random fields, in: IEEE Trans. on Pattern Analysis and Machine Intelligence, December 1993, vol. 15, n^o 12, p. 1217-1232.

[50]

F. Heitz, P. Pérez, P. Bouthemy.
Multiscale minimization of global energy functions in some visual recovery problems, in: CVGIP : Image Understanding, 1994, vol. 59, n^o 1, p. 125-134.

[51]

M. Isard, A. Blake.
CONDENSATION–Conditional Density Propagation for Visual Tracking, in: Int. Journal of Computer Vision, 1998, vol. 29, n^o 1, p. 5-28.

[52]

G. Kitagawa.
Monte Carlo filter and smoother for non-Gaussian nonlinear state space models, in: J. Computational and Graphical Stat., 1996, vol. 5, n^o 1, p. 1-25.

[53]

I. Laptev.
Improvements of object detection using boosted histograms, in: Proc. British Machine Vision Conf. (BMVC'06), Edinburgh, U.-K., September 2006, p. 949-958.

[54]

E. Mémin, P. Pérez.
Hierarchical estimation and segmentation of dense motion fields, in: Int. Journal of Computer Vision, February 2002, vol. 46, n^o 2, p. 129-155.

[55]

E. Mémin, P. Pérez.
Dense estimation and object-based segmentation of the optical flow with robust techniques, in: IEEE Trans. on Image Processing, May 1998, vol. 7, n^o 5, p. 703-719.

[56]

J.-M. Odobez, P. Bouthemy.
Robust multiresolution estimation of parametric motion models, in: Journal of Visual Communication and Image Representation, December 1995, vol. 6, n^o 4, p. 348-365.

[57]

J.-M. Odobez, P. Bouthemy.
Direct incremental model-based image motion segmentation for video analysis, in: Signal Processing, 1998, vol. 6, n^o 2, p. 143-155.