Dynamic visual content analysis

Relevant publications

ROAM: a Rich Object Appearance Model with application to rotoscoping
O. Miksik, J.M. Pérez-Rua, Ph. Torr, P. Pérez
CVPR 2017 [page, code, video]

Determining occlusions from space and time image reconstructions
J-M Pérez-Rua, T. Crivelli, P. Pérez., P. Bouthemy
CVPR 2016

Visual object trapping
T. Crivelli, P. Pérez, L. Oisel
Computer Vision and Image Understanding, 153:3-15, 2016

Object-guided motion estimation
J.M. Pérez-Rua, T. Crivelli, P. Pérez
Computer Vision and Image Understanding, 153:88-99, 2016

Discovering motion hierarchies via tree-structured coding of trajectories
J.M. Pérez-Rua, T. Crivelli, P. Pérez, P. Bouthemy
BMVC 2016

Cotemporal multiview video segmentation
A. Djelouah, J.S. Franco, E. Boyer, P. Pérez, G. Drettakis
3DV 2016

Hierarchical motion decomposition for dynamic scene parsing
M. Pérez-Rua, T. Crivelli, P. Pérez, P. Bouthemy
ICIP 2016

Sparse multi-view consistency for object segmentation
A. Djelouah, J.S. Franco, F. Le Clerc, P. Pérez and E. Boyer
IEEE Trans. Pattern Anal. Machine Intell. , 37(9):1890-190, 2015

Robust optical flow integration
T. Crivelli, M. Fradet, P.-H. Conze, Ph. Robert, P. Pérez
IEEE Trans. Image Processing, 24(1):484-498, 2015

Perceptual principles for video classification with Slow Feature Analysis
Ch. Thériault, N. Thome, M. Cord and P. Pérez
IEEE J. Selec. Topics Signal Proc., 8(3): 428 - 437, 2014

Stochastic level set dynamics to track closed curves through image data
Ch. Avenel, E. Mémin, P. Pérez
J. Mathematical Imaging and Vision, 49(2): 296-316, 2014

Multi-View object segmentation in space and time
A. Djelouah, J.S. Franco, F. Le Clerc, P. Pérez and E. Boyer
ICCV 2013

N-tuple color segmentation for multi-view silhouette extraction
A. Djellouah, J.S. Franco, F. Le Clerc, P. Pérez and E. Boyer
ECCV 2012

View-independent action recognition from temporal self-similarities
I. Junejo, E. Dexter, I. Laptev, P. Pérez
IEEE Trans. Pattern Anal. Machine Intell. 33(1):172-185, 2011

Multiscale neighborhood-wise decision fusion for redundancy detection in image pairs
Ch. Kervrann , J. Boulanger , Th. Pécot, P. Pérez and J. Salamero
SIAM J. Multiscale Modeling and Simulation, 9(4): 1829-1865, 2011

Older publications on visual tracking

Stochastic filtering of level sets for curve tracking
C Avenel, E Memin, P Pérez
ICPR 2010

Tracking closed curves with non-linear stochastic filters
C. Avenel, E. Memin, P. Perez
SSVM 2009

Geometric layout based graphical model for multi-Part object tracking
V. Badrinarayanan, P. Pérez, F. Le Clerc, L. Oisel
ECCV-VS 2008

Robust tracking with motion estimation and local kernel-based color modeling
R. Venkatesh Babu, P. Pérez, P. Bouthemy
Image and Vision Computing, 25(8):1205-1216, 2007

Probabilistic color and adaptive multi-feature tracking with dynamically switched priority between cues
V. Badrinarayanan, P. Pérez, F. Le Clerc, L. Oisel
ICCV 2007

Retrieving actions in movies
I. Laptev, P. Pérez
ICCV 2007

On uncertainties, random features and object tracking
V. Badrinarayanan, P. Pérez, F. Le Clerc, L. Oisel
ICIP 2007

Kernel-based robust tracking for objects undergoing occlusion
R. Venkatesh Babu, P. Pérez, P. Bouthemy
ACCV 2006

An adaptive mixture color model for robust visual tracking
A. Lehuger, P. Lechat, P. Pérez
ICIP 2006

Robust tracking with motion estimation and kenel-based color modelling
R. Venkatesh Babu, P. Pérez, P. Bouthemy
ICIP 2005

Bayesian visual tracking with existence process
J. Vermaak, S. Maskell, M. Briers, P. Pérez
ICIP 2005

A unifying framework for multi-Target tracking and existence
J. Vermaak, S. Maskell, M. Briers, P. Pérez
Fusion 2005

Bayesian tracking with auxiliary discrete processes. Application to detection and tracking of objects with occlusions
P. Pérez, J. Vermaak
WDV 2005

Visual tracking and auxiliary discrete processes
P. Pérez, J. Vermaak
ASMDA 2005

Variational inference for visual tracking
J. Vermaak, N. Lawrence, P. Pérez
CVPR 2003

Maintaining multi-modality through mixture tracking
Vermaak, A. Doucet, P. Pérez
ICCV 2003

Sequential Monte Carlo methods for multiple target tracking and data fusion
C. Hue, J.-P. Le Cadre, P. Pérez
IEEE Trans. on Signal Processing, 50(2):309-325, 2002

Tracking multiple objects with particle filtering
C. Hue, J.-P. Le Cadre, P. Pérez
IEEE Trans. on Aerospace and Electronic Systems, 38(3):791-812, 2002

Color-based probabilistic tracking
P. Pérez, C. Hue, J. Vermaak, M. Gangnet
ECCV 2002

Towards improved observation models for visual tracking: selective adaptation
J. Vermaak, P. Pérez, M. Gangnet, A. Blake
ECCV 2002

Older publications on motion estimation, segmentation and analysis

Semi-automatic motion segmentation with motion layer mosaics
M. Fradet, P. Pérez, Ph. Robert
ECCV 2008

Cross-view action recognition from temporal self-similarities
I. Junejo, E. Dexter, I. Laptev, P. Pérez
ECCV 2008

Time-sequential extraction of motion layers
M. Fradet, P. Pérez, Ph. Robert
ICIP 2008

Detection and segmentation of moving objects in highly dynamic scenes
A. Bugeau, P. Pérez
CVPR 2007

Extraction of singular points from dense motion fields: an analytic approach
T. Corpetti, E. Mémin, P. Pérez
Journal of Mathematical Imaging and Vision, 19(3):175-198, 2003

Hierarchical estimation and segmentation of dense motion fields
E. Mémin, P. Pérez
Int. Journal of Computer Vision, 46(2):129-155, 2002

Dense estimation of fluid flows
T. Corpetti, E. Mémin, P. Pérez
IEEE Trans. Pattern Anal. Machine Intell., 24(3):365-380, 2002

Non-parametric motion characterization using causal probabilistic models for video indexing and retrieval
R. Fablet, P. Bouthemy, P. Pérez
IEEE Trans. on Image Processing, 11(4):393-407, 2002

Dense motion analysis in fluid imagery
T. Corpetti, E. Mémin, P. Pérez
ECCV 2002

Fluid motion recovery by coupling dense and parametric fields
E. Mémin, P. Pérez
ICCV 1999

Dense/parametric estimation of fluid flows
E. Mémin, P. Pérez
ICIP 1999

Dense optical flow estimation and object-based segmentation with robust techniques
E. Mémin, P. Pérez
IEEE Trans. on Image Processing, 7(5):703-719, 1998