Articles in journals

Since 2010 (complete list on Scholar)

Deep video portraits
H. Kim, P. Garrido, A. Tewari, W. Xu, J. Thies, M. Niessner, P. Pérez, Ch. Richardt, M. Zollhöfer, Ch. Theobalt
ACM Tran. on Graphics (Proc. Siggraph 2018), 2018

State of the art on monocular 3D face Reconstruction, tracking, and applications
M. Zollhoefer, J. Thies, P. Garrido, D. Bradley, T.Beeler, P. Pérez, M. Stamminger, M. Niessner, Ch. Theobalt
Computer Graphics Forum (Eurographics State of the Art Reports 2018), 37(2), 2018

Sketching for large scale learning of mixture models
N. Keriven, A. Bourrier, R. Gribonval, P. Pérez
Information & Inference, 2017

Structured sampling and fast reconstruction of smooth graph signals
G. Puy and P. Pérez
Information & Inference, 2017

Non-local patch-based image inpainting
A Newson, A Almansa, Y Gousseau, P Pérez
Image Processing On Line 7, 373-385, 2017 [online demo]

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

Corrective 3D reconstruction of lips from monocular video
P. Garrido, M. Zolhöfer, C. Wu, D. Bradley, P. Pérez, Th. Beeler, Ch. Theobalt
ACM Trans. on Graphics (Proc. Siggraph Asia 2016), 35(6), 2016

Reconstruction of personalized 3D face rigs from monocular video
P. Garrido, M. Zollhoefer, D. Casas, L. Valgaerts, K. Varanasi, P. Perez, Ch. Theobalt
ACM Trans. on Graphics, 35(3), 2016 - Presented at Siggraph 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

Nearest neighbor search for arbitrary kernels with explicit embeddings
A. Bourrier, F. Perronnin, R. Gribonval, P.Pérez and H. Jégou
J. Mathematical Imaging and Vision, 52(3):459-468, 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

Fundamental performance limits for ideal decoders in high-dimensional linear inverse problems
A. Bourrier, M. Davis, T. Peleg, P. Pérez, R. Gribonval
IEEE Trans. Information Theory, 60(12):7928-7946, 2014

Video inpainting of complex scenes
A. Newson, A. Almansa, M. Fradet, Y. Gousseau, P. Pérez
SIAM Journal on Imaging Sciences, 7(4):1993-2019, 2014 [project]

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

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

Robust automatic line scratch detection in films
A. Newson, A. Almansa, Y. Gousseau, P. Pérez
IEEE Trans. Image Processing, 23(3): 1240-1254, 2014 [project]

Correspondence map-aided neighbor embedding for image intra prediction
S. Chérigui, Ch. Guillemot, D. Thoreau, Ph. Guillotel, and P. Pérez
IEEE Trans. Image Processing, 23(2):1161-1174, 2013

Aggregating local image descriptors into compact codes
H. Jégou, F. Perronnin, M. Douze, J. Sánchez, P. Pérez, C. Schmid
IEEE Trans. Pattern Anal. Machine Intell., 34(9), 2012 [code]

Geometrically guided exemplar-based inpainting
F. Cao, Y. Gousseau, S. Masnou and P. Pérez
SIAM J. Imaging Sciences, 4(4): 1143–1179, 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

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

Geodesic image and video editing
A. Criminisi, T. Sharp, C. Rother, P. Pérez
ACM Trans. Graphics, 29(5), 2010 - Presented at Siggraph 2011