I am an associate research scientist at DisneyResearch|Studios in Zürich. Before joining Disney, I was a postdoctoral researcher at INRIA in GraphDeco group working on image and video based rendering in collaboration with George Drettakis. I did my PhD at Technicolor R&I Rennes jointly with Morpheo team at INRIA Rhône-Alpes Grenoble, under the supervision of Edmond Boyer and Patrick Pérez.

Publications

Blind Image Super Resolution with Spatially Variant Degradations

V. Cornillère, A. Djelouah, W. Yifan, O. Sorkine-Hornung, C. Schroers

ACM TOG (SIGGRAPH Asia Conference Proceedings) 2019 [ BibTex ]

Neural Inter-Frame Compression for Video Coding

A. Djelouah, J. Campos, S. Schaub-Meyer, C. Schroers

ICCV 2019 [ BibTex ]

Content Adaptive Optimization for Neural Image Compression

J. Campos, S. Meierhans, A. Djelouah, C. Schroers

CVPR Workshop and Challenge on Learned Image Compression 2019 [ BibTex | PDF | ArXiv ]

Disentangled Dynamic Representations from Unordered Data

L. Helminger, A. Djelouah, M. Gross, W. Romann

Symposium on Advances in Approximate Bayesian Inference 2018 [ BibTex | PDF | ArXiv ]

On Regularized Losses for Weakly-supervised CNN Segmentation

M. Tang, F. Perazzi, A. Djelouah, I. Ben Ayed, C. Schroers, Y. Boykov

ECCV 2018 [ BibTex | PDF | Project | ArXiv ]

Deep Video Color Propagation

S. Meyer, V. Cornillère, A. Djelouah, C. Schroers, M. Gross

BMVC 2018 [ BibTex | PDF | ArXiv ]

Thin Structures in Image Based Rendering

T. Thonat, A. Djelouah, F. Durand, G. Drettakis

CGF (Proceedings of the Eurographics Symposium on Rendering) 2018 [ BibTex | PDF | Project ]

PhaseNet for Video Frame Interpolation

S. Meyer, A. Djelouah, B. McWilliams, A. Sorkine-Hornung, M. Gross, C. Schroers

CVPR 2018 [ BibTex | PDF | ArXiv ]

Normalized Cut Loss for Weakly-supervised CNN Segmentation

M. Tang, A. Djelouah, F. Perazzi, Y. Boykov, C. Schroers

CVPR 2018 [ BibTex | PDF | ArXiv ]

Automatic 3D Car Model Alignment for Mixed Image-Based Rendering

R. Ortiz-Cayon, A. Djelouah, F. Massa, M. Aubry, G. Drettakis

3DV 2016 [ BibTex | PDF | Project ]

Cotemporal Multi-View Video Segmentation

A. Djelouah, J-S Franco, E. Boyer, P. Pérez, G. Drettakis

3DV 2016 [ BibTex | PDF | Project ]

A Bayesian Approach for Selective Image-Based Rendering using Superpixels

R. Ortiz-Cayon, A. Djelouah, G. Drettakis

3DV 2015 [ BibTex | PDF | Project ]

Sparse Multi-View Consistency for Object Segmentation

A. Djelouah, J-S. Franco, E. Boyer, F. Le Clerc, P. Pérez

IEEE Trans. Pattern Anal. Mach. Intell. (PAMI) 2015 [ BibTex | PDF ]

Multi-View Object Segmentation in Space and Time

A. Djelouah, J-S Franco, E. Boyer, F. Le Clerc, P. Pérez

ICCV 2013 [ BibTex | PDF ]

N-Tuple Color Segmentation for Multi-View Silhouette Extraction

A. Djelouah, J-S. Franco, E. Boyer, F. Le Clerc, P. Pérez

ECCV 2012 [ BibTex | PDF ]