I am a research scientist at DisneyResearch|Studios in Zürich and my research interests are in computer vision, computer graphics and machine learning. I did my PhD at Technicolor R&I Rennes jointly with Morpheo team at INRIA Grenoble. Before joining Disney, I was a postdoctoral researcher in the GraphDeco group at INRIA Sophia-Antipolis.

Publications

Kernel-Based Frame Interpolation for Spatio-Temporally Adaptive Rendering K. Briedis, A. Djelouah, R. Ortiz, M. Meyer, M. Gross, C. Schroers ACM SIGGRAPH Conference Proceedings 2023 [ BibTex | PDF ]
Kernel Aware Resampler M. Bernasconi, A. Djelouah, F. Salehi, M. Gross, C. Schroers CVPR 2023 [ BibTex | PDF ]
Frame Interpolation Transformer and Uncertainty Guidance M. Plack, K. Briedis, A. Djelouah, M. Hullin, M. Gross, C. Schroers CVPR 2023 [ BibTex | PDF ]
Contrastive Learning for Controllable Blind Video Restoration G. Meishvili, A. Djelouah, S. Hattori, C. Schroers BMVC 2022 [ BibTex | PDF ]
Training a Deep Remastering Model A. Djelouah, A. Wahlquist , S. Hattori, C. Schroers ACM SIGGRAPH Talks 2022 [ BibTex | PDF ]
Neural Frame Interpolation for Rendered Content K. Briedis, A. Djelouah, M. Meyer, I. McGonigal, M. Gross, C. Schroers ACM TOG (SIGGRAPH Asia Conference Proceedings) 2021 [ BibTex | PDF ]
Microdosing: Knowledge Distillation for GAN based Compression L. Helminger, R. Azevedo, A. Djelouah, M. Gross, C. Schroers BMVC 2021 [ BibTex | PDF ]
Deep Deinterlacing A. Bernasconi, A. Djelouah, S. Hattori, C. Schroers SMPTE 2020 [ BibTex | PDF | Project ]
Style Transfer for Keypoint Matching under Adverse Conditions A. Uzpak, A. Djelouah, S. Schaub-Meyer 3DV 2020 [ BibTex ]
Lossy Image Compression with Normalizing Flows L. Helminger, A. Djelouah, M. Gross, C. Schroers ArXiv 2020 [ BibTex | PDF ]
Blind Image Restoration with Flow Based Priors L. Helminger, M. Bernasconi, A. Djelouah, M. Gross, C. Schroers ArXiv 2020 [ BibTex | PDF ]
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 | PDF ]
Neural Inter-Frame Compression for Video Coding A. Djelouah, J. Campos, S. Schaub-Meyer, C. Schroers ICCV 2019 [ BibTex | PDF ]
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 ]