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Abdelaziz Djelouah

Senior Research Scientist
Disney Research Studios
aziz.djelouah (at) disneyresearch.com


About Me

I am a senior 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

  1. Siggraph
    Versatile vision foundation model for image and video colorization
    V. Bozic, A. Djelouah, Y. Zhang, R. Timofte, M. Gross, C. Schroers
    ACM SIGGRAPH Conference Proceedings, 2024
    PDF Project Page BibTex

  2. Siggraph
    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
    PDF Project Page BibTex

  3. CVPR
    Kernel Aware Resampler
    M. Bernasconi, A. Djelouah, F. Salehi, M. Gross, C. Schroers
    CVPR 2023
    PDF Project Page BibTex

  4. CVPR
    Frame Interpolation Transformer and Uncertainty Guidance
    M. Plack, K. Briedis, A. Djelouah, M. Hullin, M. Gross, C. Schroers
    CVPR 2023
    PDF Project Page BibTex

  5. Siggraph Talk
    Training a Deep Remastering Model
    A. Djelouah, A. Wahlquist , S. Hattori, C. Schroers
    ACM SIGGRAPH Talks, 2022
    PDF Project Page BibTex

  6. BMVC
    Contrastive Learning for Controllable Blind Video Restoration
    G. Meishvili, A. Djelouah, S. Hattori, C. Schroers
    BMVC 2022
    PDF Project Page BibTex

  7. Siggraph Asia
    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
    PDF BibTex

  8. BMVC
    Microdosing: Knowledge Distillation for GAN based Compression
    L. Helminger, R. Azevedo, A. Djelouah, M. Gross, C. Schroers
    BMVC 2021
    PDF BibTex

  9. ICLR Workshop
    Lossy Image Compression with Normalizing Flows
    L. Helminger, A. Djelouah, M. Gross, C. Schroers
    ICLR 2021 Workshop
    PDF BibTex

  10. CVPR Workshop
    Blind Image Restoration with Flow Based Priors
    L. Helminger, M. Bernasconi, A. Djelouah, M. Gross, C. Schroers
    CVPR 2021 Workshop
    PDF BibTex

  11. 3DV
    Style Transfer for Keypoint Matching under Adverse Conditions
    A. Uzpak, A. Djelouah, S. Schaub-Meyer
    3DV 2020
    BibTex

  12. SMPTE
    Deep Deinterlacing
    A. Bernasconi, A. Djelouah, S. Hattori, C. Schroers
    SMPTE 2020
    PDF Project Page BibTex

  13. Siggraph Asia
    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
    PDF Project Page BibTex

  14. ICCV
    Neural Inter-Frame Compression for Video Coding
    A. Djelouah, J. Campos, S. Schaub-Meyer, C. Schroers
    ICCV 2019
    PDF BibTex

  15. CVPR Workshop
    Content Adaptive Optimization for Neural Image Compression
    J. Campos, S. Meierhans, A. Djelouah, C. Schroers
    CVPR 2019 Workshop
    PDF BibTex

  16. ECCV
    On Regularized Losses for Weakly-supervised CNN Segmentation
    M. Tang, F. Perazzi, A. Djelouah, I. Ben Ayed, C. Schroers, Y. Boykov
    ECCV 2018
    PDF Code BibTex

  17. BMVC
    Deep Video Color Propagation
    S. Meyer, V. Cornillère, A. Djelouah, C. Schroers, M. Gross
    BMVC 2018
    PDF BibTex

  18. CVPR
    Normalized Cut Loss for Weakly-supervised CNN Segmentation
    M. Tang, A. Djelouah, F. Perazzi, Y. Boykov, C. Schroers
    CVPR 2018
    PDF Code BibTex

  19. CVPR
    PhaseNet for Video Frame Interpolation
    S. Meyer, A. Djelouah, B. McWilliams, A. Sorkine-Hornung, M. Gross, C. Schroers
    CVPR 2018
    PDF BibTex

  20. EGSR
    Thin Structures in Image Based Rendering
    T. Thonat, A. Djelouah, F. Durand, G. Drettakis
    EGSR 2018
    PDF Project Page BibTex

  21. AABI
    Disentangled Dynamic Representations from Unordered Data
    L. Helminger, A. Djelouah, M. Gross, W. Romann
    AABI 2018
    PDF BibTex

  22. 3DV
    Cotemporal Multi-View Video Segmentation
    A. Djelouah, J-S Franco, E. Boyer, P. Pérez, G. Drettakis
    3DV 2016
    PDF Project Page BibTex

  23. 3DV
    Automatic 3D Car Model Alignment for Mixed Image-Based Rendering
    R. Ortiz-Cayon, A. Djelouah, F. Massa, M. Aubry, G. Drettakis
    3DV 2016
    PDF Project Page BibTex

  24. 3DV
    A Bayesian Approach for Selective Image-Based Rendering using Superpixels
    R. Ortiz-Cayon, A. Djelouah, G. Drettakis
    3DV 2015
    PDF Project Page BibTex

  25. TPAMI
    Sparse Multi-View Consistency for Object Segmentation
    A. Djelouah, J-S. Franco, E. Boyer, F. Le Clerc, P. Pérez
    IEEE TPAMI 2015
    PDF BibTex

  26. ICCV
    Multi-View Object Segmentation in Space and Time
    A. Djelouah, J-S Franco, E. Boyer, F. Le Clerc, P. Pérez
    ICCV 2013
    PDF BibTex

  27. ECCV
    N-Tuple Color Segmentation for Multi-View Silhouette Extraction
    A. Djelouah, J-S. Franco, E. Boyer, F. Le Clerc, P. Pérez
    ECCV 2012
    PDF BibTex


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