Special Issue on Physics-Based Vision meets Deep Learning

ISSN: 0920-5691 (Print) 1573-1405 (Online)

In this topical collection (13 articles)

  1. No Access

    OriginalPaper

    Low-light Image Enhancement via Breaking Down the Darkness

    Xiaojie Guo, Qiming Hu Pages 48-66

  2. No Access

    OriginalPaper

    Towards High-Resolution Specular Highlight Detection

    Gang Fu, Qing Zhang, Lei Zhu, Qifeng Lin… Pages 95-117

  3. No Access

    OriginalPaper

    Memory-Augmented Deep Unfolding Network for Guided Image Super-resolution

    Man Zhou, Keyu Yan, Jinshan Pan, Wenqi Ren… Pages 215-242

  4. No Access

    OriginalPaper

    Deep Richardson–Lucy Deconvolution for Low-Light Image Deblurring

    Liang Chen, Jiawei Zhang, Zhenhua Li… Pages 428-445

  5. News

    Editor’s Note: Special Issue on Physics-Based Vision Meets Deep Learning

    Page 632
    Download PDF (317KB) View Article

  6. OriginalPaper

    Free-view Face Relighting Using a Hybrid Parametric Neural Model on a SMALL-OLAT Dataset

    Youjia Wang, Kai He, Taotao Zhou, Kaixin Yao… Pages 1002-1021
    Download PDF (5186KB) View Article

  7. No Access

    OriginalPaper

    Deblurring Low-Light Images with Events

    Chu Zhou, Minggui Teng, Jin Han, Jinxiu Liang… Pages 1284-1298

  8. No Access

    OriginalPaper

    Deep Memory-Augmented Proximal Unrolling Network for Compressive Sensing

    Jiechong Song, Bin Chen, Jian Zhang Pages 1477-1496

  9. No Access

    S.I. : Physics-Based Vision meets Deep Learning

    Adaptive Deep PnP Algorithm for Video Snapshot Compressive Imaging

    Zongliang Wu, Chengshuai Yang, Xiongfei Su… Pages 1662-1679

  10. S.I. : Physics-Based Vision meets Deep Learning

    Making the Invisible Visible: Toward High-Quality Terahertz Tomographic Imaging via Physics-Guided Restoration

    Weng-Tai Su, Yi-Chun Hung, Po-Jen Yu… Pages 2388-2407
    Download PDF (2899KB) View Article

  11. No Access

    OriginalPaper

    Learning Degradation-Invariant Representation for Robust Real-World Person Re-Identification

    Yukun Huang, Xueyang Fu, Liang Li… Pages 2770-2796

  12. No Access

    OriginalPaper

    Guided Hyperspectral Image Denoising with Realistic Data

    Tao Zhang, Ying Fu, Jun Zhang Pages 2885-2901

  13. No Access

    OriginalPaper

    Hybrid Warping Fusion for Video Frame Interpolation

    Yu Li, Ye Zhu, Ruoteng Li, Xintao Wang, Yue Luo… Pages 2980-2993