REMOVING SHADOWS FROM A SINGLE REAL-WORLD COLOR IMAGE

被引:0
|
作者
Yao, Kang [1 ]
Dong, Junyu [1 ]
机构
[1] Ocean Univ China, Dept Comp Sci & Technol, Qingdao, Peoples R China
关键词
Shadow removal; illumination invariance; color restoration; RETINEX THEORY;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we propose a new algorithm to remove shadow from a single color image. We first project log-log chromaticity coordinates onto an angle of illumination-invariant direction to obtain an illumination independent grayscale image. Then color information is added back by comparing intensities in the original and illumination-invariant grayscale images, and taking both global tonality and pixel-wise color into account. Finally, the result color image without shadow is recovered. The proposed method simplifies the color restoration procedure and therefore requires much less computation. Experimental results show that the new method can produce shadow-free images with same quality as those shown in previous work.
引用
收藏
页码:3129 / 3132
页数:4
相关论文
共 50 条
  • [31] Perceiving the representative surface color of real-world materials
    Yan Zhang
    Isamu Motoyoshi
    Scientific Reports, 13
  • [32] Perceiving the representative surface color of real-world materials
    Zhang, Yan
    Motoyoshi, Isamu
    SCIENTIFIC REPORTS, 2023, 13 (01)
  • [33] COLOR CONSTANCY UNDER REAL-WORLD LIGHT CONDITIONS
    SCHRAMME, J
    QUASCHNING, A
    INVESTIGATIVE OPHTHALMOLOGY & VISUAL SCIENCE, 1995, 36 (04) : S470 - S470
  • [34] Removing shadows from images
    Finlayson, GD
    Hordley, SD
    Drew, MS
    COMPUTER VISION - ECCV 2002, PT IV, 2002, 2353 : 823 - 836
  • [35] Learning to Remove Shadows from a Single Image
    Jiang, Hao
    Zhang, Qing
    Nie, Yongwei
    Zhu, Lei
    Zheng, Wei-Shi
    INTERNATIONAL JOURNAL OF COMPUTER VISION, 2023, 131 (09) : 2471 - 2488
  • [36] A Statistical Roadmap for Journey from Real-World Data to Real-World Evidence
    Yixin Fang
    Hongwei Wang
    Weili He
    Therapeutic Innovation & Regulatory Science, 2020, 54 : 749 - 757
  • [37] Deriving Real-World Insights From Real-World Data: Biostatistics to the Rescue
    Pencina, Michael J.
    Rockhold, Frank W.
    D'Agostino, Ralph B., Sr.
    ANNALS OF INTERNAL MEDICINE, 2018, 169 (06) : 401 - +
  • [38] A Statistical Roadmap for Journey from Real-World Data to Real-World Evidence
    Fang, Yixin
    Wang, Hongwei
    He, Weili
    THERAPEUTIC INNOVATION & REGULATORY SCIENCE, 2020, 54 (04) : 749 - 757
  • [39] Learning to Remove Shadows from a Single Image
    Hao Jiang
    Qing Zhang
    Yongwei Nie
    Lei Zhu
    Wei-Shi Zheng
    International Journal of Computer Vision, 2023, 131 : 2471 - 2488
  • [40] An Advanced Single-Image Visibility Restoration Algorithm for Real-World Hazy Scenes
    Huang, Shih-Chia
    Ye, Jian-Hui
    Chen, Bo-Hao
    IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS, 2015, 62 (05) : 2962 - 2972