Shadow detection using chromaticity and entropy in colour image

被引:1
|
作者
Park K.-H. [1 ]
Kim J.-H. [1 ]
Kim Y.-H. [1 ]
机构
[1] Division of Convergence Computer and Media, 88 Doanbuk-ro, Seo-gu, Daejeon
关键词
Chromaticity; Colour distribution; Colour histogram; Colour model; Entropy; Maximum entropy; Minimum cross entropy; Shadow candidates; Shadow detection; Single image;
D O I
10.1504/IJITM.2018.089454
中图分类号
学科分类号
摘要
Shadows in an image often bring a significant problem which can cause unintended negative outcome, so how to detect shadow is an important issue of computer vision tasks. This paper proposed a method to detect shadows from real images. Due to shadows in image have a dark pixel value, shadow candidates are defined. Shadow candidates have been estimated and detected by chromaticity of colour image and threshold image using entropy. Some experiments are conducted so as to verify the proposed method, and results show that the proposed method can detect shadows in colour image. © 2018 Inderscience Enterprises Ltd.
引用
收藏
页码:44 / 50
页数:6
相关论文
共 50 条
  • [1] Image retrieval by colour and texture using chromaticity histograms and wavelet frames
    Liapis, S
    Tziritas, G
    ADVANCES IN VISUAL INFORMATION SYSTEMS, PROCEEDINGS, 2000, 1929 : 397 - 406
  • [2] Single-image shadow detection and removal using local colour constancy computation
    Yuan, Xingsheng
    Ebner, Marc
    Wang, Zhengzhi
    IET IMAGE PROCESSING, 2015, 9 (02) : 118 - 126
  • [3] Fast colour image segmentation using a pre-clustered chromaticity-plane
    Scheering, C
    Knoll, A
    1997 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I - V: VOL I: PLENARY, EXPERT SUMMARIES, SPECIAL, AUDIO, UNDERWATER ACOUSTICS, VLSI; VOL II: SPEECH PROCESSING; VOL III: SPEECH PROCESSING, DIGITAL SIGNAL PROCESSING; VOL IV: MULTIDIMENSIONAL SIGNAL PROCESSING, NEURAL NETWORKS - VOL V: STATISTICAL SIGNAL AND ARRAY PROCESSING, APPLICATIONS, 1997, : 3145 - 3147
  • [4] COLOUR CONTRAST DETECTION IN CHROMATICITY DIAGRAM: A NEW COMPUTERIZED COLOUR VISION TEST
    Benkhaled, Imad
    Marc, Isabelle
    Lafon, Dominique
    2017 IEEE WESTERN NEW YORK IMAGE AND SIGNAL PROCESSING WORKSHOP (WNYISPW), 2017,
  • [5] Automatic Image Annotation using Colour Entropy and Region Contours
    Sureshkumar, G.
    Baskaran, R.
    Sathya, A.
    Deivamani, A.
    2009 IEEE INTERNATIONAL ADVANCE COMPUTING CONFERENCE, VOLS 1-3, 2009, : 109 - +
  • [6] Image Forgery Detection Using Colour Moments
    Ustubioglu, Beste
    Nabiyev, Vasif
    Ulutas, Guzin
    Ulutas, Mustafa
    2015 38TH INTERNATIONAL CONFERENCE ON TELECOMMUNICATIONS AND SIGNAL PROCESSING (TSP), 2015, : 540 - 544
  • [7] Moving Cast Shadow Detection Based on Region Intrinsic Image with Entropy Minimization
    Guo, Ling
    Du, Ming-hui
    PROCEEDINGS OF 2012 2ND INTERNATIONAL CONFERENCE ON COMPUTER SCIENCE AND NETWORK TECHNOLOGY (ICCSNT 2012), 2012, : 2126 - 2130
  • [8] Automatic shadow detection and removal using image matting
    Amin, Benish
    Riaz, M. Mohsin
    Ghafoor, Abdul
    SIGNAL PROCESSING, 2020, 170
  • [9] Urban Shadow Detection and Classification Using Hyperspectral Image
    Qiao, Xiaojun
    Yuan, Deshuai
    Li, Hui
    JOURNAL OF THE INDIAN SOCIETY OF REMOTE SENSING, 2017, 45 (06) : 945 - 952
  • [10] Urban Shadow Detection and Classification Using Hyperspectral Image
    Xiaojun Qiao
    Deshuai Yuan
    Hui Li
    Journal of the Indian Society of Remote Sensing, 2017, 45 : 945 - 952