Efficient Background Subtraction and Shadow Removal for Monochromatic Video Sequences

被引：87
|
作者：
Jung, Claudio Rosito [1 ]
机构：
[1] Univ Vale Rio dos Sinos, Grad Sch Appl Comp, PIPCA, BR-93022000 Sao Leopoldo, RS, Brazil
来源：
IEEE TRANSACTIONS ON MULTIMEDIA | 2009年 / 11卷 / 03期
关键词：
Background subtraction; monochromatic video sequences; object tracking; shadow removal; MOVING CAST SHADOWS; SEGMENTATION; OBJECTS;
D O I：
10.1109/TMM.2009.2012924
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This letter presents a new method for background subtraction and shadow removal for grayscale video sequences. The background image is modeled using robust statistical descriptors, and a noise estimate is obtained. Foreground pixels are extracted, and a statistical approach combined with geometrical constraints are adopted to detect and remove shadows.
引用
收藏
页码：571 / 577
页数：7
相关论文
共 50 条
  • [21] Shadow Removal in Outdoor Video Sequences by Automatic Thresholding of Division Images
    Dammavalam, Srinivasa Rao
    Piciarelli, Claudio
    Micheloni, Christian
    Foresti, Gian Luca
    IMAGE ANALYSIS AND PROCESSING - ICIAP 2009, PROCEEDINGS, 2009, 5716 : 190 - 198
  • [22] Comparison of background subtraction methods on near Infra-Red spectrum video sequences
    Trnovszky, Tibor
    Sykora, Peter
    Hudec, Robert
    12TH INTERNATIONAL SCIENTIFIC CONFERENCE OF YOUNG SCIENTISTS ON SUSTAINABLE, MODERN AND SAFE TRANSPORT, 2017, 192 : 887 - 892
  • [23] Video Background Subtraction in Complex Environments
    Santoyo-Morales, Juana E.
    Hasimoto-Beltran, Rogelio
    JOURNAL OF APPLIED RESEARCH AND TECHNOLOGY, 2014, 12 (03) : 527 - 537
  • [24] Removing Shadow for Hand segmentation based on Background Subtraction
    Rahmat, Rahmita Wirza
    Al-Tairi, Zaher Hamid
    Saripan, M. Iqbal
    Sulaiman, Puteri Suhaiza
    2012 INTERNATIONAL CONFERENCE ON ADVANCED COMPUTER SCIENCE APPLICATIONS AND TECHNOLOGIES (ACSAT), 2012, : 481 - 485
  • [25] Multi-Object Tracking in Video Sequences Based on Background Subtraction and SIFT Feature Matching
    Rahman, Md. Saidur
    Saha, Aparna
    Khanum, Snigdha
    ICCIT: 2009 FOURTH INTERNATIONAL CONFERENCE ON COMPUTER SCIENCES AND CONVERGENCE INFORMATION TECHNOLOGY, VOLS 1 AND 2, 2009, : 457 - 462
  • [26] A Robust Texture-based Background Subtraction Algorithm for Moving Object Detection in Video Sequences
    Ouyang, Chen-Sen
    Chen, Ping-Wei
    2012 SIXTH INTERNATIONAL CONFERENCE ON GENETIC AND EVOLUTIONARY COMPUTING (ICGEC), 2012, : 480 - 483
  • [27] Extended Codebook with Multispectral Sequences for Background Subtraction
    Liu, Rongrong
    Ruichek, Yassine
    El Bagdouri, Mohammed
    SENSORS, 2019, 19 (03):
  • [28] An efficient object segmentation algorithm with dynamic and selective background updating and shadow removal
    Xu, Li-Qun
    2006 IEEE International Conference on Image Processing, ICIP 2006, Proceedings, 2006, : 2393 - 2396
  • [29] Video background subtraction algorithm for a moving camera
    Li, Jinjiang
    Guo, Jie
    Fan, Hui
    International Journal of Multimedia and Ubiquitous Engineering, 2015, 10 (08): : 83 - 96
  • [30] Evaluation of Background Subtraction Techniques for Video Surveillance
    Brutzer, Sebastian
    Hoeferlin, Benjamin
    Heidemann, Gunther
    2011 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR), 2011,
12345