Advanced Image and Video Processing ...
Gong, Shengrong.

 

  • Advanced Image and Video Processing Using MATLAB
  • 紀錄類型: 書目-語言資料,印刷品 : 單行本
    其他作者: GongShengrong.,
    出版地: Cham
    出版者: Springer;
    出版年: 2019.
    版本: 1st ed.
    面頁冊數: xviii, 590 p.ill. (some col.) : 24 cm.;
    集叢名: Modeling and Optimization in Science and Technologies12
    標題: Computer mathematics. -
    標題: Image processing. -
    標題: Optical data processing. -
    標題: Signal processing. -
    標題: Speech processing systems. -
    摘要註: This book offers a comprehensive introduction to advanced methods for image and video analysis and processing. It covers deraining, dehazing, inpainting, fusion, watermarking and stitching. It describes techniques for face and lip recognition, facial expression recognition, lip reading in videos, moving object tracking, dynamic scene classification, among others. The book combines the latest machine learning methods with computer vision applications, covering topics such as event recognition based on deep learning,dynamic scene classification based on topic model, person re-identification based on metric learning and behavior analysis. It also offers a systematic introduction to image evaluation criteria showing how to use them in different experimental contexts. The book offers an example-based practical guide to researchers, professionals and graduate students dealing with advanced problems in image analysis and computer vision.
    ISBN: 9783030084028
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