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Advanced Image and Video Processing Using MATLAB

  • Shengrong Gong
  • Chunping Liu
  • Yi Ji
  • Baojiang Zhong
  • Yonggang Li
  • Husheng Dong

Part of the Modeling and Optimization in Science and Technologies book series (MOST, volume 12)

Table of contents

  1. Front Matter
    Pages i-xviii
  2. The Basic Concepts

    1. Front Matter
      Pages 1-1
    2. Shengrong Gong, Chunping Liu, Yi Ji, Baojiang Zhong, Yonggang Li, Husheng Dong
      Pages 3-25
    3. Shengrong Gong, Chunping Liu, Yi Ji, Baojiang Zhong, Yonggang Li, Husheng Dong
      Pages 27-63
    4. Shengrong Gong, Chunping Liu, Yi Ji, Baojiang Zhong, Yonggang Li, Husheng Dong
      Pages 65-111
    5. Shengrong Gong, Chunping Liu, Yi Ji, Baojiang Zhong, Yonggang Li, Husheng Dong
      Pages 113-158
  3. Advances in Image Processing

    1. Front Matter
      Pages 159-159
    2. Shengrong Gong, Chunping Liu, Yi Ji, Baojiang Zhong, Yonggang Li, Husheng Dong
      Pages 161-207
    3. Shengrong Gong, Chunping Liu, Yi Ji, Baojiang Zhong, Yonggang Li, Husheng Dong
      Pages 209-232
    4. Shengrong Gong, Chunping Liu, Yi Ji, Baojiang Zhong, Yonggang Li, Husheng Dong
      Pages 233-269
    5. Shengrong Gong, Chunping Liu, Yi Ji, Baojiang Zhong, Yonggang Li, Husheng Dong
      Pages 271-327
    6. Shengrong Gong, Chunping Liu, Yi Ji, Baojiang Zhong, Yonggang Li, Husheng Dong
      Pages 329-349
    7. Shengrong Gong, Chunping Liu, Yi Ji, Baojiang Zhong, Yonggang Li, Husheng Dong
      Pages 351-387
  4. Advances in Video Processing and then Associated Chapters

    1. Front Matter
      Pages 389-389
    2. Shengrong Gong, Chunping Liu, Yi Ji, Baojiang Zhong, Yonggang Li, Husheng Dong
      Pages 391-428
    3. Shengrong Gong, Chunping Liu, Yi Ji, Baojiang Zhong, Yonggang Li, Husheng Dong
      Pages 429-474
    4. Shengrong Gong, Chunping Liu, Yi Ji, Baojiang Zhong, Yonggang Li, Husheng Dong
      Pages 475-512
    5. Shengrong Gong, Chunping Liu, Yi Ji, Baojiang Zhong, Yonggang Li, Husheng Dong
      Pages 513-553
  5. Back Matter
    Pages 555-590

About this book

Introduction

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.

Keywords

Computer Image Processing Digital Image Processing Scene Analysis Image Understanding Scene Segmentation Image Inpainting Fragile Watermarking Image Fusion Lda Algorithm Tmbp Model Cnn Models Deep Feature Extraction Person Re-identification Noise Reduction Spatial Domain Analysis Moving Object Tracking Global Motion Estimation Background Modeling Implementation Steps Of Image Recognition

Authors and affiliations

  • Shengrong Gong
    • 1
  • Chunping Liu
    • 2
  • Yi Ji
    • 3
  • Baojiang Zhong
    • 4
  • Yonggang Li
    • 5
  • Husheng Dong
    • 6
  1. 1.School of Computer Science and EngineeringChangshu Institute of TechnologyChangshuChina
  2. 2.School of Computer Science and TechnologySoochow UniversitySuzhouChina
  3. 3.School of Computer Science and TechnologySoochow UniversitySuzhouChina
  4. 4.School of Computer Science and TechnologySoochow UniversitySuzhouChina
  5. 5.College of Mathematics Physics and Information EngineeringJiaxing UniversityJiaxingChina
  6. 6.School of Computer Science and TechnologySoochow UniversitySuzhouChina

Bibliographic information

  • DOI https://doi.org/10.1007/978-3-319-77223-3
  • Copyright Information Springer International Publishing AG, part of Springer Nature 2019
  • Publisher Name Springer, Cham
  • eBook Packages Engineering
  • Print ISBN 978-3-319-77221-9
  • Online ISBN 978-3-319-77223-3
  • Series Print ISSN 2196-7326
  • Series Online ISSN 2196-7334
  • Buy this book on publisher's site
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