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Tensors in Image Processing and Computer Vision

  • Book
  • © 2009

Overview

  • Presents the state-of-the-art research in tensor signal processing with applications to computer vision and image processing, to provide an invaluable resource for readers in the field

Part of the book series: Advances in Computer Vision and Pattern Recognition (ACVPR)

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About this book

Tensor signal processing is an emerging field with important applications to computer vision and image processing.

This book presents the state of the art in this new branch of signal processing, offering a great deal of research and discussions by leading experts in the area. The wide-ranging volume offers an overview into cutting-edge research into the newest tensor processing techniques and their application to different domains related to computer vision and image processing.

This comprehensive text will prove to be an invaluable reference and resource for researchers, practitioners and advanced students working in the area of computer vision and image processing.

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Table of contents (22 chapters)

  1. A Review of Tensors and Tensor Signal Processing

  2. Tensors and Tensor Field Processing

  3. Tensors in Image Processing

  4. Tensors in Computer Vision

  5. Diffusion Tensor Imaging and Medical Applications

Editors and Affiliations

  • Escuela Técnica Superior de Ingenieros de Telecomunicacíon, Universidad de Valladolid, 47011 Valladolid, Spain

    Santiago Aja-Fernández, Rodrigo Luis García

  • Dept. Computing, HongKong Polytechnic University, Hong Kong

    Dacheng Tao

  • University of London Birkbeck College School of Computer Science & Information Systems, London, UK

    Xuelong Li

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