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(Ebook) Object Detection and Recognition in Digital Images: Theory and Practice by Boguslaw Cyganek ISBN 9780470976371, 9781891891908, 9782222222224, 9789420136216, 0470976373, 1891891901, 2222222222, 9420136213

  • SKU: EBN-6747750
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Instant download (eBook) Object Detection and Recognition in Digital Images: Theory and Practice after payment.
Authors:Boguslaw Cyganek
Pages:548 pages.
Year:2013
Editon:1
Publisher:John Wiley & Sons
Language:english
File Size:10.7 MB
Format:pdf
ISBNS:9780470976371, 9781891891908, 9782222222224, 9789420136216, 0470976373, 1891891901, 2222222222, 9420136213
Categories: Ebooks

Product desciption

(Ebook) Object Detection and Recognition in Digital Images: Theory and Practice by Boguslaw Cyganek ISBN 9780470976371, 9781891891908, 9782222222224, 9789420136216, 0470976373, 1891891901, 2222222222, 9420136213

Object detection, tracking and recognition in images are key problems in computer vision. This book provides the reader with a balanced treatment between the theory and practice of selected methods in these areas to make the book accessible to a range of researchers, engineers, developers and postgraduate students working in computer vision and related fields.

Key features:

  • Explains the main theoretical ideas behind each method (which are augmented with a rigorous mathematical derivation of the formulas), their implementation (in C++) and demonstrated working in real applications.
  • Places an emphasis on tensor and statistical based approaches within object detection and recognition.
  • Provides an overview of image clustering and classification methods which includes subspace and kernel based processing, mean shift and Kalman filter, neural networks, and k-means methods.
  • Contains numerous case study examples of mainly automotive applications.
  • Includes a companion website hosting full C++ implementation, of topics presented in the book as a software library, and an accompanying manual to the software platform.
*Free conversion of into popular formats such as PDF, DOCX, DOC, AZW, EPUB, and MOBI after payment.

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