Download E-books Object Detection and Recognition in Digital Images: Theory and Practice PDF

By Boguslaw Cyganek

Item detection, monitoring and popularity in photographs are key difficulties in laptop imaginative and prescient. This booklet offers the reader with a balanced therapy among the idea and perform of chosen equipment in those parts to make the e-book obtainable to quite a number researchers, engineers, builders and postgraduate scholars operating in computing device imaginative and prescient and similar fields.

Key features:

  • Explains the most theoretical principles in the back of each one technique (which are augmented with a rigorous mathematical derivation of the formulas), their implementation (in C++) and validated operating in actual applications.
  • Places an emphasis on tensor and statistical established ways inside item detection and recognition.
  • Provides an summary of photo clustering and type tools along with subspace and kernel established processing, suggest shift and Kalman filter out, neural networks, and k-means methods.
  • Contains various case research examples of in most cases car applications.
  • Includes a spouse internet hosting complete C++ implementation, of issues awarded within the booklet as a software program library, and an accompanying handbook to the software program platform.

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