Advances and Applications of Optimised Algorithms in Image Processing

Released on by Diego Oliva
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  • Advances and Applications of Optimised Algorithms in Image Processing Book Detail

  • Author : Diego Oliva
  • Release Date : 2016-11-21
  • Publisher : Springer
  • Genre : Technology & Engineering
  • Pages : 185
  • ISBN 13 : 3319485504
  • File Size : 14,14 MB
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Advances and Applications of Optimised Algorithms in Image Processing by Diego Oliva PDF Summary

Book Description: This book presents a study of the use of optimization algorithms in complex image processing problems. The problems selected explore areas ranging from the theory of image segmentation to the detection of complex objects in medical images. Furthermore, the concepts of machine learning and optimization are analyzed to provide an overview of the application of these tools in image processing. The material has been compiled from a teaching perspective. Accordingly, the book is primarily intended for undergraduate and postgraduate students of Science, Engineering, and Computational Mathematics, and can be used for courses on Artificial Intelligence, Advanced Image Processing, Computational Intelligence, etc. Likewise, the material can be useful for research from the evolutionary computation, artificial intelligence and image processing communities.

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Optimization Techniques in Computer Vision

Optimization Techniques in Computer Vision

File Size : 68,68 MB
Total View : 5923 Views
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This book presents practical optimization techniques used in image processing and computer vision problems. Ill-posed problems are introduced and used as exampl