Sparse Coding And Its Applications In Computer Vision is popular PDF and ePub book, written by Zhaowen Wang in 2015-10-28, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Sparse Coding And Its Applications In Computer Vision can be Read Online from any device for your convenience.
Sparse Coding And Its Applications In Computer Vision Book PDF Summary
This book provides a broader introduction to the theories and applications of sparse coding techniques in computer vision research. It introduces sparse coding in the context of representation learning, illustrates the fundamental concepts, and summarizes the most active research directions. A variety of applications of sparse coding are discussed, ranging from low-level image processing tasks such as super-resolution and de-blurring to high-level semantic understanding tasks such as image recognition, clustering and fusion.The book is suitable to be used as an introductory overview to this field, with its theoretical part being both easy and precious enough for quick understanding. It is also of great value to experienced researchers as it offers new perspective to the underlying mechanism of sparse coding, and points out potential future directions for different applications.
Detail Book of Sparse Coding And Its Applications In Computer Vision PDF
- Author : Zhaowen Wang
- Release : 28 October 2015
- Publisher : World Scientific
- ISBN : 9789814725064
- Genre : Computers
- Total Page : 239 pages
- Language : English
- PDF File Size : 15,6 Mb
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