SPARSE CODING AND ITS APPLICATIONS IN COMPUTER VISION

SPARSE CODING AND ITS APPLICATIONS IN COMPUTER VISION

Versandkostenfrei!
Versandfertig in 1-2 Wochen
107,99 €
inkl. MwSt.
PAYBACK Punkte
54 °P sammeln!
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 f...