Sparse Representation, Modeling and Learning in Visual Recognition Theory, Algorithms and Applications /

• Main Author: Cheng, Hong (Author)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: London : Springer London : Imprint: Springer, 2015.
• Series: Advances in Computer Vision and Pattern Recognition,
• Subjects: Computer science.; Artificial intelligence.; Image processing.; Pattern recognition.; Computer Science.; Pattern Recognition.; Image Processing and Computer Vision.; Artificial Intelligence (incl. Robotics).

This unique text/reference presents a comprehensive review of the state of the art in sparse representations, modeling and learning. The book examines both the theoretical foundations and details of algorithm implementation, highlighting the practical application of compressed sensing research in vi...