TY  - BOOK
AU  - Zhu, Song-Chun.
AU  - Wu, Ying Nian.
TI  - Computer Vision
SN  - 9783030965303
U1  - 6 
PY  - 2023///
CY  - Cham 
PB  - Springer International Publishing 
KW  - Computer Imaging, Vision, Pattern Recognition and Graphics
KW  - Computer science
KW  - Computer Science
KW  - Computer vision
KW  - Data and Information Visualization
KW  - Image processing
KW  - Information visualization
KW  - Mathematical Models of Cognitive Processes and Neural Networks
KW  - Mathematical statistics
KW  - Neural networks (Computer science) 
KW  - Probability and Statistics in Computer Science
KW  - Theory of Computation
N2  - As the first book of a three-part series, this book is offered as a tribute to pioneers in vision, such as Béla Julesz, David Marr, King-Sun Fu, Ulf Grenander, and David Mumford. The authors hope to provide foundation and, perhaps more importantly, further inspiration for continued research in vision. This book covers David Marr's paradigm and various underlying statistical models for vision. The mathematical framework herein integrates three regimes of models (low-, mid-, and high-entropy regimes) and provides foundation for research in visual coding, recognition, and cognition. Concepts are first explained for understanding and then supported by findings in psychology and neuroscience, after which they are established by statistical models and associated learning and inference algorithms. A reader will gain a unified, cross-disciplinary view of research in vision and will accrue knowledge spanning from psychology to neuroscience to statistics
UR  - https://doi.org/10.1007/978-3-030-96530-3
ER  -