You might also like

More about Computer Vision

• Book details
• Synopsis
• Trending among others

You get 147 loyalty points

Book synopsis

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. 

Book details

Book category Books in English Computing & information technology Computer science Image processing

• Full title: Computer Vision
• Subtitle: Statistical Models for Marr's Paradigm
• Author: Song-Chun Zhu, Ying Nian Wu
• Language: English
• Binding: Paperback
• Number of pages: 357
• EAN: 9783030965327
• ID: 45116855
• Publisher: Springer, Berlin
• Weight: 569 g
• Dimensions: 235 × 155 mm
• Date of publishing: 30. March 2024

Trending among others

---

---

---