Computer Vision [E-Book] : Statistical Models for Marr's Paradigm / by Song-Chun Zhu, Ying Nian Wu.
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 visio...
Saved in:
Full text |
|
Personal Name(s): | Zhu, Song-Chun, author |
Wu, Ying Nian, author | |
Edition: |
1st edition 2023. |
Imprint: |
Cham :
Springer,
2023
|
Physical Description: |
XIV, 357 pages 192 illustrations, 109 illustrations in color (online resource) |
Note: |
englisch |
ISBN: |
9783030965303 |
DOI: |
10.1007/978-3-030-96530-3 |
Subject (LOC): |
- Preface
- About the Authors
- 1 Introduction
- 2 Statistics of Natural Images
- 3 Textures
- 4 Textons
- 5 Gestalt Laws and Perceptual Organizations
- 6 Primal Sketch: Integrating Textures and Textons
- 7 2.1D Sketch and Layered Representation
- 8 2.5D Sketch and Depth Maps
- 9 Learning about information Projection
- 10 Informing Scaling and Regimes of Models
- 11 Deep Images and Models
- 12 A Tale of Three Families: Discriminative, Generative and Descriptive Models
- Bibliography.