صورة الغلاف

Computer Vision Statistical Models for Marr's Paradigm /

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...

وصف كامل

محفوظ في:
التفاصيل البيبلوغرافية
المؤلفون الرئيسيون: Zhu, Song-Chun (مؤلف), Wu, Ying Nian (مؤلف)
مؤلف مشترك: SpringerLink (Online service)
التنسيق: الكتروني كتاب الكتروني
اللغة:الإنجليزية
منشور في: Cham : Springer International Publishing : Imprint: Springer, 2023.
الطبعة:1st ed. 2023.
الموضوعات:
Image processing > Digital techniques.
Computer vision.
Information visualization.
Computer science.
Computer science > Mathematics.
Mathematical statistics.
Neural networks (Computer science) .
Computer Imaging, Vision, Pattern Recognition and Graphics.
Data and Information Visualization.
Theory of Computation.
Probability and Statistics in Computer Science.
Computer Science.
Mathematical Models of Cognitive Processes and Neural Networks.
الوصول للمادة أونلاين:https://doi.org/10.1007/978-3-030-96530-3
الوسوم: إضافة وسم
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جدول المحتويات:
  • 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.

مواد مشابهة