Foundations of Computer Vision:Computational Geometry,Visual Image Structures and Object Shape Detection
by:James F. Peters
Series:Intelligent Systems Reference Library (Book 124)
pages 页数：431 pages
Publisher Finelybook 出版社：Springer; 1st ed. 2017 edition (March 18,2017)
This book introduces the fundamentals of computer vision (CV),with a focus on extracting useful information from digital images and videos. Including a wealth of methods used in detecting and classifying image objects and their shapes,it is the first book to apply a trio of tools (computational geometry,topology and algorithms) in solving CV problems,shape tracking in image object recognition and detecting the repetition of shapes in single images and video frames. Computational geometry provides a visualization of topological structures such as neighborhoods of points embedded in images,while image topology supplies us with structures useful in the analysis and classiﬁcation of image regions. Algorithms provide a practical,step-by:-step means of viewing image structures.
The implementations of CV methods in Matlab and Mathematica,classiﬁcation of chapter problems with the symbols (easily solved) and (challenging) and its extensive glossary of key words,examples and connections with the fabric of CV make the book an invaluable resource for advanced undergraduate and ﬁrst year graduate students in Engineering,Computer Science or Applied Mathematics.
It offers insights into the design of CV experiments,inclusion of image processing methods in CV projects,as well as the reconstruction and interpretation of recorded natural scenes.
未经允许不得转载:finelybook » Foundations of Computer Vision:Computational Geometry,Visual Image Structures and Object Shape Detection
- Algebraic Foundations for Applied Topology and Data Analysis
- Event-Driven Architecture in Golang: Building complex systems with asynchronicity and eventual consistency
- AWS for Non-Engineers
- Handbook of Re-Engineering Software Intensive Systems into Software Product Lines
- AWS All-in-one Security Guide: Design, Build, Monitor, and Manage a Fortified Application Ecosystem on AWS
- Cyber Security: The complete guide to cyber threats and protection