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Integrating Graphics and Vision for Object Recognition
Mark R. Stevens
J. Ross Beveridge
出版
Springer Science & Business Media
, 2013-06-29
主題
Computers / Artificial Intelligence / Computer Vision & Pattern Recognition
Computers / Software Development & Engineering / Computer Graphics
Technology & Engineering / Automation
Computers / Artificial Intelligence / General
Computers / Software Development & Engineering / General
Computers / Optical Data Processing
ISBN
1475755244
9781475755244
URL
http://books.google.com.hk/books?id=-b7VBwAAQBAJ&hl=&source=gbs_api
EBook
SAMPLE
註釋
Integrating Graphics and Vision for Object Recognition serves as a reference for electrical engineers and computer scientists researching computer vision or computer graphics.
Computer graphics and computer vision can be viewed as different sides of the same coin. In graphics, algorithms are given knowledge about the world in the form of models, cameras, lighting, etc., and infer (or render) an image of a scene. In vision, the process is the exact opposite: algorithms are presented with an image, and infer (or interpret) the configuration of the world. This work focuses on using computer graphics to interpret camera images: using iterative rendering to predict what should be visible by the camera and then testing and refining that hypothesis.
Features of the book include:
Many illustrations to supplement the text;
A novel approach to the integration of graphics and vision;
Genetic algorithms for vision;
Innovations in closed loop object recognition.
Integrating Graphics and Vision for Object Recognition will be of interest to research scientists and practitioners working in fields related to the topic. It may also be used as an advanced-level graduate text.