This text provides a survey of the latest research into the Hough transform for line detection and its contemporary developments. Written with students in mind, this work can serve as a condensed textbook and as a reference for practitioners working in computer vision. The text also presents an overview and detailed elaboration of recent research related to PClines - a line parameterization based on parallel coordinates. A detailed analysis of the concept is given, including implementation details and measurements. One chapter discusses the detection of chessboard-like patterns, and sets of parallel lines and lines coincident with one (vanishing) point - a topic with many applications, such as 2D barcodes, aerial images, and architecture recognition. The work summarizes recent research in the field, and analyses new advances achieved using the PClines parameterization.
- ISBN:
- 9781447144137
- 9781447144137
-
Category:
- Pattern recognition
- Format:
- Paperback
- Publication Date:
-
22-09-2012
- Language:
- English
- Publisher:
- Springer London Ltd
- Country of origin:
- United Kingdom
- Pages:
- 82
- Dimensions (mm):
- 235x155x5mm
- Weight:
- 1.53kg
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