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Circle Detection Using the Image Ray Transform

Record type: Conference or Workshop Item (Other)

Physical analogies are an exciting paradigm for creating techniques for image feature extraction. A transform using an analogy to light rays has been developed for the detection of circular and tubular features. It uses a 2D ray tracing algorithm to follow rays through an image, interacting at a low level, to emphasise higher level features. It has been empirically tested as a pre-processor to aid circle detection with the Hough Transform and has been shown to provide a clear improvement over standard techniques. The transform was also used on natural images and we show its ability to highlight circles even in complex scenes. We also show the flexibility available to the technique through adjustment of parameters.

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Citation

Cummings, Alastair, Nixon, Mark and Carter, John (2010) Circle Detection Using the Image Ray Transform At VISAPP, France. 17 - 21 May 2010.

More information

Published date: May 2010
Additional Information: Event Dates: May 17-21 2010
Venue - Dates: VISAPP, France, 2010-05-17 - 2010-05-21
Organisations: Southampton Wireless Group

Identifiers

Local EPrints ID: 271154
URI: http://eprints.soton.ac.uk/id/eprint/271154
PURE UUID: e4db977e-989c-4b69-a20a-8bbc2d44a6f6

Catalogue record

Date deposited: 24 May 2010 15:11
Last modified: 18 Jul 2017 06:46

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Contributors

Author: Alastair Cummings
Author: Mark Nixon
Author: John Carter

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