Paper
15 October 1986 Shape Description With An Associative Memory
G. Eichmann, M. Jankowski, M. Stojancic
Author Affiliations +
Proceedings Volume 0638, Hybrid Image Processing; (1986) https://doi.org/10.1117/12.964266
Event: 1986 Technical Symposium Southeast, 1986, Orlando, United States
Abstract
In this paper a new shape classification scheme is proposed which uses the image processing formalism of associative memory mappings. This scalar transform technique is applied to two-dimensional (2D) images. The shape description is the centroidal profile which is the radius as a function of arc length parametrization of the boundary. Other one-dimensional (1D) representations are also discussed. The scheme is applicable to both full- and partial-view recognition problems. The restoration of degraded images, either due to occlusion or other forms of information loss, is optimal in the least squares sense.
© (1986) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
G. Eichmann, M. Jankowski, and M. Stojancic "Shape Description With An Associative Memory", Proc. SPIE 0638, Hybrid Image Processing, (15 October 1986); https://doi.org/10.1117/12.964266
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CITATIONS
Cited by 4 scholarly publications.
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KEYWORDS
Content addressable memory

Image classification

Image processing

Pattern recognition

Shape analysis

Detection and tracking algorithms

Bandpass filters

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