1. Image pattern algorithms using neural networks
- Author
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Kasparis, Takis, Eichmann, George, and Georgiopoulos, Michael N.
- Subjects
Image processing ,Pattern recognition ,Engineering and Technology ,Electrical Engineering - Electronic Engineering - Information Engineering ,Neural networks ,Algorithms - Abstract
The ability to classify texture regions in images is considered to be an important aspect of scene analysis. The information gained from such classification can be used by a computer vision system to assist in image segmentation as well as object identification. In this paper, the use of a neural network model in performing classification of images containing regular textures is investigated. The texture features used in the classification process are Hough transform-based descriptors. The performance and capabilities of the neural network approach are then compared to classical technique utilizing a linear associative memory.
- Published
- 1990