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Image Classification Based on Hierarchical Temporal Memory and Color Features
R. Škoviera - Slovak Academy of Sciences
The research in the domain of content-based image retrieval (CBIR), which often operate on color images, is concentrated on several problems, among which two problems are essential:
development of efficient image object classification algorithms, and
selection of suitable image features
Recently a biologically inspired Hierarchical Temporal Memory (HTM) network showed promising results in the area of object classification by transforming low-level features to features more robust to affine geometric transformations. Our basic goal is to develop a CBIR system based on this network. However, HTM was originally designed to work on grey-scale images only. Therefore, our research is focused on the idea of extending the function ...
Erstellt: 14.08.2013 14:48