An Improved Biomimetic Olfactory Model and Its Application in Traffic Sign Recognition
Jin Zhang,
Haobo He,
Wei Li
et al.
Abstract:In human and other organisms’ perception, olfaction plays a vital role, and biomimetic olfaction models offer a pathway for studying olfaction. The most optimal existing biomimetic olfaction model is the KIII model proposed by Professor Freeman; however, it still exhibits certain limitations. This study aims to address these limitations: In the feature extraction stage, it introduces adaptive histogram equalization, Gaussian filtering, and discrete cosine transform methods, effectively enhancing and extracting… Show more
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