A Novel Fruit Shape Classification Method: BLS-Levelset

Zhang Dan, Tieshan Li, Yi Zuo

TL;DR: a novel fruit shape classification method based on level set and broad learning system

Abstract: Although some fruits have a fixed shape, but the growth process, the shape will still be different, different fruit shape has a certain impact on the subsequent fruit classification and selection. In order to realize fruit shape classification quickly and accurately, a novel fruit shape classification method based on level set and broad learning system(BLS) is proposed in this paper. Firstly, fruit shape information is extracted based on level set, then fruit image information is extracted based on BLS, and finally, shape information and fruit information are fused to carry out fruit shape classification research. The method was applied to the classification of the fruit shape, and the experimental results showed the effectiveness of the proposed method.

Submission Number: 89