crossrefHorticulturae2022-07-21Cited by 11
Multi-Band-Image Based Detection of Apple Surface Defect Using Machine Vision and Deep Learning
Yan Tang, Hongyi Bai, Laijun Sun, Yu Wang, Jingli Hou, Yonglong Huo, et al.
Accurate surface defect extraction of apples is critical for their quality inspection and marketing purposes. Using multi-band images, this study proposes a detection method for apple surface defects with a combination of machine vision and deep learning. Five single bands, 460,…