A Novel Framework for Classifying Leather Surface Defects Based on a Parameter Optimized Residual Network

Existing works on leather surface defects are mainly focused on the defect detection without performing the classification automatically. On the other hand, the manual classification has the disadvantages including a misjudgment, the occurrence of cumbersome labors and a high cost. To address these...

Full description

Bibliographic Details
Main Authors: Jiehang Deng, Jiaxin Liu, Changzheng Wu, Tao Zhong, Guosheng Gu, Bingo Wing-Kuen Ling
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9229496/