Surface defect detection competition with a bio-inspired vision sensor

Anjing Guo; Jupo Ma; Renwei Dian; Fuyan Ma; Jinjian Wu; Shutao Li

doi:10.1093/nsr/nwad130

Surface defect detection competition with a bio-inspired vision sensor

Natl Sci Rev. 2023 May 9;10(6):nwad130. doi: 10.1093/nsr/nwad130. eCollection 2023 Jun.

Authors

Anjing Guo¹, Jupo Ma^{2

3}, Renwei Dian¹, Fuyan Ma^{4

5}, Jinjian Wu^{2

3}, Shutao Li^{1

4}

Affiliations

¹ School of Robotics, Hunan University, China.
² School of Artificial Intelligence, Xidian University, China.
³ Pazhou Laboratory (Huangpu), China.
⁴ College of Electrical and Information Engineering, Hunan University, China.
⁵ Key Laboratory of Visual Perception and Artificial Intelligence of Hunan Province, China.

Abstract

This paper reports the background and results of the Surface Defect Detection Competition with Bio-inspired Vision Sensor, as well as summarizes the champion solutions, current challenges and future directions.