Proposal of local feature vector focusing on the differences among neighboring ROI’s
- Resource Type
- Conference
- Authors
- Muto, Koki; Matsubara, Takuma; Koshimizu, Hiroyasu
- Source
- 2018 International Workshop on Advanced Image Technology (IWAIT) Advanced Image Technology (IWAIT), 2018 International Workshop on. :1-3 Jan, 2018
- Subject
- Communication, Networking and Broadcast Technologies
Computing and Processing
Signal Processing and Analysis
Inspection
Histograms
Visualization
IEEE Regions
Surface texture
Surface treatment
Machine learning
Visual inspection
Metal surface
PCB
Machine Learning
- Language
It is difficult to cope with the product surface inspections with complicated textures by using the conventional procedures such as basic banalization, morphology processing, etc. Then we propose a set of new local features which could be sensitive to the differences among neighboring ROI's and experimented successfully how the proposed features were effective.