A novel shape-based coding-decoding technique for an industrial visual inspection system.
This paper describes a unique single camera-based dimension storage method for image-based measurement. The system has been designed and implemented in one of the integrated steel plants of India. The purpose of the system is to encode the frontal cross-sectional area of an ingot. The encoded data will be stored in a database to facilitate the future manufacturing diagnostic process. The compression efficiency and reconstruction error of the lossy encoding technique have been reported and found to be quite encouraging.
Mukherjee
Anirban
A
Department of Electrical Engineering, Indian Institute of Technology, Kharagpur-72130, India.
Chaudhuri
Subhasis
S
Dutta
Pranab K
PK
Sen
Siddhartha
S
Patra
Amit
A
D000465:Algorithms; D001185:Artificial Intelligence; D019544:Equipment Failure Analysis / Q000379:methods*; D007089:Image Enhancement / Q000379:methods*; D007090:Image Interpretation, Computer-Assisted / Q000379:methods*; D008283:Maintenance / Q000379:methods*; D010363:Pattern Recognition, Automated; D014741:Video Recording / Q000379:methods*