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A Review of Fabric Defect Detection Techniques
| Content Provider | CiteSeerX |
|---|---|
| Author | Dhotre, Bhagyashri Dhande M. R. |
| Abstract | In modern manufacturing industries quality inspection is an important aspect. For a long time, fabric defect inspection process is carried out by human visual inspection hence it is insufficient and costly. Therefore, automatic fabric defect inspection is required to reduce the cost and time waste caused by defects. The development of fully automated web inspection system requires robust and efficient fabric defect detection algorithms. Various techniques have been developed to detect fabric defects. Categorization of fabric defect detection techniques is useful in evaluating the qualities of identified features. Therefore on the basis of nature of features from the fabric surfaces, the proposed approaches have been characterized into three categories; statistical, spectral and model-based. |
| File Format | |
| Access Restriction | Open |
| Subject Keyword | Fabric Defect Detection Technique Long Time Automatic Fabric Defect Inspection Fabric Defect Inspection Process Web Inspection System Modern Manufacturing Industry Quality Inspection Efficient Fabric Defect Detection Algorithm Fabric Defect Various Technique Important Aspect Identified Feature Fabric Surface Human Visual Inspection Hence Time Waste |
| Content Type | Text |
