Abstract: The coexistence of multiple defect categories as well as the substantial class imbalance problem significantly impair the detection of sewer pipeline defects. To solve this problem, a multilabel pipe defect recognition ...

Abstract: In the field of sewage pipeline inspection, the Pipeline Assessment Certification Program (PACP) requires encoding pipe cracks at the subcategory level in practical applications. This study seeks to address the need to ...