Multilabel Sewer Pipe Defect Recognition with Mask Attention Feature Enhancement and Label Correlation Learning
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 …
problem significantly impair the detection of sewer pipeline defects. To solve this problem, a …
Dual-Stream Attention Transformers for Sewer Defect Classification
AAR Newaz, M Abdeldguerfi, KN Niles… - arxiv preprint arxiv …, 2023 - arxiv.org
We propose a dual-stream multi-scale vision transformer (DS-MSHViT) architecture that
processes RGB and optical flow inputs for efficient sewer defect classification. Unlike …
processes RGB and optical flow inputs for efficient sewer defect classification. Unlike …
When the Small-Loss Trick is Not Enough: Multi-Label Image Classification with Noisy Labels Applied to CCTV Sewer Inspections
K Chelouche, M Lachaize, M Bernard, L Olgiati… - arxiv preprint arxiv …, 2024 - arxiv.org
The maintenance of sewerage networks, with their millions of kilometers of pipe, heavily
relies on efficient Closed-Circuit Television (CCTV) inspections. Many promising …
relies on efficient Closed-Circuit Television (CCTV) inspections. Many promising …
DBMF-Net: A Dual-Branch Multimodal Fusion Network for Multi-label Sewer Defect Classification
Z Chen, L Wan - Chinese Conference on Pattern Recognition and …, 2024 - Springer
As a key component of urban infrastructure, the maintenance and inspection of sewer pipes
is crucial to ensure the normal operation of cities. However, existing methods for multi-label …
is crucial to ensure the normal operation of cities. However, existing methods for multi-label …
Vision Based Automated Pipeline Inspection
A Bhagat, SR Basireddy - 2024 18th International Conference …, 2024 - ieeexplore.ieee.org
Most nations today have a highly complex and old pipeline network, used for transporting
gas, water, telecommunication cables, sewage, etc., that demands regular inspection and …
gas, water, telecommunication cables, sewage, etc., that demands regular inspection and …
Multi-Label Image Classification Provides Reliable Recommendations for Cctv Sewer Inspections
R Cuingnet, M Bernard, P Rodrigues-Sampaio… - Available at SSRN … - papers.ssrn.com
Sewer infrastructure is crucial for public health and environmental protection. The
maintenance of these sewerage networks, with millions of kilometers of pipe, heavily relies …
maintenance of these sewerage networks, with millions of kilometers of pipe, heavily relies …