108 citations · 115 across the 3 of their papers we have counts for
4 papers · 1 filter
Graph Attention Layer Evolves Semantic Segmentation for Road Pothole Detection: A Benchmark and Algorithms
Rui Fan, Hengli Wang, Yuan Wang +2
Existing road pothole detection approaches can be classified as computer vision-based or machine learning-based. The former approaches typically employ 2-D image analysis/understan…
Rethinking Road Surface 3D Reconstruction and Pothole Detection: From Perspective Transformation to Disparity Map Segmentation
Rui Fan, Umar Ozgunalp, Yuan Wang +2
Potholes are one of the most common forms of road damage, which can severely affect driving comfort, road safety and vehicle condition. Pothole detection is typically performed by…
Three-Filters-to-Normal: An Accurate and Ultrafast Surface Normal Estimator
Rui Fan, Hengli Wang, Bohuan Xue +4
This paper proposes three-filters-to-normal (3F2N), an accurate and ultrafast surface normal estimator (SNE), which is designed for structured range sensor data, e.g., depth/dispar…
PT-ResNet: Perspective Transformation-Based Residual Network for Semantic Road Image Segmentation
Rui Fan, Yuan Wang, Lei Qiao +5
Semantic road region segmentation is a high-level task, which paves the way towards road scene understanding. This paper presents a residual network trained for semantic road segme…