3 citations · 3 across the 5 of their papers we have counts for
5 papers
RMR-P: Road Metadata-Aware Restoration for Pavement Inspection
Amir Ghorbani, Amirali K. Gostar, WeiQin Chuah +4
Road-surface images captured by vehicle-mounted cameras are often degraded by motion blur, defocus, poor illumination, and noise due to vehicle motion, camera limitations, and vary…
Enhanced Online Test-time Adaptation with Feature-Weight Cosine Alignment
WeiQin Chuah, Ruwan Tennakoon, Alireza Bab-Hadiashar
Online Test-Time Adaptation (OTTA) has emerged as an effective strategy to handle distributional shifts, allowing on-the-fly adaptation of pre-trained models to new target domains…
Single Domain Generalization via Normalised Cross-correlation Based Convolutions
WeiQin Chuah, Ruwan Tennakoon, Reza Hoseinnezhad +2
Deep learning techniques often perform poorly in the presence of domain shift, where the test data follows a different distribution than the training data. The most practically des…
ITSA: An Information-Theoretic Approach to Automatic Shortcut Avoidance and Domain Generalization in Stereo Matching Networks
WeiQin Chuah, Ruwan Tennakoon, Reza Hoseinnezhad +2
State-of-the-art stereo matching networks trained only on synthetic data often fail to generalize to more challenging real data domains. In this paper, we attempt to unfold an impo…
Adjusting Bias in Long Range Stereo Matching: A semantics guided approach
WeiQin Chuah, Ruwan Tennakoon, Reza Hoseinnezhad +2
Stereo vision generally involves the computation of pixel correspondences and estimation of disparities between rectified image pairs. In many applications, including simultaneous…