Wen-Yan Lin

Singapore Management University — Singapore

Computer Science · Physical Sciences

14h-index3.3kcitations36works0.02yr avg
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Research Topics

Advanced Image and Video Retrieval Techniques(18), Advanced Vision and Imaging(14), Robotics and Sensor-Based Localization(12), Anomaly Detection Techniques and Applications(6), Advanced Neural Network Applications(5)

Publications36 total

FlexUOD: The Answer to Real-world Unsupervised Image Outlier Detection
2025
Rethinking Unsupervised Outlier Detection via Multiple Thresholding
Lecture notes in computer science·2024
Rethinking Unsupervised Outlier Detection via Multiple Thresholding
arXiv (Cornell University)·2024Open Access
Relation Preserving Triplet Mining for Stabilising the Triplet Loss in Re-identification Systems
2023 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV)·2023· 24 cited
Distance Based Image Classification: A solution to generative classification’s conundrum?
International Journal of Computer Vision·2022· 3 cited
Locally Varying Distance Transform for Unsupervised Visual Anomaly Detection
Lecture notes in computer science·2022· 5 cited
Relation Preserving Triplet Mining for Stabilizing the Triplet Loss in Vehicle Re-identification.
arXiv (Cornell University)·2021· 4 citedOpen Access
Shell Theory: A Statistical Model of Reality
IEEE Transactions on Pattern Analysis and Machine Intelligence·2021· 7 cited
Deep Unsupervised Anomaly Detection
2021· 68 cited
Dual-SLAM: A framework for robust single camera navigation
2020· 12 cited
Dual-SLAM: A framework for robust single camera navigation
arXiv (Cornell University)·2020· 2 citedOpen Access
Hierarchical Models: Intrinsic Separability in High Dimensions
arXiv (Cornell University)·2020Open Access
Light Structure from Pin Motion: Geometric Point Light Source Calibration
International Journal of Computer Vision·2020· 13 citedOpen Access
An Analysis of Sketched IRLS for Accelerated Sparse Residual Regression
Lecture notes in computer science·2020· 1 cited
GMS: Grid-Based Motion Statistics for Fast, Ultra-robust Feature Correspondence
International Journal of Computer Vision·2019· 131 citedOpen Access
Dimensionality's Blessing: Clustering Images by Underlying Distribution
2018· 9 cited
Dimensionality's Blessing: Clustering Images by Underlying Distribution
arXiv (Cornell University)·2018· 1 citedOpen Access
Efficient velocity estimation for MAVs by fusing motion from two frontally parallel cameras
Journal of Real-Time Image Processing·2018· 7 cited
Image Matching Benchmark
arXiv (Cornell University)·2017Open Access
Image Matching: An Application-oriented Benchmark
arXiv (Cornell University)·2017· 6 citedOpen Access
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Frequent Co-authors

Ming‐Ming Cheng(11), Siying Liu(10), Yasuyuki Matsushita(8), Jiangbo Lu(6), Sai-Kit Yeung(5), Philip H. S. Torr(4), Jia-Wang Bian(4), Shuai Zheng(4), Nigel Crook(4), Loong‐Fah Cheong(4), Zhonghang Liu(4), Vibhav Vineet(3), N. Minh(3), Le Zhang(3), Ian Reid(3), Jonathan Warrell(2), Hongsheng Yang(2), Paul Sturgess(2), Niloy J. Mitra(2), Linlin Liu(2)