Tianyu Yang

I am a PhD student in VISAL at City University of Hong Kong under the superviosn of Dr. Antoni B. Chan. My research interest mainly lies in deep learning with a focus on visual tracking.

Email  /  Github /  Google Scholar

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Publications
ROAM: Recurrently Optimizing Tracking Model
Tianyu Yang, Pengfei Xu, Runbo Hu, Hua Chai, and Antoni B. Chan
arXiv, 2019
Visual Tracking via Dynamic Memory Networks
Tianyu Yang, Antoni B. Chan
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
code  /  otb100-results  /  vot2015-results  /  vot2016-results  /  vot2017-results
Learning Dynamic Memory Networks for Object Tracking
Tianyu Yang, Antoni B. Chan
European Conference on Computer Vision (ECCV), 2018
code  /  otb100-results  /  vot2016-results
Density-Preserving Hierarchical EM Algorithm: Simplifying Gaussian Mixture Models for Approximate Inference
Lei Yu, Tianyu Yang, Antoni B. Chan
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2018
Recurrent Filter Learning for Visual Tracking
Tianyu Yang, Antoni B. Chan
Workshop on Visual Object Tracking (VOT) Chanllenge, ICCV 2017
code  /  otb100-results  /  vot2016-results
Approximate Inference for Generic Likelihoods via Density-Preserving GMM Simplification
Lei Yu, Tianyu Yang, Antoni B. Chan
Workshop on Advances in Approximate Bayesian Inference, NIPS 2016
Robust Object Tracking With Reacquisition Ability Using Online Learned Detector
Tianyu Yang, Baopu Li, Max Q.-h Meng
IEEE transactions on Cybernetics , 2014
Adaptive Visual Tracking with Reacquisition Ability for Arbitrary Objects
Tianyu Yang, Baopu Li, Chao Hu, Max Q.-h Meng
International Conference on Robotics and Automation (ICRA) , 2013
Service

Reviewer for ICCV2017, CVPR2019, ICCV2019, TIP


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