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. Before joining CityU, I worked as a research engineer at SRCB of Ricoh.

Email  /  Github

Publications

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

Teaching

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