Guyue Zhang — accepted AI-conference papers

2017

Temporal Context Network for Activity Localization in Videos

Xiyang Dai, Bharat Singh, Guyue Zhang, Larry S. Davis, Yan Qiu Chen

ICCV 2017poster

We present a Temporal Context Network (TCN) for precise temporal localization of human activities. Similar to the Faster-RCNN architecture, proposals are placed at equal intervals in a video which span multiple temporal scales. We propose a novel representation for ranking these proposals. Since poo…

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2016

Reliably detecting humans with RGB-D camera with physical blob detector followed by learning-based filtering

Guyue Zhang, Jun Liu, Luchao Tian, Yan Qiu Chen

ICASSP 2016accepted

This paper proposes a two-staged approach to real-time human detection in cluttered environments using RGB-D camera. The first stage is a novel physical blob (P-Blob) detection that can quickly find plausible human heads. The second stage uses a combination of human upper-body features to filter out…

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