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Jiyeoup Jeong

2 accepted papers

2018

Context-Aware Deep Feature Compression for High-Speed Visual Tracking

CVPR 2018poster

We propose a new context-aware correlation filter based tracking framework to achieve both high computational speed and state-of-the-art performance among real-time trackers. The major contribution to the high computational speed lies in the proposed deep feature compression that is achieved by a co…

2016

Visual Tracking Using Attention-Modulated Disintegration and Integration

CVPR 2016poster

In this paper, we present a novel attention-modulated visual tracking algorithm that decomposes an object into multiple cognitive units, and trains multiple elementary trackers in order to modulate the distribution of attention according to various feature and kernel types. In the integration stage…

Cited by 215PDFScholar