Robust Visual Object Tracking with Natural Language Region Proposal Network

4 Dec 2019Qi FengVitaly AblavskyQinxun BaiStan Sclaroff

Tracking with natural-language (NL) specification is a powerful new paradigm to yield trackers that initialize without a manually-specified bounding box, stay on target in spite of occlusions, and auto-recover when diverged. These advantages stem in part from visual appearance and NL having distinct and complementary invariance properties... (read more)

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