CNN feature or handcrafted feature in DCF object tracker?

In the DCF framework, a crucial component except DCF trackers is the adopted feature map, especially when we need the tracker to be applied in practical. The powerful feature map from CNN achieves an outstanding performance when compared to the handcrafted feature (HOG, Color-Name), however, it make...

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Bibliographic Details
Main Authors: Yan Zhou, Hongwei Guo, Dongli Wang
Format: Article
Language:English
Published: Elsevier 2020-08-01
Series:Engineering Science and Technology, an International Journal
Subjects:
DCF
CNN
HOG
Online Access:http://www.sciencedirect.com/science/article/pii/S2215098619310195