KGSNet: Key-Point-Guided Super-Resolution Network for Pedestrian Detection in the Wild

Yancheng Bai
Yancheng Bai
Mingli Ding
Mingli Ding
Shibiao Xu
Shibiao Xu

IEEE Transactions on Neural Networks and Learning Systems, pp. 2251-2265, 2021.

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Abstract:

In real-world scenarios (i.e., in the wild), pedestrians are often far from the camera (i.e., small scale), and they often gather together and occlude with each other (i.e., heavily occluded). However, detecting these small-scale and heavily occluded pedestrians remains a challenging problem for the existing pedestrian detection methods. ...More

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