no code implementations • 25 Mar 2018 • Dong-Qing Zhang
This paper proposes a different paradigm of image recognition, which can take advantages of variable scales of the input images, has more computational scalabilities, and is more similar to image recognition by human visual system.
1 code implementation • CVPR 2018 • Dong-Qing Zhang
We suggest that these models can be considered as special cases of a generalized convolution operation, named channel local convolution(CLC), where an output channel is computed using a subset of the input channels.
no code implementations • 27 Jul 2017 • Wei Xiang, Dong-Qing Zhang, Heather Yu, Vassilis Athitsos
SSD is one of the state-of-the-art object detection algorithms, and it combines high detection accuracy with real-time speed.
no code implementations • CVPR 2017 • Zhanning Gao, Gang Hua, Dong-Qing Zhang, Nebojsa Jojic, Le Wang, Jianru Xue, Nanning Zheng
We develop a unified framework for complex event retrieval, recognition and recounting.
no code implementations • CVPR 2017 • Jiaolong Yang, Peiran Ren, Dong-Qing Zhang, Dong Chen, Fang Wen, Hongdong Li, Gang Hua
The network takes a face video or face image set of a person with a variable number of face images as its input, and produces a compact, fixed-dimension feature representation for recognition.
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