no code implementations • 10 Aug 2023 • Liang Shang, Yanli Liu, Zhengyang Lou, Shuxue Quan, Nagesh Adluru, Bochen Guan, William A. Sethares
Convolutional neural networks (CNNs) and vision transformers (ViTs) have achieved remarkable success in various vision tasks.
no code implementations • 21 Oct 2021 • Yanli Liu, Bochen Guan, Qinwen Xu, Weiyi Li, Shuxue Quan
We develop a CNN pruning framework called SMOF, which Squeezes More Out of Filters by reducing both kernel size and the number of filter channels.
no code implementations • 30 Apr 2021 • Zhuo Su, Lan Xu, Dawei Zhong, Zhong Li, Fan Deng, Shuxue Quan, Lu Fang
To fill this gap, in this paper, we propose RobustFusion, a robust volumetric performance reconstruction system for human-object interaction scenarios using only a single RGBD sensor, which combines various data-driven visual and interaction cues to handle the complex interaction patterns and severe occlusions.
1 code implementation • 12 Dec 2020 • Yuliang Guo, Zhong Li, Zekun Li, Xiangyu Du, Shuxue Quan, Yi Xu
In this paper, a real-time method called PoP-Net is proposed to predict multi-person 3D poses from a depth image.
no code implementations • 15 Aug 2020 • Xiang Li, Yuan Tian, Fuyao Zhang, Shuxue Quan, Yi Xu
Ordinary object detection approaches process information from the images only, and they are oblivious to the camera pose with regard to the environment and the scale of the environment.