Search Results for author: Zhanpeng Shao

Found 4 papers, 1 papers with code

Towards General and Fast Video Derain via Knowledge Distillation

no code implementations10 Aug 2023 Defang Cai, Pan Mu, Sixian Chan, Zhanpeng Shao, Cong Bai

As a common natural weather condition, rain can obscure video frames and thus affect the performance of the visual system, so video derain receives a lot of attention.

Knowledge Distillation Rain Removal

Event Voxel Set Transformer for Spatiotemporal Representation Learning on Event Streams

no code implementations7 Mar 2023 Bochen Xie, Yongjian Deng, Zhanpeng Shao, Hai Liu, Qingsong Xu, Youfu Li

To fit the sparse nature of events and sufficiently explore the relationship between them, we develop a novel attention-aware model named Event Voxel Set Transformer (EVSTr) for spatiotemporal representation learning on event streams.

Action Recognition Representation Learning

A Temporal Densely Connected Recurrent Network for Event-based Human Pose Estimation

1 code implementation15 Sep 2022 Zhanpeng Shao, Wen Zhou, Wuzhen Wang, Jianyu Yang, Youfu Li

By this recurrent architecture, we can explicitly model not only the sequential but also non-sequential geometric consistency across time steps to accumulate information from previous frames to recover the entire human bodies, achieving a stable and accurate human pose estimation from event data.

Pose Estimation

RRV: A Spatiotemporal Descriptor for Rigid Body Motion Recognition

no code implementations18 Jun 2016 Yao Guo, Youfu Li, Zhanpeng Shao

Motion behaviors of a rigid body can be characterized by a 6-dimensional motion trajectory, which contains position vectors of a reference point on the rigid body and rotations of this rigid body over time.

Descriptive Position

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