no code implementations • 24 May 2022 • Zixuan Huang, Yunfeng Wang, Zhiwen Chen, Xin Gao, Ruili Feng, Xiaobo Li
Skeleton extraction is a task focused on providing a simple representation of an object by extracting the skeleton from the given binary or RGB image.
1 code implementation • 24 Apr 2022 • Xiangyu Zhu, Tingting Liao, Jiangjing Lyu, Xiang Yan, Yunfeng Wang, Kan Guo, Qiong Cao, Stan Z. Li, Zhen Lei
In this paper, we consider a novel problem of reconstructing a 3D human avatar from multiple unconstrained frames, independent of assumptions on camera calibration, capture space, and constrained actions.
no code implementations • 14 Oct 2021 • Chenxi Wang, Yunfeng Wang, Zixuan Huang, Zhiwen Chen
Global human motion forecasting is important in many fields, which is the combination of global human trajectory prediction and local human pose prediction.
no code implementations • 24 Aug 2020 • Xinyan Zhang, Yunfeng Wang, Pengfei Xiong
As a fine-grained segmentation task, human parsing is still faced with two challenges: inter-part indistinction and intra-part inconsistency, due to the ambiguous definitions and confusing relationships between similar human parts.
no code implementations • 8 May 2018 • Yunfeng Wang, Wengang Zhou, Qilin Zhang, Houqiang Li
Visual attributes in individual video frames, such as the presence of characteristic objects and scenes, offer substantial information for action recognition in videos.
no code implementations • 8 May 2018 • Yunfeng Wang, Wengang Zhou, Qilin Zhang, Xiaotian Zhu, Houqiang Li
Termed "Weighted Multi-Region Convolutional Neural Network" (WMR ConvNet), the proposed system is LSTM-free, and is based on 2D ConvNet that does not require the accumulation of video frames for 3D ConvNet filtering.