Zhixin Piao — accepted AI-conference papers

2019

Liquid Warping GAN: A Unified Framework for Human Motion Imitation, Appearance Transfer and Novel View Synthesis

Wen Liu, Zhixin Piao, Jie Min, Wenhan Luo, Lin Ma, Shenghua Gao

ICCV 2019poster

We tackle the human motion imitation, appearance transfer, and novel view synthesis within a unified framework, which means that the model once being trained can be used to handle all these tasks. The existing task-specific methods mainly use 2D keypoints (pose) to estimate the human body structure.…

Cited by 333 PDF ↗code ↗Scholar ↗

2018

Encoding Crowd Interaction With Deep Neural Network for Pedestrian Trajectory Prediction

Yanyu Xu, Zhixin Piao, Shenghua Gao

CVPR 2018poster

Pedestrian trajectory prediction is a challenging task because of the complex nature of humans. In this paper, we tackle the problem within a deep learning framework by considering motion information of each pedestrian and its interaction with the crowd. Specifically, motivated by the residual learn…

Cited by 336 Source ↗PDF ↗Scholar ↗