Motion and Appearance Adaptation for Cross-Domain Motion Transfer

no code implementations • 29 Sep 2022 • Borun Xu, Biao Wang, Jinhong Deng, Jiale Tao, Tiezheng Ge, Yuning Jiang, Wen Li, Lixin Duan

Motion transfer aims to transfer the motion of a driving video to a source image.

Object

Motion Transformer for Unsupervised Image Animation

1 code implementation • 28 Sep 2022 • Jiale Tao, Biao Wang, Tiezheng Ge, Yuning Jiang, Wen Li, Lixin Duan

Image animation aims to animate a source image by using motion learned from a driving video.

Image Animation

Undoing the Damage of Label Shift for Cross-domain Semantic Segmentation

1 code implementation • CVPR 2022 • Yahao Liu, Jinhong Deng, Jiale Tao, Tong Chu, Lixin Duan, Wen Li

Existing works typically treat cross-domain semantic segmentation (CDSS) as a data distribution mismatch problem and focus on aligning the marginal distribution or conditional distribution.

Semantic Segmentation

Structure-Aware Motion Transfer with Deformable Anchor Model

1 code implementation • CVPR 2022 • Jiale Tao, Biao Wang, Borun Xu, Tiezheng Ge, Yuning Jiang, Wen Li, Lixin Duan

Specifically, inspired by the known deformable part model (DPM), our DAM introduces two types of anchors or keypoints: i) a number of motion anchors that capture both appearance and motion information from the source image and driving video; ii) a latent root anchor, which is linked to the motion anchors to facilitate better learning of the representations of the object structure information.

Move As You Like: Image Animation in E-Commerce Scenario

1 code implementation • 19 Dec 2021 • Borun Xu, Biao Wang, Jiale Tao, Tiezheng Ge, Yuning Jiang, Wen Li, Lixin Duan

Creative image animations are attractive in e-commerce applications, where motion transfer is one of the import ways to generate animations from static images.

Image Animation