Search Results for author: Xiaoye Li

Found 2 papers, 2 papers with code

Semi-supervised Body Parsing and Pose Estimation for Enhancing Infant General Movement Assessment

2 code implementations14 Oct 2022 Haomiao Ni, Yuan Xue, Liya Ma, Qian Zhang, Xiaoye Li, Xiaolei Huang

We collected a new clinical IMV dataset with GMA annotations, and our experiments show that SPN models for body parsing and pose estimation trained on the first two datasets generalize well to the new clinical dataset and their results can significantly boost the CRNN-based GMA prediction performance.

Data Augmentation Generative Adversarial Network +1

AggPose: Deep Aggregation Vision Transformer for Infant Pose Estimation

1 code implementation11 May 2022 Xu Cao, Xiaoye Li, Liya Ma, Yi Huang, Xuan Feng, Zening Chen, Hongwu Zeng, Jianguo Cao

We show that AggPose outperforms hybrid model HRFormer and TokenPose in the infant pose estimation dataset.

Keypoint Detection

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