Rethinking the Data Annotation Process for Multiview 3D Pose Estimation with Active Learning and Self-Training

Author:

Feng Qi1,He Kun1,Wen He1,Keskin Cem1,Ye Yuting1

Affiliation:

1. Meta Reality Labs

Publisher

IEEE

Reference48 articles.

1. Distilling the knowledge in a neural network;hinton;Advances in Neural Information Processing Systems (NeurIPS) Workshops,2015

2. ViewAL: Active Learning With Viewpoint Entropy for Semantic Segmentation

3. Epipolar Transformers

4. Deep active learning: Unified and principled method for query and training;shui;Proc International Conference on Artificial Intelligence and Statistics (AISTATS),2020

5. Human3.6M: Large Scale Datasets and Predictive Methods for 3D Human Sensing in Natural Environments

Cited by 2 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Active Transfer Learning for Efficient Video-Specific Human Pose Estimation;2024 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV);2024-01-03

2. Human-in-the-loop AAL Approach to Emotion Capture and Classification;Ambient Intelligence – Software and Applications – 14th International Symposium on Ambient Intelligence;2023

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