Exploiting Temporal Information in Real-time Portrait Video Segmentation

Author:

Xu Weichen1ORCID,Shen Yezhi1ORCID,Lin Qian2ORCID,Allebach Jan P.1ORCID,Zhu Fengqing1ORCID

Affiliation:

1. Purdue University, West Lafayette, IN, USA

2. HP Inc., Palo Alto, CA, USA

Publisher

ACM

Reference32 articles.

1. L. Chen G. Papandreou F. Schroff and H. Adam. 2017. Rethinking atrous convolution for semantic image segmentation. arXiv preprint arXiv:1706.05587 (2017). L. Chen G. Papandreou F. Schroff and H. Adam. 2017. Rethinking atrous convolution for semantic image segmentation. arXiv preprint arXiv:1706.05587 (2017).

2. X. Chen D. Qi and J. Shen. 2019. Boundary-aware network for fast and high-accuracy portrait segmentation. arXiv preprint arXiv:1901.03814 (2019). X. Chen D. Qi and J. Shen. 2019. Boundary-aware network for fast and high-accuracy portrait segmentation. arXiv preprint arXiv:1901.03814 (2019).

3. B. Cheng , R. Girshick , P. Dollár , A. C. Berg , and A. Kirillov . 2021. Boundary IoU: Improving object-centric image segmentation evaluation . Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (June 2021 ), 15334--15342. B. Cheng, R. Girshick, P. Dollár, A. C. Berg, and A. Kirillov. 2021. Boundary IoU: Improving object-centric image segmentation evaluation. Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (June 2021), 15334--15342.

4. Lutao Chu , Yi Liu , Zewu Wu , Shiyu Tang , Guowei Chen , Yuying Hao , Juncai Peng , Zhiliang Yu , Zeyu Chen , Baohua Lai , 2022 . Pp-humanseg: Connectivity-aware portrait segmentation with a large-scale teleconferencing video dataset. (2022), 202--209. Lutao Chu, Yi Liu, Zewu Wu, Shiyu Tang, Guowei Chen, Yuying Hao, Juncai Peng, Zhiliang Yu, Zeyu Chen, Baohua Lai, et al. 2022. Pp-humanseg: Connectivity-aware portrait segmentation with a large-scale teleconferencing video dataset. (2022), 202--209.

5. X. Du , X. Wang , D. Li , J. Zhu , S. Tasci , C. Upright , S. Walsh , and L. Davis . 2019. Boundary-sensitive network for portrait segmentation . 2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (May 2019 ), 1--8. Lille, France. X. Du, X. Wang, D. Li, J. Zhu, S. Tasci, C. Upright, S. Walsh, and L. Davis. 2019. Boundary-sensitive network for portrait segmentation. 2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (May 2019), 1--8. Lille, France.

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