Improving Semi-Supervised Semantic Segmentation with Dual-Level Siamese Structure Network

Author:

Tian Zhibo1ORCID,Zhang Xiaolin2ORCID,Zhang Peng3ORCID,Zhan Kun1ORCID

Affiliation:

1. Lanzhou University, Lanzhou, China

2. Independent Researcher, Shenzhen, China

3. Shandong University of Science and Technology, Qingdao, China

Funder

Natural Science Foundation of Qinghai Province of China

Fundamental Research Funds for the Central Universities

National Natural Science Foundation of China

Publisher

ACM

Reference37 articles.

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2. Liang-Chieh Chen , Yukun Zhu , George Papandreou , Florian Schroff , and Hartwig Adam . 2018. Encoder-decoder with atrous separable convolution for semantic image segmentation . In ECCV. Springer , 801--818. Liang-Chieh Chen, Yukun Zhu, George Papandreou, Florian Schroff, and Hartwig Adam. 2018. Encoder-decoder with atrous separable convolution for semantic image segmentation. In ECCV. Springer, 801--818.

3. Xiaokang Chen , Yuhui Yuan , Gang Zeng , and Jingdong Wang . 2021. Semi-supervised semantic segmentation with cross pseudo supervision . In CVPR. IEEE , 2613--2622. Xiaokang Chen, Yuhui Yuan, Gang Zeng, and Jingdong Wang. 2021. Semi-supervised semantic segmentation with cross pseudo supervision. In CVPR. IEEE, 2613--2622.

4. S. Chopra , R. Hadsell , and Y. LeCun . 2005. Learning a similarity metric discriminatively, with application to face verification . In CVPR. IEEE , 539--546. S. Chopra, R. Hadsell, and Y. LeCun. 2005. Learning a similarity metric discriminatively, with application to face verification. In CVPR. IEEE, 539--546.

5. Marius Cordts , Mohamed Omran , Sebastian Ramos , Timo Rehfeld , Markus Enzweiler , Rodrigo Benenson , Uwe Franke , Stefan Roth , and Bernt Schiele . 2016. The cityscapes dataset for semantic urban scene understanding . In CVPR. IEEE , 3213--3223. Marius Cordts, Mohamed Omran, Sebastian Ramos, Timo Rehfeld, Markus Enzweiler, Rodrigo Benenson, Uwe Franke, Stefan Roth, and Bernt Schiele. 2016. The cityscapes dataset for semantic urban scene understanding. In CVPR. IEEE, 3213--3223.

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