CoCa: A Connectivity-Aware Cascade Framework for Histology Gland Segmentation

Author:

Bai Yu1ORCID,Zhang Bo1ORCID,Zhang Zheng1ORCID,Liu Wu1ORCID,Li Jinwen1ORCID,Gong Xiangyang1ORCID,Wang Wendong1ORCID

Affiliation:

1. Beijing University of Posts and Telecommunications, Beijing, China

Funder

National Natural Science Foundation of China

BUPT Excellent Ph.D. Students Foundation

Beijing Natural Science Foundation-Haidian Original Innovation Joint Fund Project

Beijing Nova Program

National Key R&D Program of China

Publisher

ACM

Reference42 articles.

1. Vijay Badrinarayanan , Alex Kendall , and Roberto Cipolla . 2017 . Segnet: A deep convolutional encoder-decoder architecture for image segmentation . IEEE transactions on pattern analysis and machine intelligence 39, 12 (2017), 2481--2495. Vijay Badrinarayanan, Alex Kendall, and Roberto Cipolla. 2017. Segnet: A deep convolutional encoder-decoder architecture for image segmentation. IEEE transactions on pattern analysis and machine intelligence 39, 12 (2017), 2481--2495.

2. Topology Aware Fully Convolutional Networks for Histology Gland Segmentation

3. Hao Chen , Xiaojuan Qi , Lequan Yu , Qi Dou , Jing Qin , and Pheng-Ann Heng . 2017 . DCAN: Deep contour-aware networks for object instance segmentation from histology images. Medical image analysis 36 (2017), 135--146. Hao Chen, Xiaojuan Qi, Lequan Yu, Qi Dou, Jing Qin, and Pheng-Ann Heng. 2017. DCAN: Deep contour-aware networks for object instance segmentation from histology images. Medical image analysis 36 (2017), 135--146.

4. DCAN: Deep Contour-Aware Networks for Accurate Gland Segmentation

5. Liang-Chieh Chen , George Papandreou , Iasonas Kokkinos , Kevin Murphy , and Alan L Yuille . 2017 . Deeplab: Semantic image segmentation with deep convolutional nets, atrous convolution, and fully connected crfs . IEEE transactions on pattern analysis and machine intelligence 40, 4 (2017), 834--848. Liang-Chieh Chen, George Papandreou, Iasonas Kokkinos, Kevin Murphy, and Alan L Yuille. 2017. Deeplab: Semantic image segmentation with deep convolutional nets, atrous convolution, and fully connected crfs. IEEE transactions on pattern analysis and machine intelligence 40, 4 (2017), 834--848.

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