Dr. Zhiming Luo - 2017-CVPR-Large Kernel Matters

Dr. Zhiming Luo

2017-CVPR-Large Kernel Matters --

Improve Semantic Segmentation by Global Convolutional Network

Reference:

C. Peng, X. Zhang, G. Yu, G. Luo, J. Sun. Large Kernel Matters -- Improve Semantic Segmentation by Global Convolutional Network. Proc. CVPR 2017 [pdf]

Contributions:

Proposed a Global Convolutional Network to increase the kernel size
A Boundary Refinement block to the boundary.

Whole Pipeline:

Experiment Results:

1. k matters

2. Boundary Refinement helps

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