Image Segmentation : Attention-guided Chained Context Aggregation (CANET) -Overview

https://arxiv.org/abs/2002.12041

Issues in Fully Convolutional network:

https://arxiv.org/abs/2002.12041

Dilated convolution

Context Modules

https://ieeexplore.ieee.org/document/8954288

Stacked Encoder Decoder

https://arxiv.org/pdf/1603.06937.pdf
https://arxiv.org/pdf/1603.06937.pdf

Chained Context Aggregation Module (CAM)

Serial GF and CF

  • Helps to increase Receptive Field so as to get Localized Information

Parallel GF and CFs

  • Helps to capture context of different spatial details to get accurate feature maps

Chained Context Aggregation Network (CANet)

References:

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