3 papers
cs.CV2021
Sparse Spatial Attention Network for Semantic Segmentation
Mengyu Liu, Hujun Yin
The spatial attention mechanism captures long-range dependencies by aggregating global contextual information to each query location, which is beneficial for semantic segmentation.…
cs.CV2019
Feature Pyramid Encoding Network for Real-time Semantic Segmentation
Mengyu Liu, Hujun Yin
Although current deep learning methods have achieved impressive results for semantic segmentation, they incur high computational costs and have a huge number of parameters. For rea…
cs.CV2019
Cross Attention Network for Semantic Segmentation
Mengyu Liu, Hujun Yin
In this paper, we address the semantic segmentation task with a deep network that combines contextual features and spatial information. The proposed Cross Attention Network is comp…