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cs.CV2024
A Deep Semantic Segmentation Network with Semantic and Contextual Refinements
Zhiyan Wang, Deyin Liu, Lin Yuanbo Wu +3
Semantic segmentation is a fundamental task in multimedia processing, which can be used for analyzing, understanding, editing contents of images and videos, among others. To accele…
cs.CV2024
A feature refinement module for light-weight semantic segmentation network
Zhiyan Wang, Xin Guo, Song Wang +2
Low computational complexity and high segmentation accuracy are both essential to the real-world semantic segmentation tasks. However, to speed up the model inference, most existin…
cs.CV2021
Edge-Labeling based Directed Gated Graph Network for Few-shot Learning
Peixiao Zheng, Xin Guo, Lin Qi
Existing graph-network-based few-shot learning methods obtain similarity between nodes through a convolution neural network (CNN). However, the CNN is designed for image data with…