27 citations · 41 across the 8 of their papers we have counts for
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cs.CV2023★ 27 cited
P2AT: Pyramid Pooling Axial Transformer for Real-time Semantic Segmentation
Mohammed A. M. Elhassan, Changjun Zhou, Amina Benabid +1
Recently, Transformer-based models have achieved promising results in various vision tasks, due to their ability to model long-range dependencies. However, transformers are computa…
cs.CV2022★ 13 cited
S-FPN: Scale-ware Strip Attention Guided Feature Pyramid Network for Real-time Semantic Segmentation
Mohammed A. M. Elhassan, Chenhui Yang, Chenxi Huang +4
Modern high-performance semantic segmentation methods employ a heavy backbone and dilated convolution to extract the relevant feature. Although extracting features with both contex…