27 citations · 43 across the 8 of their papers we have counts for
4 papers · 1 filter
SDRNET: Stacked Deep Residual Network for Accurate Semantic Segmentation of Fine-Resolution Remotely Sensed Images
Naftaly Wambugu, Ruisheng Wang, Bo Guo +3
Land cover maps generated from semantic segmentation of high-resolution remotely sensed images have drawn mucon in the photogrammetry and remote sensing research community. Current…
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…
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…
Technical Report on Subspace Pyramid Fusion Network for Semantic Segmentation
Mohammed A. M. Elhassan, Chenhui Yang, Chenxi Huang +1
The following is a technical report to test the validity of the proposed Subspace Pyramid Fusion Module (SPFM) to capture multi-scale feature representations, which is more useful…