72 citations
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cs.CV2024★ 4 cited
Seg-LSTM: Performance of xLSTM for Semantic Segmentation of Remotely Sensed Images
Qinfeng Zhu, Yuanzhi Cai, Lei Fan
Recent advancements in autoregressive networks with linear complexity have driven significant research progress, demonstrating exceptional performance in large language models. A r…
cs.CV2024★ 64 cited
Rethinking Scanning Strategies with Vision Mamba in Semantic Segmentation of Remote Sensing Imagery: An Experimental Study
Qinfeng Zhu, Yuan Fang, Yuanzhi Cai +2
Deep learning methods, especially Convolutional Neural Networks (CNN) and Vision Transformer (ViT), are frequently employed to perform semantic segmentation of high-resolution remo…