Author

Hui Chen

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Jul 2026

CMT-UNet: enhancing remote sensing image segmentation via a hybrid CNN-Mamba-transformer architecture

CMT-UNet, a CNN-Mamba-Transformer hybrid architecture built on an architecture-level principle for efficient global–local coupling in dense prediction, achieves favorable accuracy–efficiency trade-offs against mainstream CNN-, Transformer-, and Mamba-based alternatives.

K. Sun, Hui Chen, Haoyang Zhang · The Visual Computer · 0 citations