3 papers
cs.CV2026
Large-Small Model Collaboration for Farmland Semantic Change Detection
Xinjia Li, Rui Wang, Qiurong Peng +3
Farmland Semantic Change Detection (SCD) is essential for cultivated land protection, yet existing benchmarks and models remain insufficient for fine-grained farmland conversion mo…
cs.CV2026
PAKAN: Pixel Adaptive Kolmogorov-Arnold Network Modules for Pansharpening
Haoyu Zhang, Haojing Chen, Zhen Zhong +1
Pansharpening aims to fuse high-resolution spatial details from panchromatic images with the rich spectral information of multispectral images. Existing deep neural networks for th…
cs.CV2025
S2WMamba: A Wavelet-Assisted Mamba-Based Dual-Branch Network For Pansharpening
Haoyu Zhang, Junhan Luo, Yugang Cao +2
Pansharpening fuses a high-resolution panchromatic (PAN) image with a low-resolution multispectral (LRMS) image to produce a high-resolution multispectral (HRMS) image. A key diffi…