frequency domain processing 1hyperspectral image fusion 1manifold modeling 1spatial-spectral integration 1transformer networks 1
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cs.CV2026
Semi-Supervised Flow Matching for Mosaiced and Panchromatic Fusion Imaging
Peiming Luo, Nan Wang, Litong Liu +4
Fusing a low resolution (LR) mosaiced hyperspectral image (HSI) with a high resolution (HR) panchromatic (PAN) image offers a promising avenue for video-rate HR-HSI imaging via sin…
cs.CV2026
ASSR-Net: Anisotropic Structure-Aware and Spectrally Recalibrated Network for Hyperspectral Image Fusion
Qiya Song, Hongzhi Zhou, Lishan Tan +2
Hyperspectral image fusion aims to reconstruct high-spatial-resolution hyperspectral images (HR-HSI) by integrating complementary information from multi-source inputs. Despite rece…
cs.CV2026
Robust Remote Sensing Image-Text Retrieval with Noisy Correspondence
Qiya Song, Yiqiang Xie, Yuan Sun +2
As a pivotal task that bridges remote visual and linguistic understanding, Remote Sensing Image-Text Retrieval (RSITR) has attracted considerable research interest in recent years.…