Guanyiman Fu

According to our database, Guanyiman Fu authored at least 10 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

HyperVision: A Channel-Adaptive Ground-Based Hyperspectral Vision Pre-trained Backbone.

Guanyiman Fu, Jingtao Li, Zihang Cheng, Zhuanfeng Li, Diqi Chen, Yan Xu, Xiangyu Liu, Fengchao Xiong, Jianfeng Lu, Chengrong Chen, Jun Zhou

CoRR, May, 2026

Implicit spatial-frequency fusion of hyperspectral and lidar data via kolmogorov-arnold networks.

Zekun Long, Judy X. Yang, Jing Wang, Ali Zia, Guanyiman Fu, Jun Zhou

CoRR, May, 2026

WS-Net: Weak-Signal Representation Learning and Gated Abundance Reconstruction for Hyperspectral Unmixing via State-Space and Weak Signal Attention Fusion.

Zekun Long, Ali Zia, Guanyiman Fu, Vivien Rolland, Jun Zhou

CoRR, March, 2026

A unified spatial-spectral-temporal network for hyperspectral object tracking.

Zhuanfeng Li, Jing Wang, Jue Zhang, Dong Zhao, Guanyiman Fu, Jiangtao Wang, Jianfeng Lu

Pattern Recognit., 2026

2024

Hyperspectral Image Denoising via Spatial-Spectral Recurrent Transformer.

Guanyiman Fu, Fengchao Xiong, Jianfeng Lu, Jun Zhou, Jiantao Zhou, Yuntao Qian

IEEE Trans. Geosci. Remote. Sens., 2024

SSUMamba: Spatial-Spectral Selective State Space Model for Hyperspectral Image Denoising.

Guanyiman Fu, Fengchao Xiong, Jianfeng Lu, Jun Zhou

IEEE Trans. Geosci. Remote. Sens., 2024

SAGAN: Skip attention generative adversarial networks for few-shot image generation.

Ali Aldhubri, Jianfeng Lu, Guanyiman Fu

Digit. Signal Process., 2024

SSUMamba: Spatial-Spectral Selective State Space Model for Hyperspectral Image Denoising.

Guanyiman Fu, Fengchao Xiong, Jianfeng Lu, Jun Zhou, Yuntao Qian

CoRR, 2024

2022

Nonlocal Spatial-Spectral Neural Network for Hyperspectral Image Denoising.

Guanyiman Fu, Fengchao Xiong, Jianfeng Lu, Jun Zhou, Yuntao Qian

IEEE Trans. Geosci. Remote. Sens., 2022

2021

Learning a Model-Based Deep Hyperspectral Denoiser from a Single Noisy Hyperspectral Image.

Guanyiman Fu, Fengchao Xiong, Shuyin Tao, Jianfeng Lu, Jun Zhou, Yuntao Qian

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021