Hongyi Liu

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 21

Top Topics

Anomaly Detection

Kernel Regression

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Haoren Zheng, Zulong Li, Chenyu Sun, Hanqiu Zhang, Hongyi Liu, Zhihui Wei
Blind Unmixing Using Dispersion Model-Based Autoencoder to Address Spectral Variability. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Yuchen Zha, Hongyi Liu
Hyperspectral image super-resolution based on a Linear and Intimate Mixing Model. WHISPERS (2023)
Hongyi Liu, Youkang Lu, Zebin Wu, Qian Du, Jocelyn Chanussot, Zhihui Wei
Spectral Variability Bayesian Unmixing for Hyperspectral Sequence in Wavelet Domain. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Hongyi Liu, Youkang Lu, Zebin Wu, Qian Du, Jocelyn Chanussot, Zhihui Wei
Bayesian Unmixing of Hyperspectral Image Sequence With Composite Priors for Abundance and Endmember Variability. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Hongyi Liu, Wen Jiang, Yuchen Zha, Zhihui Wei
Coupled Tensor Block Term Decomposition with Superpixel-Based Graph Laplacian Regularization for Hyperspectral Super-Resolution. Remote. Sens. 14 (18) (2022)
Huapeng Wu, Zhengxia Zou, Jie Gui, Wen-Jun Zeng, Jieping Ye, Jun Zhang, Hongyi Liu, Zhihui Wei
Multi-Grained Attention Networks for Single Image Super-Resolution. IEEE Trans. Circuits Syst. Video Technol. 31 (2) (2021)
Wanxin Wu, Zebin Wu, Yang Xu, Jiandong Yang, Hongyi Liu, Zhihui Wei
Multi-Scale Anomaly Detection in Hyperspectral Images Based on Sparse and Low Rank Representations. WHISPERS (2021)
Hongyi Liu, Hanyang Li, Zebin Wu, Zhihui Wei
Hyperspectral Image Recovery Using Non-Convex Low-Rank Tensor Approximation. Remote. Sens. 12 (14) (2020)
Youkang Lu, Hongyi Liu, Zebin Wu, Zhihui Wei
Multi-temporal hyperspectral images unmixing by mixed distribution considering smooth variation of abundance. IGARSS (2020)
Weishi Deng, Zebin Wu, Haoyang Ma, Qicong Wang, Jin Sun, Yang Xu, Jiandong Yang, Zhihui Wei, Hongyi Liu
Multi-GPU Parallel Implementation of Spatial-Spectral Kernel Sparse Representation for Hyperspectral Image Classification. IGARSS (2020)
Fuhe Qin, Zebin Wu, Yang Xu, Hongyi Liu, Yan Zhang, Zhihui Wei
Hyperspectral Anomaly Detection Based on Low Rank and Sparse Tensor Decomposition. IGARSS (2019)
Hanyang Li, Hongyi Liu, Jun Zhang, Zebin Wu, Zhihui Wei
Non-Convex Relaxation Low-Rank Tensor Completion for Hyperspectral Image Recovery. IGARSS (2019)
Hongyi Liu, Peipei Sun, Qian Du, Zebin Wu, Zhihui Wei
Hyperspectral Image Restoration Based on Low-Rank Recovery With a Local Neighborhood Weighted Spectral-Spatial Total Variation Model. IEEE Trans. Geosci. Remote. Sens. 57 (3) (2019)
Tiantian Zhou, Zebin Wu, Jun Liu, Jin Sun, Yi Zhang, Jiandong Yang, Hongyi Liu, Zhihui Wei
A Distributed and Parallel Method of Change Detection in Remote Sensing Image Based On Fully Connected Conditional Random Field. IGARSS (2019)
Huapeng Wu, Zhengxia Zou, Jie Gui, Wen-Jun Zeng, Jieping Ye, Jun Zhang, Hongyi Liu, Zhihui Wei
Multi-grained Attention Networks for Single Image Super-Resolution. CoRR (2019)
Bin Yan, Zebin Wu, Hongyi Liu, Yang Xu, Zhihui Wei
Hyperspectral Unmixing Via Wavelet Based Autoencoder Network. WHISPERS (2019)
Xiaofei Zhao, Hongyi Liu, Jun Zhang, Zebin Wu, Zhihui Wei
A Spectral Mapping Based Intensity Modulation for Pan-Sharpening. IGARSS (2019)
Wanting Cai, Yang Xu, Zebin Wu, Hongyi Liu, Ling Qian, Zhihui Wei
Pan-Sharpening Based on Multilevel Coupled Deep Network. IGARSS (2018)
Hanyang Li, Peipei Sun, Hongyi Liu, Zebin Wu, Zhihui Wei
Non-Convex Low-Rank Approximation for Hyperspectral Image Recovery with Weighted Total Varaition Regularization. IGARSS (2018)
Xiaowei Hu, Yang Xu, Zhihui Wei, Hongyi Liu, Ling Qian
Patch-Based Residual Networks for Compressively Sensed Hyperspectral Images Restruction. IGARSS (2018)
Lili Huang, Xuan Wu, Wenze Shao, Hongyi Liu, Zhihui Wei, Liang Xiao
Color demosaicking via nonlocal tensor representation. ICASSP (2017)
Liqian Wang, Liang Xiao, Hongyi Liu, Zhihui Wei
Local brightness adaptive image colour enhancement with Wasserstein distance. IET Image Process. 9 (1) (2015)
Yang Xu, Zebin Wu, Zhihui Wei, Hongyi Liu, Xiong Xu
A novel hyperspectral image anomaly detection method based on low rank representation. IGARSS (2015)
Wei Huang, Liang Xiao, Hongyi Liu, Zhihui Wei
Hyperspectral Imagery Super-Resolution by Compressive Sensing Inspired Dictionary Learning and Spatial-Spectral Regularization. Sensors 15 (1) (2015)
Wei Huang, Liang Xiao, Zhihui Wei, Hongyi Liu, Songze Tang
A New Pan-Sharpening Method With Deep Neural Networks. IEEE Geosci. Remote. Sens. Lett. 12 (5) (2015)
Wei Huang, Zebin Wu, Hongyi Liu, Liang Xiao, Zhihui Wei
Spatial-spectral compressive sensing for hyperspectral images super-resolution over learned dictionary. IGARSS (2014)
Liqian Wang, Liang Xiao, Hongyi Liu, Zhihui Wei
Variational Bayesian Method for Retinex. IEEE Trans. Image Process. 23 (8) (2014)
Hongyi Liu, Zhengrong Zhang, Liang Xiao, Zhihui Wei
Adaptive tensor matrix based kernel regression for hyperspectral image denoising. IGARSS (2014)