Liang-Jian Deng

Detail Injection-Based Deep Convolutional Neural Networks for Pansharpening

Liang-Jian Deng, Gemine Vivone, Cheng Jin et al. · IEEE Transactions on Geoscience and Remote Sensing · 2020 · 278 citations · Full text

Convolutional Neural Network, Image Analysis, Machine Learning +15

Hyperspectral Image Super-Resolution via Deep Spatiospectral Attention Convolutional Neural Networks

Jinfan Hu, Ting‐Zhu Huang, Liang-Jian Deng et al. · IEEE Transactions on Neural Networks and Learning Systems · 2021 · 213 citations

Hyperspectral Image Super-resolution, Convolutional Neural Network, Engineering +17

Machine Learning in Pansharpening: A benchmark, from shallow to deep networks

Liang-Jian Deng, Gemine Vivone, Mercedes E. Paoletti et al. · IEEE Geoscience and Remote Sensing Magazine · 2022 · 200 citations

Geometric Learning, Convolutional Neural Network, Engineering +19

Fusformer: A Transformer-Based Fusion Network for Hyperspectral Image Super-Resolution

Jinfan Hu, Ting‐Zhu Huang, Liang-Jian Deng et al. · IEEE Geoscience and Remote Sensing Letters · 2022 · 183 citations

Hyperspectral Image Super-resolution, Convolutional Neural Network, Image Classification +15

FastDeRain: A Novel Video Rain Streak Removal Method Using Directional Gradient Priors

Tai-Xiang Jiang, Ting‐Zhu Huang, Xile Zhao et al. · IEEE Transactions on Image Processing · 2018 · 182 citations · Full text