TTST: A Top-<i>k</i> Token Selective Transformer for Remote Sensing Image Super-Resolution

Yi Xiao, Qiangqiang Yuan, Kui Jiang, +3

IEEE Transactions on Image Processing

EDiffSR: An Efficient Diffusion Probabilistic Model for Remote Sensing Image Super-Resolution

Yi Xiao, Qiangqiang Yuan, Kui Jiang, +3

IEEE Transactions on Geoscience and Remote Sensing

EngineeringMachine LearningRsi SrSuper-resolution ImagingImage Analysis +20

From degrade to upgrade: Learning a self-supervised degradation guided adaptive network for blind remote sensing image super-resolution

Yi Xiao, Qiangqiang Yuan, Kui Jiang, +3

Information Fusion

Super-resolution ImagingDeblurringImage AnalysisMachine LearningData Science +11

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

Liang-Jian Deng, Gemine Vivone, Mercedes E. Paoletti, +5

IEEE Geoscience and Remote Sensing Magazine

Geometric LearningConvolutional Neural NetworkEngineeringMachine LearningMachine Learning Tool +17

Local-Global Temporal Difference Learning for Satellite Video Super-Resolution

Yi Xiao, Qiangqiang Yuan, Kui Jiang, +4

IEEE Transactions on Circuits and Systems for Video Technology

Video RestorationMachine VisionImage AnalysisMachine LearningEngineering +10

Spectral Response Function-Guided Deep Optimization-Driven Network for Spectral Super-Resolution

Jiang He, Jie Li, Qiangqiang Yuan, +2

IEEE Transactions on Neural Networks and Learning Systems

Space-time super-resolution for satellite video: A joint framework based on multi-scale spatial-temporal transformer

Yi Xiao, Qiangqiang Yuan, Jiang He, +5

International Journal of Applied Earth Observation and Geoinformation

EngineeringMachine LearningJoint FrameworkSuper-resolution ImagingImage Analysis +14

NTIRE 2022 Spectral Recovery Challenge and Data Set

Boaz Arad, Radu Timofte, Rony Yahel, +55

2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)

Spectral TheoryEngineeringMultispectral ImagingSpectrum EstimationImage Analysis +20

Spectral super-resolution meets deep learning: Achievements and challenges

Jiang He, Qiangqiang Yuan, Jie Li, +4

Information Fusion

Spectral TheorySuper-resolution ImagingEngineeringMachine LearningSingle-image Super-resolution +4

Vertical zonation of weathered crust ancient karst and reservoir evaluation and prediction—A case study of M 5 5 –M 5 1 sub-members of Majiagou Formation in gas fields, central Ordos Basin, NW China

Jiang He, Fang Shao-xian, Hou Fang-hao, +5

Petroleum Exploration and Development