Semantic Segmentation for High Spatial Resolution Remote Sensing Images Based on Convolution Neural Network and Pyramid Pooling Module

Bo Yu, Lu Yang, Fang Chen

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Convolutional Neural NetworkEngineeringMachine LearningPyramid Pooling ModuleImage Classification +17

Landslide detection based on contour-based deep learning framework in case of national scale of Nepal in 2015

Bo Yu, Fang Chen, Chong Xu

Computers & Geosciences

Rock SlideConvolutional Neural NetworkImage AnalysisMachine VisionEngineering +10

Res2-Unet, a New Deep Architecture for Building Detection From High Spatial Resolution Images

Fang Chen, Ning Wang, Bo Yu, +1

IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Convolutional Neural NetworkScene AnalysisEngineeringMachine LearningImage Classification +18

A practical trial of landslide detection from single-temporal Landsat8 images using contour-based proposals and random forest: a case study of national Nepal

Fang Chen, Bo Yu, Bin Li

Landslides

Rock SlideImage AnalysisMachine VisionEngineeringGeomorphology +13

Solid Fuel Use and Risks of Respiratory Diseases. A Cohort Study of 280,000 Chinese Never-Smokers

Ka Hung Chan, Om Kurmi, Derrick Bennett, +182

American Journal of Respiratory and Critical Care Medicine

Temporal expansion of the nighttime light images of SDGSAT-1 satellite in illuminating ground object extraction by joint observation of NPP-VIIRS and sentinel-2A images

Bo Yu, Fang Chen, Cheng Ye, +4

Remote Sensing of Environment

RadarEarth ObservationPhotometryEngineeringSynthetic Aperture Radar +7

HADeenNet: A hierarchical-attention multi-scale deconvolution network for landslide detection

Bo Yu, Chong Xu, Fang Chen, +2

International Journal of Applied Earth Observation and Geoinformation

Convolutional Neural NetworkEngineeringMachine LearningHierarchical Deconvolution NetworkDisaster Detection +14

Segmentation of large-scale remotely sensed images on a Spark platform: A strategy for handling massive image tiles with the MapReduce model

Ning Wang, Fang Chen, Bo Yu, +1

ISPRS Journal of Photogrammetry and Remote Sensing

Cluster ComputingRemote Sensing ImagesEngineeringMachine LearningSpark Platform +19

A large-scale genome-wide association analysis of lung function in the Chinese population identifies novel loci and highlights shared genetic aetiology with obesity

Zhaozhong Zhu, Jiachen Li, Jiahui Si, +21

European Respiratory Journal

SDGSAT-1 nighttime light data improve village-scale built-up delineation

Congrong Li, Fang Chen, Ning Wang, +2

Remote Sensing of Environment

Village-scale Built-up DelineationPhotometry (Optics)GeographyRemote SensingVisibility