Building damage assessment for rapid disaster response with a deep object-based semantic change detection framework: From natural disasters to man-made disasters

Zhuo Zheng, Yanfei Zhong, Junjue Wang, +2

Remote Sensing of Environment

Building Damage AssessmentEngineeringMachine LearningNatural DisastersChange Detection +14

Foreground-Aware Relation Network for Geospatial Object Segmentation in High Spatial Resolution Remote Sensing Imagery

Zhuo Zheng, Yanfei Zhong, Junjue Wang, +1

Scene AnalysisEngineeringMachine LearningGeospatial Object SegmentationForeground Features +19

ChangeMask: Deep multi-task encoder-transformer-decoder architecture for semantic change detection

Zhuo Zheng, Yanfei Zhong, Shiqi Tian, +2

ISPRS Journal of Photogrammetry and Remote Sensing

Natural Language ProcessingMachine VisionMachine LearningEngineeringSemantic Change Detection +4

Multi-Scale and Multi-Task Deep Learning Framework for Automatic Road Extraction

Xiaoyan Lu, Yanfei Zhong, Zhuo Zheng, +4

IEEE Transactions on Geoscience and Remote Sensing

Image ClassificationConvolutional Neural NetworkMachine VisionMachine LearningImage Analysis +11

A Spectral-Spatial-Dependent Global Learning Framework for Insufficient and Imbalanced Hyperspectral Image Classification

Qiqi Zhu, Weihuan Deng, Zhuo Zheng, +5

IEEE Transactions on Cybernetics

Convolutional Neural NetworkEngineeringMachine LearningMultispectral ImagingImage Classification +17

LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation

Junjue Wang, Zhuo Zheng, Ailong Ma, +2

arXiv (Cornell University)

EngineeringMachine LearningLand UseLand CoverSocial Sciences +21

FactSeg: Foreground Activation-Driven Small Object Semantic Segmentation in Large-Scale Remote Sensing Imagery

Ailong Ma, Junjue Wang, Yanfei Zhong, +1

IEEE Transactions on Geoscience and Remote Sensing

Scene AnalysisFa BranchMachine LearningEngineeringObject Categorization +17

Change is Everywhere: Single-Temporal Supervised Object Change Detection in Remote Sensing Imagery

Zhuo Zheng, Ailong Ma, Liangpei Zhang, +1

2021 IEEE/CVF International Conference on Computer Vision (ICCV)

EngineeringMachine LearningShift DetectionChange DetectionImage Sequence Analysis +17

RSNet: The Search for Remote Sensing Deep Neural Networks in Recognition Tasks

Junjue Wang, Yanfei Zhong, Zhuo Zheng, +2

IEEE Transactions on Geoscience and Remote Sensing

Convolutional Neural NetworkEngineeringMachine LearningHierarchical Search SpaceImage Classification +16

Integration of the Statistical Index Method and the Analytic Hierarchy Process technique for the assessment of landslide susceptibility in Huizhou, China

Guifang Zhang, Yixi Cai, Zhuo Zheng, +3

CATENA

Geotechnical EngineeringHydrogeologyRock SlideEngineeringLandslide Susceptibility +8