Building Extraction in Very High Resolution Remote Sensing Imagery Using Deep Learning and Guided Filters

Yongyang Xu, Liang Wu, Zhong Xie, +1

Remote Sensing

Convolutional Neural NetworkHigh ResolutionEngineeringMachine LearningMulti-image Fusion +16

A stochastic gradient adaptive filter with gradient adaptive step size

V.J. Mathews, Zhong Xie

IEEE Transactions on Signal Processing

Adaptive FilterNonlinear FilteringMachine LearningRobust ModelingEngineering +12

Road Extraction from High-Resolution Remote Sensing Imagery Using Deep Learning

Yongyang Xu, Zhong Xie, Yaxing Feng, +1

Remote Sensing

Convolutional Neural NetworkImage ClassificationImage AnalysisMachine VisionMachine Learning +13

BiLSTM-CRF for geological named entity recognition from the geoscience literature

Qinjun Qiu, Zhong Xie, Liang Wu, +2

Earth Science Informatics

EngineeringGeomorphologyGeographyEntity RecognitionGeology +3

Conditional convolution neural network enhanced random forest for facial expression recognition

Yuanyuan Liu, Xiaohui Yuan, Xi Gong, +3

Pattern Recognition

Face DetectionFacial Recognition SystemImage AnalysisMachine LearningData Science +11

DA-RoadNet: A Dual-Attention Network for Road Extraction From High Resolution Satellite Imagery

Jie Wan, Zhong Xie, Yongyang Xu, +2

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

Convolutional Neural NetworkEngineeringMachine LearningNetwork ModelHybrid Loss Function +16

Discovering the joint influence of urban facilities on crime occurrence using spatial co-location pattern mining

Zhanjun He, Min Deng, Zhong Xie, +3

Cities

Crime OccurrenceEngineeringSpatial Statistical AnalysisCrime ForecastingData Mining +6

Mining spatiotemporal association patterns from complex geographic phenomena

Zhanjun He, Min Deng, Jiannan Cai, +3

International Journal of Geographical Information Systems

EngineeringData ScienceData MiningSpatial Data MiningSpatiotemporal Database +9

Automatic spatiotemporal and semantic information extraction from unstructured geoscience reports using text mining techniques

Qinjun Qiu, Zhong Xie, Liang Wu, +1

Earth Science Informatics

Unstructured Geoscience ReportsEngineeringInformation RetrievalData ScienceData Mining +9

Multiscale analysis of the influence of street built environment on crime occurrence using street-view images

Zhanjun He, Zhipeng Wang, Zhong Xie, +2

Computers Environment and Urban Systems

Built EnvironmentUrban GeographyCrime OccurrenceCrime ForecastingMultiscale Analysis +7