Bag-of-Visual-Words Scene Classifier With Local and Global Features for High Spatial Resolution Remote Sensing Imagery

Qiqi Zhu, Yanfei Zhong, Bei Zhao, +2

IEEE Geoscience and Remote Sensing Letters

Object CategorizationMachine LearningFeature DetectionEngineeringImage Retrieval +17

Land-Use/Land-Cover change detection based on a Siamese global learning framework for high spatial resolution remote sensing imagery

Qiqi Zhu, Xi Guo, Weihuan Deng, +5

ISPRS Journal of Photogrammetry and Remote Sensing

Machine VisionImage AnalysisData ScienceSynthetic Aperture RadarPattern Recognition +12

A Global Context-aware and Batch-independent Network for road extraction from VHR satellite imagery

Qiqi Zhu, Yanan Zhang, Lizeng Wang, +5

ISPRS Journal of Photogrammetry and Remote Sensing

Machine VisionImage AnalysisEngineeringVhr Satellite ImageryRemote Sensing +3

Scene Classification Based on the Multifeature Fusion Probabilistic Topic Model for High Spatial Resolution Remote Sensing Imagery

Yanfei Zhong, Qiqi Zhu, Liangpei Zhang

IEEE Transactions on Geoscience and Remote Sensing

EngineeringMachine LearningImage RetrievalMulti-image FusionImage Classification +15

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

Open-source data-driven urban land-use mapping integrating point-line-polygon semantic objects: A case study of Chinese cities

Yanfei Zhong, Yu Su, Siqi Wu, +8

Remote Sensing of Environment

Urban Land UseUrban GeographyCartographyUrban DesignChinese Cities +10

Knowledge-guided land pattern depiction for urban land use mapping: A case study of Chinese cities

Qiqi Zhu, Lei Yang, Xiongli Sun, +4

Remote Sensing of Environment

Urban Land UseCartographyChinese CitiesGeospatial MappingSpatial Planning +6

Adaptive Deep Sparse Semantic Modeling Framework for High Spatial Resolution Image Scene Classification

Qiqi Zhu, Yanfei Zhong, Liangpei Zhang, +1

IEEE Transactions on Geoscience and Remote Sensing

Convolutional Neural NetworkScene AnalysisEngineeringMachine LearningImage Classification +15

Scene Classification Based on a Deep Random-Scale Stretched Convolutional Neural Network

Yanfei Liu, Yanfei Zhong, Fei Feng, +2

Remote Sensing

Remote Sensing ImagesConvolutional Neural NetworkScene AnalysisMachine VisionMachine Learning +13

Oil Spill Contextual and Boundary-Supervised Detection Network Based on Marine SAR Images

Qiqi Zhu, Yanan Zhang, Ziqi Li, +5

IEEE Transactions on Geoscience and Remote Sensing