Tiny Object Detection in Aerial Images

Jinwang Wang, Wen Yang, Haowen Guo, +2

Image ClassificationConvolutional Neural NetworkImage AnalysisFeature DetectionMachine Vision +10

Mask OBB: A Semantic Attention-Based Mask Oriented Bounding Box Representation for Multi-Category Object Detection in Aerial Images

Jinwang Wang, Jian Ding, Haowen Guo, +3

Remote Sensing

Convolutional Neural NetworkEngineeringMachine LearningObject CategorizationImage Classification +15

Tiny object detection with context enhancement and feature purification

Jinsheng Xiao, Haowen Guo, Jian Zhou, +4

Expert Systems with Applications

Machine VisionFeature DetectionImage AnalysisEngineeringPattern Recognition +5

FDLR-Net: A feature decoupling and localization refinement network for object detection in remote sensing images

Jinsheng Xiao, Yuntao Yao, Jian Zhou, +3

Expert Systems with Applications

Localization Refinement NetworkRemote Sensing ImagesImage ClassificationMachine VisionFeature Detection +10

Fine-Grained Ship Detection in High-Resolution Satellite Images With Shape-Aware Feature Learning

Bo Guo, Ruixiang Zhang, Haowen Guo, +4

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

EngineeringMachine LearningFeature DetectionFeature ExtractionImage Classification +16

Bidirectional Feature Globalization for Few-shot Semantic Segmentation of 3D Point Cloud Scenes

Yongqiang Mao, Zonghao Guo, Xiaonan Lü, +2

Geometric LearningEngineeringMachine LearningSparse PrototypesPoint Cloud Processing +18

Instance Switching-Based Contrastive Learning for Fine-Grained Airplane Detection

Lanxin Zeng, Haowen Guo, Wen Yang, +4

IEEE Transactions on Geoscience and Remote Sensing

Multiple Instance LearningEngineeringMachine LearningClass Imbalance ProblemImage Classification +15

Detecting and Positioning of Wind Turbine Blade Tips for UAV-Based Automatic Inspection

Haowen Guo, Qiangqiang Cui, Jinwang Wang, +3

EngineeringFeature DetectionField RoboticsUav-based Automatic InspectionPoint Cloud Processing +16

Multi-Scale Object Detection with the Pixel Attention Mechanism in a Complex Background

Jinsheng Xiao, Haowen Guo, Yuntao Yao, +3

Remote Sensing

Scene AnalysisEngineeringFeature DetectionMachine LearningAttention +17

Accurate Bridge Detection in Aerial Images With an Auxiliary Waterbody Extraction Task

Haowen Guo, Ruixiang Zhang, Yuxuan Wang, +3

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