THE ISPRS BENCHMARK ON URBAN OBJECT CLASSIFICATION AND 3D BUILDING RECONSTRUCTION

Franz Rottensteiner, Gunho Sohn, Jaewook Jung, +4

ISPRS annals of the photogrammetry, remote sensing and spatial information sciences

EngineeringMachine LearningPoint Cloud ProcessingPoint Cloud3D Computer Vision +18

Crowdsourcing, citizen sensing and sensor web technologies for public and environmental health surveillance and crisis management: trends, OGC standards and application examples

Maged N. Kamel Boulos, Bernd Resch, David N. Crowley, +6

International Journal of Health Geographics

Data fusion of high-resolution satellite imagery and LiDAR data for automatic building extraction

Gunho Sohn, I. J. Dowman

ISPRS Journal of Photogrammetry and Remote Sensing

RadarMachine VisionImage AnalysisData ScienceSynthetic Aperture Radar +12

Results of the ISPRS benchmark on urban object detection and 3D building reconstruction

Franz Rottensteiner, Gunho Sohn, M. Gerke, +3

ISPRS Journal of Photogrammetry and Remote Sensing

Geometric Modeling3D Computer VisionMachine VisionImage AnalysisUrban Object Detection +11

Building Extraction from Satellite Images Using Mask R-CNN with Building Boundary Regularization

Kang Zhao, Jungwon Kang, Jaewook Jung, +1

Convolutional Neural NetworkScene AnalysisImage AnalysisMachine VisionEngineering +11

Classification of airborne laser scanning data using JointBoost

Bo Guo, Xianfeng Huang, Fan Zhang, +1

ISPRS Journal of Photogrammetry and Remote Sensing

RadarMachine VisionEngineeringAutomatic Target RecognitionSynthetic Aperture Radar +6

Development and Evaluation of a UAV-Photogrammetry System for Precise 3D Environmental Modeling

Mozhdeh Shahbazi, Gunho Sohn, Jérôme Théau, +1

Sensors

Inertial Navigation SystemEnvironmental MonitoringEngineeringField RoboticsUnmanned Vehicle +19

Using a Binary Space Partitioning Tree for Reconstructing Polyhedral Building Models from Airborne Lidar Data

Gunho Sohn, Xianfeng Huang, Vincent Tao

Photogrammetric Engineering & Remote Sensing

Engineering3D ModelingPoint Cloud ProcessingComputer-aided DesignPoint Cloud +21

Point-based Classification of Power Line Corridor Scene Using Random Forests

Heungsik B. Kim, Gunho Sohn

Photogrammetric Engineering & Remote Sensing

EngineeringMachine LearningPoint Cloud ProcessingPoint CloudDisaster Detection +16

AUTOMATIC 3D POWERLINE RECONSTRUCTION USING AIRBORNE LiDAR DATA

Y. Jwa, Gunho Sohn, H. B. Kim

Powerline SafetyEngineeringPoint Cloud ProcessingComputer-aided DesignPoint Cloud +17