Kourosh Khoshelham

A digital twin approach for geometric quality assessment of as-built prefabricated façades

H Tran, TN Nguyen, P Christopher, DK Bui, K Khoshelham, TD Ngo

Journal article  |  2021  |  Journal of Building Engineering

Individual tree extraction from urban mobile laser scanning point clouds using deep pointwise direction embedding

H Luo, K Khoshelham, C Chen, H He

Journal article  |  2021  |  ISPRS Journal of Photogrammetry and Remote Sensing

Detecting Unsigned Physical Road Incidents from Driver-View Images

A Levering, M Tomko, D Tuia, K Khoshelham

Journal article  |  2021  |  IEEE Transactions on Intelligent Vehicles

Quality estimation of nuts using deep learning classification of hyperspectral imagery

Yifei Han, Zhaojing Liu, Kourosh Khoshelham, Shahla Hosseini Bai

Journal article  |  2021  |  Computers and Electronics in Agriculture

MS-RRFSegNet: Multiscale Regional Relation Feature Segmentation Network for Semantic Segmentation of Urban Scene Point Clouds

Haifeng Luo, Chongcheng Chen, Lina Fang, Kourosh Khoshelham, Guixi Shen

Journal article  |  2020  |  IEEE Transactions on Geoscience and Remote Sensing

Semantic segmentation is one of the fundamental tasks in understanding and applying urban scene point clouds. Recently, deep learn..

Geometric accuracy and semantic richness in heritage BIM: A review

M Radanovic, K Khoshelham, C Fraser

Journal article  |  2020  |  Digital Applications in Archaeology and Cultural Heritage

Unsupervised scene adaptation for semantic segmentation of urban mobile laser scanning point clouds

Haifeng Luo, Kourosh Khoshelham, Lina Fang, Chongcheng Chen

Journal article  |  2020  |  ISPRS Journal of Photogrammetry and Remote Sensing

Semantic segmentation is a fundamental task in understanding urban mobile laser scanning (MLS) point clouds. Recently, deep learni..

A Multi-Camera Tracker for Monitoring Pedestrians in Enclosed Environments

X Wu, S Winter, K Khoshelham

Conference Proceedings  |  2020  |  Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI

Multi-camera pedestrians tracking is a challenging computer vision task. We propose a multi-camera tracker for monitoring pedestri..

A Recurrent Deep Network for Estimating the Pose of Real Indoor Images from Synthetic Image Sequences

Debaditya Acharya, Sesa Singha Roy, Kourosh Khoshelham, Stephan Winter

Journal article  |  2020  |  Sensors

Recently, deep convolutional neural networks (CNN) have become popular for indoor visual localisation, where the networks learn to..

3D RECONSTRUCTION OF INTERNAL WOOD DECAY USING PHOTOGRAMMETRY AND SONIC TOMOGRAPHY

Junjie Zhang, Kourosh Khoshelham

Journal article  |  2020  |  The Photogrammetric Record