Kourosh Khoshelham

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  |  2020 IEEE 32nd International Conference on Tools with Artificial Intelligence (ICTAI)

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

Landmark Graph-Based Indoor Localization

Fuqiang Gu, Shahrokh Valaee, Kourosh Khoshelham, Jianga Shang, Rui Zhang

Journal article  |  2020  |  IEEE Internet of Things Journal

Indoor localization is important for a variety of applications, such as location-based services, mobile social networks, and emerg..

Multi-view crowd congestion monitoring system based on an ensemble of convolutional neural network classifiers

Yan Li, Majid Sarvi, Kourosh Khoshelham, Milad Haghani

Journal article  |  2020  |  Journal of Intelligent Transportation Systems

Multi-view video surveillance is a highly valuable tool to ensure the safety of the crowd in large public space. By utilizing comp..

Indoor LiDAR relocalization based on deep learning using a 3D model

H Zhao, D Acharya, M Tomko, K Khoshelham

Conference Proceedings  |  2020  |  The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences

Indoor localization, navigation and mapping systems highly rely on the initial sensor pose information to achieve a high accuracy...