Object recognition, segmentation, and classification of mobile laser scanning point clouds: A state of the art review
Mobile Laser Scanning (MLS) is a versatile remote sensing technology based on Light
Detection and Ranging (lidar) technology that has been utilized for a wide range of …
Detection and Ranging (lidar) technology that has been utilized for a wide range of …
Mobile laser scanned point-clouds for road object detection and extraction: A review
The mobile laser scanning (MLS) technique has attracted considerable attention for
providing high-density, high-accuracy, unstructured, three-dimensional (3D) geo-referenced …
providing high-density, high-accuracy, unstructured, three-dimensional (3D) geo-referenced …
Paris-Lille-3D: A large and high-quality ground-truth urban point cloud dataset for automatic segmentation and classification
X Roynard, JE Deschaud… - The International Journal …, 2018 - journals.sagepub.com
This paper introduces a new urban point cloud dataset for automatic segmentation and
classification acquired by mobile laser scanning (MLS). We describe how the dataset is …
classification acquired by mobile laser scanning (MLS). We describe how the dataset is …
Semantic point cloud interpretation based on optimal neighborhoods, relevant features and efficient classifiers
Abstract 3D scene analysis in terms of automatically assigning 3D points a respective
semantic label has become a topic of great importance in photogrammetry, remote sensing …
semantic label has become a topic of great importance in photogrammetry, remote sensing …
Semantic classification of 3D point clouds with multiscale spherical neighborhoods
This paper introduces a new definition of multiscale neighborhoods in 3D point clouds. This
definition, based on spherical neighborhoods and proportional subsampling, allows the …
definition, based on spherical neighborhoods and proportional subsampling, allows the …
Multi-level monitoring of subtle urban changes for the megacities of China using high-resolution multi-view satellite imagery
Megacities have evolved at an unprecedented rate under the pressure of urban population
growth and economic development, particularly in the developing countries. For instance …
growth and economic development, particularly in the developing countries. For instance …
Review of laser scanning technologies and their applications for road and railway infrastructure monitoring
M Soilán, A Sánchez-Rodríguez, P del Río-Barral… - Infrastructures, 2019 - mdpi.com
Improving the resilience of infrastructures is key to reduce their risk vulnerability and mitigate
impact from hazards at different levels (eg, from increasing extreme events, driven by climate …
impact from hazards at different levels (eg, from increasing extreme events, driven by climate …
Machine vision based traffic sign detection methods: Review, analyses and perspectives
C Liu, S Li, F Chang, Y Wang - Ieee Access, 2019 - ieeexplore.ieee.org
Traffic signs recognition (TSR) is an important part of some advanced driver-assistance
systems (ADASs) and auto driving systems (ADSs). As the first key step of TSR, traffic sign …
systems (ADASs) and auto driving systems (ADSs). As the first key step of TSR, traffic sign …
Hierarchical extraction of urban objects from mobile laser scanning data
Point clouds collected in urban scenes contain a huge number of points (eg, billions),
numerous objects with significant size variability, complex and incomplete structures, and …
numerous objects with significant size variability, complex and incomplete structures, and …
Geometric primitives in LiDAR point clouds: A review
To the best of our knowledge, the most recent light detection and ranging (lidar)-based
surveys have been focused only on specific applications such as reconstruction and …
surveys have been focused only on specific applications such as reconstruction and …