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Deep learning for remote sensing data: A technical tutorial on the state of the art
Deep-learning (DL) algorithms, which learn the representative and discriminative features in
a hierarchical manner from the data, have recently become a hotspot in the machine …
a hierarchical manner from the data, have recently become a hotspot in the machine …
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 …
Collaborative and adversarial network for unsupervised domain adaptation
In this paper, we propose a new unsupervised domain adaptation approach called
Collaborative and Adversarial Network (CAN) through domain-collaborative and domain …
Collaborative and Adversarial Network (CAN) through domain-collaborative and domain …
Overview of environment perception for intelligent vehicles
This paper presents a comprehensive literature review on environment perception for
intelligent vehicles. The state-of-the-art algorithms and modeling methods for intelligent …
intelligent vehicles. The state-of-the-art algorithms and modeling methods for intelligent …
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 …
[HTML][HTML] Deep learning based retrieval of forest aboveground biomass from combined LiDAR and landsat 8 data
L Zhang, Z Shao, J Liu, Q Cheng - Remote Sensing, 2019 - mdpi.com
Estimation of forest aboveground biomass (AGB) is crucial for various technical and
scientific applications, ranging from regional carbon and bioenergy policies to sustainable …
scientific applications, ranging from regional carbon and bioenergy policies to sustainable …
Use of mobile LiDAR in road information inventory: A review
Mobile LiDAR technology is currently one of the attractive topics in the fields of remote
sensing and laser scanning. Mobile LiDAR enables a rapid collection of enormous volumes …
sensing and laser scanning. Mobile LiDAR enables a rapid collection of enormous volumes …
[HTML][HTML] 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 …
[HTML][HTML] A survey of mobile laser scanning applications and key techniques over urban areas
Urban planning and management need accurate three-dimensional (3D) data such as light
detection and ranging (LiDAR) point clouds. The mobile laser scanning (MLS) data, with up …
detection and ranging (LiDAR) point clouds. The mobile laser scanning (MLS) data, with up …
Road-segmentation-based curb detection method for self-driving via a 3D-LiDAR sensor
The effective detection of curbs is fundamental and crucial for the navigation of a self-driving
car. This paper presents a real-time curb detection method that automatically segments the …
car. This paper presents a real-time curb detection method that automatically segments the …