martes, 20 de octubre de 2020

DroneCaps: Recognition Of Human Actions In UAV Videos Using Capsule Networks With Binary Volume Comparisons

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Understanding human actions from videos captured by UAVs is a challenging task in computer vision due to the unfamiliar viewpoints of indiv...
lunes, 19 de octubre de 2020

Desertification Glassland Classification and Three-Dimensional Convolution Neural Network Model for Identifying Desert Grassland Landforms with UAV Hyperspectral Remote Sensing Images

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Based on deep learning, a Desertification Grassland Classification ( DGC ) and three-dimensional Convolution Neural Network ( 3D-CNN ) mod...
domingo, 18 de octubre de 2020

Vision-Based Obstacle Avoidance for UAVs via Imitation Learning with Sequential Neural Networks

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This paper explores the feasibility of a framework for vision-based obstacle avoidance techniques that can be applied to UAVs ( Unmanned Ae...
lunes, 12 de octubre de 2020

Tree Species Classification of UAV Hyperspectral and RGB Imagery with Deep Learning Convolutional Neural Networks

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Interest in UAV solutions in forestry applications is growing. Using UAVs , datasets can be captured flexibly and at high spatial and tempo...
domingo, 11 de octubre de 2020

Classification of Grassland Desertification in China Based on Vis-NIR UAV Hyperspectral Remote Sensing

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In this study, a vis-NIR ( visual Near Infra Red ) hyperspectral remote sensing system for UAVs ( Unmanned Aerial Vehicles ) was used to a...
sábado, 10 de octubre de 2020

Deep Learning Classification of 2D Orthomosaic Images and 3D Point Clouds for Post-Event Structural Damage Assessment

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Aerial imaging from UAVs ( Unmanned Aerial Vehicles ) permits highly detailed site characterization, in particular in the aftermath of extr...
domingo, 4 de octubre de 2020

Accurate 3D Facade Reconstruction using UAVs

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Automatic reconstruction of a 3D model from images using multi-view Structure-from-Motion methods has been one of the most fruitful outcom...