An adaptive 3D reconstruction method for asymmetric dual-angle multispectral stereo imaging system on UAV platform
A multispectral imaging system often cannot capture 3D spatial information owing to
hardware limitations, which diminishes the effectiveness across various domains. To …
hardware limitations, which diminishes the effectiveness across various domains. To …
Intelligent Point Cloud Processing, Sensing, and Understanding
Point clouds are considered one of the fundamental pillars for representing the 3D digital
landscape [1], despite the irregular topology between discrete data points. Recent advances …
landscape [1], despite the irregular topology between discrete data points. Recent advances …
Robust Surface Area Measurement of Unorganized Point Clouds Based on Multi-scale Super-voxel Segmentation
P Tian, X Hua - IEEE Transactions on Instrumentation and …, 2024 - ieeexplore.ieee.org
Most of the existing surface area measurement methods suffer from poor efficiency, low
precision, and high computational cost, especially for inaccessible, large-scale, rough, and …
precision, and high computational cost, especially for inaccessible, large-scale, rough, and …
An Enhanced Classification Method Based on Adaptive Multi-Scale Fusion for Long-tailed Multispectral Point Clouds
Multispectral point cloud (MPC) captures 3D spatial-spectral information from the observed
scene, which can be used for scene understanding and has a wide range of applications …
scene, which can be used for scene understanding and has a wide range of applications …
Clustering and Segmentation of Adhesive Pests in Apple Orchards Based on GMM-DC
Y Wang, S Liu, Z Ren, B Ma, J Mu, L Sun, H Zhang… - Agronomy, 2023 - mdpi.com
The segmentation of individual pests is a prerequisite for pest feature extraction and
identification. To address the issue of pest adhesion in the apple orchard pest identification …
identification. To address the issue of pest adhesion in the apple orchard pest identification …
LPRnet: A self-supervised registration network for LiDAR and photogrammetric point clouds
C Wang, Y Gu, X Li - arxiv preprint arxiv:2501.05669, 2025 - arxiv.org
LiDAR and photogrammetry are active and passive remote sensing techniques for point
cloud acquisition, respectively, offering complementary advantages and heterogeneous …
cloud acquisition, respectively, offering complementary advantages and heterogeneous …
Effect of Encoder Architectures on the Generation of Vector Representations for Modeling 3D Objects via the Space of Convex Sets
D Gribanov, I Kilbas, A Mukhin… - 2024 X International …, 2024 - ieeexplore.ieee.org
This paper presents a study on the effect of different encoder architectures on the generation
of vector representations for 3D object models. The central model is an autoencoder: the …
of vector representations for 3D object models. The central model is an autoencoder: the …