Indoor–Outdoor Point Cloud Alignment Using Semantic–Geometric Descriptor

Y Yang, G Fang, Z Miao, Y Xie - Remote Sensing, 2022 - mdpi.com
Aligning indoor and outdoor point clouds is a challenging problem since the overlapping
area is usually limited, thus resulting in a lack of correspondence features. The windows and …

Semantic Segmentation of Transmission Corridor 3D Point Clouds Based on CA-PointNet++

G Wang, L Wang, S Wu, S Zu, B Song - Electronics, 2023 - mdpi.com
Automated extraction of key points from three-dimensional (3D) point clouds in transmission
corridors provides technical support for digital twin construction and risk management of the …

GraM: Geometric Structure Embedding into Attention Mechanisms for 3D Point Cloud Registration

P Liu, L Zhong, R Wang, J Zhu, X Zhai, J Zhang - Electronics, 2024 - mdpi.com
3D point cloud registration is a crucial technology for 3D scene reconstruction and has been
successfully applied in various domains, such as smart healthcare and intelligent …

An optimized convolutional neural network for the 3d point-cloud compression

G Luo, B He, Y Xiong, L Wang, H Wang, Z Zhu, X Shi - Sensors, 2023 - mdpi.com
Due to the tremendous volume taken by the 3D point-cloud models, knowing how to achieve
the balance between a high compression ratio, a low distortion rate, and computing cost in …

Low-Carbon Optimization Design of Grinding Machine Spindle Based on Improved Whale Algorithm

Q Lu, X Gao, FTS Chan - Mathematics, 2023 - mdpi.com
To achieve a fundamental reduction in the carbon emissions associated with grinding
machines, it is imperative to systematically explore low-carbon considerations in the design …

Radial Point Interpolation-Based Error Recovery Estimates for Finite Element Solutions of Incompressible Elastic Problems

NB Kahla, S AlQadhi, M Ahmed - Applied Sciences, 2023 - mdpi.com
Error estimation and adaptive applications help to control the discretization errors in finite
element analysis. The study implements the radial point interpolation (RPI)-based error …

A Reverse Modeling Method Based on CAD Model Prior and Surface Modeling

L Fan, J Wang, Z Xu, X Yang - Machines, 2022 - mdpi.com
Reverse engineering is an important process of real model digitization. However, the
existing methods are limited by the characteristics of the modeling object; the modeling is …

A Method for Generating Toolpaths in the Manufacturing of Orthosis Molds with a Five-Axis Computer Numerical Control Machine

K Obrovac, P Raos, T Staroveški, D Brezak - Machines, 2024 - search.proquest.com
This paper proposes a new algorithm for the automatic generation of toolpaths for machining
complex geometric positions, such as molds used in orthosis production. The production of …

Failure Analytics of Defects in Mechanical Engineering Parts Using Root Cause Analysis: Case Study

K Berladir, T Hovorun, J Trojanowska, V Ivanov… - International Scientific …, 2024 - Springer
The paper is devoted to creating a methodological approach to apply root cause analysis for
solving the specific materials science task. The case study determined the causes of the …

Method of Forming Paths for Uniform Surface Treatment for Objects of Complex Shape

I Grigorev, E Mursalimov - 2024 IEEE 25th International …, 2024 - ieeexplore.ieee.org
In most cases, tool impact paths for surface treatment (painting, milling, laser hardening, etc.)
represent a set of continuous spatial curves lying on the surface to be treated. For uniform …