3D spatial measurement for model reconstruction: A review

W Flores-Fuentes, G Trujillo-Hernández… - Measurement, 2023 - Elsevier
The measurement of 3D spatial coordinates for model reconstruction through artificial
machine vision systems based on optical sensors and the corresponding signal processing …

A cyber-physical system to design 3D models using mixed reality technologies and deep learning for additive manufacturing

A Malik, H Lhachemi, R Shorten - Plos one, 2023 - journals.plos.org
I-nteract is a cyber-physical system that enables real-time interaction with both virtual and
real artifacts to design 3D models for additive manufacturing by leveraging mixed-reality …

The use of CNNs in VR/AR/MR/XR: a systematic literature review

D Cortes, B Bermejo, C Juiz - Virtual Reality, 2024 - Springer
This study offers a systematic literature review on the application of Convolutional Neural
Networks in Virtual Reality, Augmented Reality, Mixed Reality, and Extended Reality …

Faster and finer pose estimation for multiple instance objects in a single rgb image

L Aing, WN Lie, GS Lin - Image and Vision Computing, 2023 - Elsevier
Determining the 6 degrees of freedom (6DoF) object pose parameters for multiple instance
objects with high accuracy and less time complexity is a challenging issue in robotics and …

3D SOC-Net: Deep 3D reconstruction network based on self-organizing clustering mapping

YS Gan, W Chen, WC Yau, Z Zou, ST Liong… - Expert Systems with …, 2023 - Elsevier
Image-based 3D reconstruction from a single-view image is critical and fundamental in
many areas and can be integrated into many applications to provide useful functions …

3D hand reconstruction with both shape and appearance from an RGB image

X Chang, W Yi, X Lin, Y Sun - Image and Vision Computing, 2023 - Elsevier
Modeling 3D hands with geometry details and appearance can increase perceptual
immersion and realism in many applications. However, traditional 3D representations such …

Content Analysis of Three-Dimensional Model Technologies and Applications for Construction: Current Trends and Future Directions

N Le, D Tran, R Sturgill - Sensors, 2024 - mdpi.com
The proliferation of digital technologies is substantially transforming inspection
methodologies for construction activities. Although the implementation of a three …

Deep learning framework-based 3D shape reconstruction of tanks from a single RGB image

J Chen, F Zhu, Y Han, D Ren - Engineering Applications of Artificial …, 2023 - Elsevier
In recent times, complicated three-dimensional shape reconstruction from a single RGB
image has become a crucial technology in many industries such as Automotive, Healthcare …

Deep learning-based solution for 3D reconstruction from single RGB images

M Belkaid, A Berrajaa, N El Akkad… - … Conference on Circuit …, 2024 - ieeexplore.ieee.org
In this work, we introduce a deep learning framework designed to generate a 3D triangular
mesh from a single image. Unlike existing methods that commonly represent 3D shapes …

[图书][B] 3D Reconstruction of 2D Images Using Deep Leaning

YA Shleibik - 2023 - search.proquest.com
Abstract 3D reconstruction from a single image has numerous practical applications, but it is
a challenging and ill-posed problem since various potential solutions could be valid for the …