A computer vision and smartphone-based tool for onsite color correction and dimensional measurements
This project aims to develop a portable and low-cost solution which is capable of accurately measuring objects in 3-dimensional (3D) space and providing on-site color correction functionality under varying lighting conditions. The solution leverages advanced measurement, computer vision, and cloud c...
Saved in:
Main Author: | |
---|---|
Other Authors: | |
Format: | Final Year Project |
Language: | English |
Published: |
Nanyang Technological University
2024
|
Subjects: | |
Online Access: | https://hdl.handle.net/10356/176849 |
Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Institution: | Nanyang Technological University |
Language: | English |
id |
sg-ntu-dr.10356-176849 |
---|---|
record_format |
dspace |
spelling |
sg-ntu-dr.10356-1768492024-05-24T15:43:36Z A computer vision and smartphone-based tool for onsite color correction and dimensional measurements Xiong, Wenxi Cuong Dang School of Electrical and Electronic Engineering A*STAR National Metrology Centre HCDang@ntu.edu.sg Computer and Information Science Computer vision Mobile application Metrology This project aims to develop a portable and low-cost solution which is capable of accurately measuring objects in 3-dimensional (3D) space and providing on-site color correction functionality under varying lighting conditions. The solution leverages advanced measurement, computer vision, and cloud computing technologies to modernize traditional dimensional measurement and color correction practices. Key features of the solution include: - Utilization of Open-Source Computer Vision (OpenCV) and self-developed algorithms for color correction and dimensional measurements. - Integration of Cloud Computing for seamless communication between the smartphone and image processing server. - A user-friendly mobile application for image capture, processing and visualizing the results. - Robust calibration methods for accurate and precise color correction and dimensional measurements. Through this project, we aim to provide a portable and user-friendly solution that addresses the challenges faced by clients of the Research Institute (RI). The proposed tool has the potential to significantly improve the quality control processes. Bachelor's degree 2024-05-23T03:34:02Z 2024-05-23T03:34:02Z 2024 Final Year Project (FYP) Xiong, W. (2024). A computer vision and smartphone-based tool for onsite color correction and dimensional measurements. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/176849 https://hdl.handle.net/10356/176849 en B2003-231 application/pdf Nanyang Technological University |
institution |
Nanyang Technological University |
building |
NTU Library |
continent |
Asia |
country |
Singapore Singapore |
content_provider |
NTU Library |
collection |
DR-NTU |
language |
English |
topic |
Computer and Information Science Computer vision Mobile application Metrology |
spellingShingle |
Computer and Information Science Computer vision Mobile application Metrology Xiong, Wenxi A computer vision and smartphone-based tool for onsite color correction and dimensional measurements |
description |
This project aims to develop a portable and low-cost solution which is capable of accurately measuring objects in 3-dimensional (3D) space and providing on-site color correction functionality under varying lighting conditions. The solution leverages advanced measurement, computer vision, and cloud computing technologies to modernize traditional dimensional measurement and color correction practices.
Key features of the solution include:
- Utilization of Open-Source Computer Vision (OpenCV) and self-developed algorithms for color correction and dimensional measurements.
- Integration of Cloud Computing for seamless communication between the smartphone and image processing server.
- A user-friendly mobile application for image capture, processing and visualizing the results.
- Robust calibration methods for accurate and precise color correction and dimensional measurements.
Through this project, we aim to provide a portable and user-friendly solution that addresses the challenges faced by clients of the Research Institute (RI). The proposed tool has the potential to significantly improve the quality control processes. |
author2 |
Cuong Dang |
author_facet |
Cuong Dang Xiong, Wenxi |
format |
Final Year Project |
author |
Xiong, Wenxi |
author_sort |
Xiong, Wenxi |
title |
A computer vision and smartphone-based tool for onsite color correction and dimensional measurements |
title_short |
A computer vision and smartphone-based tool for onsite color correction and dimensional measurements |
title_full |
A computer vision and smartphone-based tool for onsite color correction and dimensional measurements |
title_fullStr |
A computer vision and smartphone-based tool for onsite color correction and dimensional measurements |
title_full_unstemmed |
A computer vision and smartphone-based tool for onsite color correction and dimensional measurements |
title_sort |
computer vision and smartphone-based tool for onsite color correction and dimensional measurements |
publisher |
Nanyang Technological University |
publishDate |
2024 |
url |
https://hdl.handle.net/10356/176849 |
_version_ |
1814047223075307520 |