Automatic vanishing points detection for single view reconstruction

We described an implementation of the automatic vanishing points detection algorithm in this project. The images of our target are those with no more than 3 vanishing points and have clear feature lines like an urban scene or angular structures. The algorithm is found to be fast and effective for an...

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Main Author: Potcharaphol, Chat Anan
Other Authors: He Ying
Format: Final Year Project
Language:English
Published: 2018
Subjects:
Online Access:http://hdl.handle.net/10356/76314
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-763142023-03-03T20:24:37Z Automatic vanishing points detection for single view reconstruction Potcharaphol, Chat Anan He Ying School of Computer Science and Engineering DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision We described an implementation of the automatic vanishing points detection algorithm in this project. The images of our target are those with no more than 3 vanishing points and have clear feature lines like an urban scene or angular structures. The algorithm is found to be fast and effective for an image with clear feature lines but struggles with an image with few feature lines. The information of vanishing points obtained was then used to compute length information between points on the image in the world space and an example of an image was used for full 3D reconstruction. Bachelor of Engineering (Computer Engineering) 2018-12-18T13:22:52Z 2018-12-18T13:22:52Z 2018 Final Year Project (FYP) http://hdl.handle.net/10356/76314 en Nanyang Technological University 35 p. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
spellingShingle DRNTU::Engineering::Computer science and engineering::Computing methodologies::Image processing and computer vision
Potcharaphol, Chat Anan
Automatic vanishing points detection for single view reconstruction
description We described an implementation of the automatic vanishing points detection algorithm in this project. The images of our target are those with no more than 3 vanishing points and have clear feature lines like an urban scene or angular structures. The algorithm is found to be fast and effective for an image with clear feature lines but struggles with an image with few feature lines. The information of vanishing points obtained was then used to compute length information between points on the image in the world space and an example of an image was used for full 3D reconstruction.
author2 He Ying
author_facet He Ying
Potcharaphol, Chat Anan
format Final Year Project
author Potcharaphol, Chat Anan
author_sort Potcharaphol, Chat Anan
title Automatic vanishing points detection for single view reconstruction
title_short Automatic vanishing points detection for single view reconstruction
title_full Automatic vanishing points detection for single view reconstruction
title_fullStr Automatic vanishing points detection for single view reconstruction
title_full_unstemmed Automatic vanishing points detection for single view reconstruction
title_sort automatic vanishing points detection for single view reconstruction
publishDate 2018
url http://hdl.handle.net/10356/76314
_version_ 1759858309788073984