Accurate detection of the edges of a room in a photograph

The objective of this project is to develop a program to extract the structural edges of a room from a 2-Dimensional (2-D)photograph. However, this was faced with initial complicationsas there is noise in everyphotograph. Therefore, we need to first address the core problem of edge detection, follow...

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Main Author: Low, Antheberther Hui Si
Other Authors: Lee Yong Tsui
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2020
Subjects:
Online Access:https://hdl.handle.net/10356/141760
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1417602023-03-04T19:26:58Z Accurate detection of the edges of a room in a photograph Low, Antheberther Hui Si Lee Yong Tsui School of Mechanical and Aerospace Engineering MYTLEE@ntu.edu.sg Engineering::Mechanical engineering The objective of this project is to develop a program to extract the structural edges of a room from a 2-Dimensional (2-D)photograph. However, this was faced with initial complicationsas there is noise in everyphotograph. Therefore, we need to first address the core problem of edge detection, followed by the noises that comes with the photograph. The methodologyemployed is broken down into 4 main phases:pre-processing, finding the corners and everyline in the photograph, calculatingthe distance between everycorner point and the linesas well as the distance between the starting and ending points,and lastly displayingthe geometry structures.The program istested on an imageand the results show that most of the structural lines and corners were obtained. Theproblems andobstacles encountered were noises in the image, threshold used and methodology that was used previously.The future work includes improvisation or implementing more condition to the existing ones, smoothen the image for noise reduction and versatility of the program. Bachelor of Engineering (Mechanical Engineering) 2020-06-10T08:00:32Z 2020-06-10T08:00:32Z 2020 Final Year Project (FYP) https://hdl.handle.net/10356/141760 en C051 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 Engineering::Mechanical engineering
spellingShingle Engineering::Mechanical engineering
Low, Antheberther Hui Si
Accurate detection of the edges of a room in a photograph
description The objective of this project is to develop a program to extract the structural edges of a room from a 2-Dimensional (2-D)photograph. However, this was faced with initial complicationsas there is noise in everyphotograph. Therefore, we need to first address the core problem of edge detection, followed by the noises that comes with the photograph. The methodologyemployed is broken down into 4 main phases:pre-processing, finding the corners and everyline in the photograph, calculatingthe distance between everycorner point and the linesas well as the distance between the starting and ending points,and lastly displayingthe geometry structures.The program istested on an imageand the results show that most of the structural lines and corners were obtained. Theproblems andobstacles encountered were noises in the image, threshold used and methodology that was used previously.The future work includes improvisation or implementing more condition to the existing ones, smoothen the image for noise reduction and versatility of the program.
author2 Lee Yong Tsui
author_facet Lee Yong Tsui
Low, Antheberther Hui Si
format Final Year Project
author Low, Antheberther Hui Si
author_sort Low, Antheberther Hui Si
title Accurate detection of the edges of a room in a photograph
title_short Accurate detection of the edges of a room in a photograph
title_full Accurate detection of the edges of a room in a photograph
title_fullStr Accurate detection of the edges of a room in a photograph
title_full_unstemmed Accurate detection of the edges of a room in a photograph
title_sort accurate detection of the edges of a room in a photograph
publisher Nanyang Technological University
publishDate 2020
url https://hdl.handle.net/10356/141760
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