High dynamic range panoramas using a mobile phone

Cameras have become more advanced and miniaturised in the past decade, driven by a growth of smartphone sales. Modern mobile phones can take 360-degree panoramas with specialised applications available on the market. However, when a scene’s brightness varies dramatically with direction, the dynamic...

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Main Author: Low, Leroy Zhen Yang
Other Authors: Cham Tat Jen
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2020
Subjects:
Online Access:https://hdl.handle.net/10356/139126
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1391262020-05-15T09:07:53Z High dynamic range panoramas using a mobile phone Low, Leroy Zhen Yang Cham Tat Jen School of Computer Science and Engineering ASTJCham@ntu.edu.sg Engineering::Computer science and engineering Cameras have become more advanced and miniaturised in the past decade, driven by a growth of smartphone sales. Modern mobile phones can take 360-degree panoramas with specialised applications available on the market. However, when a scene’s brightness varies dramatically with direction, the dynamic range that a digital camera sensor can capture limits the effective dynamic range of the final panorama. A typical smartphone camera will automatically compensate the exposure of the image as the scene is captured. However, during the stitching process when the auto-exposure is corrected, much of the original contrast and dynamic range is lost. If the dynamic range could be preserved, a High Dynamic Range (HDR) panorama could be created, accurately capturing the original light data. Such panoramas have uses in 3D rendering to illuminate scenes. Usually in the creation of HDR panoramas, specialised equipment and techniques are required. For this project, we investigated techniques to create HDR panoramas from mobile phone camera images. We also automated a workflow to simplify the process of creating HDR panoramas from mobile phones, removing the barrier to entry to create HDR panoramas. Bachelor of Engineering (Computer Science) 2020-05-15T09:07:53Z 2020-05-15T09:07:53Z 2020 Final Year Project (FYP) https://hdl.handle.net/10356/139126 en SCSE19-0354 application/pdf Nanyang Technological University
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic Engineering::Computer science and engineering
spellingShingle Engineering::Computer science and engineering
Low, Leroy Zhen Yang
High dynamic range panoramas using a mobile phone
description Cameras have become more advanced and miniaturised in the past decade, driven by a growth of smartphone sales. Modern mobile phones can take 360-degree panoramas with specialised applications available on the market. However, when a scene’s brightness varies dramatically with direction, the dynamic range that a digital camera sensor can capture limits the effective dynamic range of the final panorama. A typical smartphone camera will automatically compensate the exposure of the image as the scene is captured. However, during the stitching process when the auto-exposure is corrected, much of the original contrast and dynamic range is lost. If the dynamic range could be preserved, a High Dynamic Range (HDR) panorama could be created, accurately capturing the original light data. Such panoramas have uses in 3D rendering to illuminate scenes. Usually in the creation of HDR panoramas, specialised equipment and techniques are required. For this project, we investigated techniques to create HDR panoramas from mobile phone camera images. We also automated a workflow to simplify the process of creating HDR panoramas from mobile phones, removing the barrier to entry to create HDR panoramas.
author2 Cham Tat Jen
author_facet Cham Tat Jen
Low, Leroy Zhen Yang
format Final Year Project
author Low, Leroy Zhen Yang
author_sort Low, Leroy Zhen Yang
title High dynamic range panoramas using a mobile phone
title_short High dynamic range panoramas using a mobile phone
title_full High dynamic range panoramas using a mobile phone
title_fullStr High dynamic range panoramas using a mobile phone
title_full_unstemmed High dynamic range panoramas using a mobile phone
title_sort high dynamic range panoramas using a mobile phone
publisher Nanyang Technological University
publishDate 2020
url https://hdl.handle.net/10356/139126
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