Visualisation of 3D neural network

This research aims to look at generating 3D visualisation of neuron cells from the SWC file format. SWC is a widely used file format to store the structure and integrity of a neuron cell. However, swc file alone does not allow user to visualise the structure and integrity of the neurons as it only c...

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Main Author: Goh, Yong Wei
Other Authors: Zheng Jianmin
Format: Final Year Project
Language:English
Published: Nanyang Technological University 2021
Subjects:
Online Access:https://hdl.handle.net/10356/148690
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1486902021-05-15T12:58:52Z Visualisation of 3D neural network Goh, Yong Wei Zheng Jianmin School of Computer Science and Engineering ASJMZheng@ntu.edu.sg Engineering::Computer science and engineering This research aims to look at generating 3D visualisation of neuron cells from the SWC file format. SWC is a widely used file format to store the structure and integrity of a neuron cell. However, swc file alone does not allow user to visualise the structure and integrity of the neurons as it only contains the positional and structural description of the neurons itself. Thus, the aim of this project is to create a tool that aids in the visualisation of a neron cell given its SWC file. The approach to visualisation aims in converting the SWC file to an output obj file. The use of obj file as our output format allows the file to be shared easily and displayed with a simple 3D viewer program. The current program is able to generate the neuron cells using 3D triangular mesh rendering with user able to set the resolution of the neuron file. The resolution setting is a compromise between rendering quality and its speed. A lower resolution render will be generated at a faster speed compared to a high-resolution render. Below we shall explore more of this project and its techniques used in rendering. Bachelor of Engineering (Computer Science) 2021-05-15T12:58:52Z 2021-05-15T12:58:52Z 2021 Final Year Project (FYP) Goh, Y. W. (2021). Visualisation of 3D neural network. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/148690 https://hdl.handle.net/10356/148690 en 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::Computer science and engineering
spellingShingle Engineering::Computer science and engineering
Goh, Yong Wei
Visualisation of 3D neural network
description This research aims to look at generating 3D visualisation of neuron cells from the SWC file format. SWC is a widely used file format to store the structure and integrity of a neuron cell. However, swc file alone does not allow user to visualise the structure and integrity of the neurons as it only contains the positional and structural description of the neurons itself. Thus, the aim of this project is to create a tool that aids in the visualisation of a neron cell given its SWC file. The approach to visualisation aims in converting the SWC file to an output obj file. The use of obj file as our output format allows the file to be shared easily and displayed with a simple 3D viewer program. The current program is able to generate the neuron cells using 3D triangular mesh rendering with user able to set the resolution of the neuron file. The resolution setting is a compromise between rendering quality and its speed. A lower resolution render will be generated at a faster speed compared to a high-resolution render. Below we shall explore more of this project and its techniques used in rendering.
author2 Zheng Jianmin
author_facet Zheng Jianmin
Goh, Yong Wei
format Final Year Project
author Goh, Yong Wei
author_sort Goh, Yong Wei
title Visualisation of 3D neural network
title_short Visualisation of 3D neural network
title_full Visualisation of 3D neural network
title_fullStr Visualisation of 3D neural network
title_full_unstemmed Visualisation of 3D neural network
title_sort visualisation of 3d neural network
publisher Nanyang Technological University
publishDate 2021
url https://hdl.handle.net/10356/148690
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