Real-time 3D integral imaging system using a faster elemental image generation method using GPU parallel processing

This thesis report is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2017.

Bibliografiske detaljer
Main Authors:	Islam, Md. Sifatul, Subhani, Mahfuze, Tareque, Mohd. Zishan, Rafi, M. Rashidur Rahman
Andre forfattere:	Alam, Dr. Md. Ashraful
Format:	Thesis
Sprog:	English
Udgivet:	BRAC University 2017
Fag:	3D integral imaging GPU parallel processing
Online adgang:	http://hdl.handle.net/10361/8199

id	10361-8199
record_format	dspace
spelling	10361-81992022-01-26T10:08:20Z Real-time 3D integral imaging system using a faster elemental image generation method using GPU parallel processing Islam, Md. Sifatul Subhani, Mahfuze Tareque, Mohd. Zishan Rafi, M. Rashidur Rahman Alam, Dr. Md. Ashraful Department of Computer Science and Engineering, BRAC University 3D integral imaging GPU parallel processing This thesis report is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2017. Cataloged from PDF version of thesis report. Includes bibliographical references (page 36-38). A novel method of faster computation of Elemental Image generation for real time integral imaging 3D display system, with the implementation of GPU parallel processing is proposed. Previous experiments were conducted to generate Real Time Integral Image and resulting frame rate was greater than 30fps. Our proposed system consists of the following steps: information acquisition of real objects in real time, calculation of lens property, generation of elemental image sets using pixel mapping algorithm and GPU parallel processing for faster generation. To implement this system, firstly the color (RGB) and depth information data of each object point is acquired from the depth camera (Kinect sensors). Using these information, we create the elemental image sets using pixel mapping algorithm. And finally using a wrapper/sdk of CUDA (CUDAfy) we implemented the pixel mapping algorithm in GPU and hence the overall computational speed of the real time integral display system increases. The proposed system provides elemental images generated at a rate of more than 65 fps. Furthermore, this opens up a new field of possibilities of improvement in integral imaging such as real time projection in multi direction and many others. Md.Sifatul Islam Mahfuze Subhani Mohd. Zishan Tareque M. Rashidur Rahman Rafi B. Computer Science and Engineering 2017-05-29T06:24:41Z 2017-05-29T06:24:41Z 2017 2017 Thesis ID 13241001 ID 13201035 ID 13201010 ID 13201008 http://hdl.handle.net/10361/8199 en BRAC University thesis are protected by copyright. They may be viewed from this source for any purpose, but reproduction or distribution in any format is prohibited without written permission. 38 pages application/pdf BRAC University
institution	Brac University
collection	Institutional Repository
language	English
topic	3D integral imaging GPU parallel processing
spellingShingle	3D integral imaging GPU parallel processing Islam, Md. Sifatul Subhani, Mahfuze Tareque, Mohd. Zishan Rafi, M. Rashidur Rahman Real-time 3D integral imaging system using a faster elemental image generation method using GPU parallel processing
description	This thesis report is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2017.
author2	Alam, Dr. Md. Ashraful
author_facet	Alam, Dr. Md. Ashraful Islam, Md. Sifatul Subhani, Mahfuze Tareque, Mohd. Zishan Rafi, M. Rashidur Rahman
format	Thesis
author	Islam, Md. Sifatul Subhani, Mahfuze Tareque, Mohd. Zishan Rafi, M. Rashidur Rahman
author_sort	Islam, Md. Sifatul
title	Real-time 3D integral imaging system using a faster elemental image generation method using GPU parallel processing
title_short	Real-time 3D integral imaging system using a faster elemental image generation method using GPU parallel processing
title_full	Real-time 3D integral imaging system using a faster elemental image generation method using GPU parallel processing
title_fullStr	Real-time 3D integral imaging system using a faster elemental image generation method using GPU parallel processing
title_full_unstemmed	Real-time 3D integral imaging system using a faster elemental image generation method using GPU parallel processing
title_sort	real-time 3d integral imaging system using a faster elemental image generation method using gpu parallel processing
publisher	BRAC University
publishDate	2017
url	http://hdl.handle.net/10361/8199
work_keys_str_mv	AT islammdsifatul realtime3dintegralimagingsystemusingafasterelementalimagegenerationmethodusinggpuparallelprocessing AT subhanimahfuze realtime3dintegralimagingsystemusingafasterelementalimagegenerationmethodusinggpuparallelprocessing AT tarequemohdzishan realtime3dintegralimagingsystemusingafasterelementalimagegenerationmethodusinggpuparallelprocessing AT rafimrashidurrahman realtime3dintegralimagingsystemusingafasterelementalimagegenerationmethodusinggpuparallelprocessing
_version_	1814307399993917440

Real-time 3D integral imaging system using a faster elemental image generation method using GPU parallel processing

Lignende værker