Faster computation of elemental image generation for real-time integral imaging 3D display system using graphics processing unit and multi-directional projection scheme

bracu.type.groupResearch Publications
datacite.rightsMetadata Only
dc.contributor.authorAlam, Md. Ashraful
dc.contributor.authorSubhani, Mahfuze
dc.contributor.authorIslam, Md. Sifatul
dc.contributor.authorTareque, Mohd. Zishan
dc.contributor.authorRafi, M. Rashidur Rahman
dc.contributor.authorAlam M.S.
dc.contributor.authorKim N.
dc.contributor.departmentDepartment of Computer Science and Engineering
dc.date.accessioned2026-10-06T05:30:28Z
dc.date.available2026-10-06T05:30:28Z
dc.date.issued2019-01-01
dc.description.abstractAn improved and efficient system for faster computation of Elemental Image generation for real time integral imaging 3D display system with the assistance of Graphics Processing Unit parallel processing is proposed. Previously implemented systems for real time integral imaging system had a resulting frame rate greater than 30 fps for elemental image generation. But this improved and more efficient system is able to produce elemental image at a rate greater than 65 fps for real time integral imaging system. Our proposed model consists of the following steps: information acquisition of objects in real time using Kinect sensor, generation of elemental image sets using pixel mapping algorithm using 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 sensor). Using acquired information, we create the elemental image sets using pixel mapping algorithm. And finally we implemented the pixel mapping algorithm in GPU and hence the overall computational speed of the real time integral display system increased surprisingly. This remarkable increase in speed for elemental image generation opens up new field of possibilities for improvement in integral imaging technology i.e. merging this system with multi-directional projection for real time integral imaging system can enhance the viewing angle remarkably and so on.
dc.description.versionPublished
dc.format.extent9 pages
dc.identifier.citationMd. Ashraful Alam, Mahfuze Subhani, Md. Sifatul Islam, et al. "Faster computation of elemental image generation for real-time integral imaging 3D display system using graphics processing unit and multi-directional projection scheme", Proc. SPIE 10942, Advances in Display Technologies IX, 109420O (13 Mar 2019); https://doi.org/10.1117/12.2509716
dc.identifier.doi10.1117/12.2509716
dc.identifier.isbn9781510625266
dc.identifier.issn0277786X
dc.identifier.other2-s2.0-85066040730
dc.identifier.urihttps://hdl.handle.net/10361/30451
dc.language.isoen_US
dc.publisherSPIE
dc.relation.hasversion10.1117/12.2509716
dc.relation.ispartofProceedings of SPIE the International Society for Optical Engineering
dc.relation.ispartofseriesProceedings of SPIE the International Society for Optical Engineering
dc.relation.urihttps://www.spiedigitallibrary.org/conference-proceedings-of-spie/10942/2509716/Faster-computation-of-elemental-image-generation-for-real-time-integral/10.1117/12.2509716.full
dc.rightsfalse
dc.subjectAcquisition
dc.subjectDepth and color information
dc.subjectFrame rate
dc.subjectGPU parallel processing
dc.subjectIntegral imaging
dc.subjectMulti-directional elemental image sets
dc.subjectPixel mapping algorithm
dc.subjectReal-time processing
dc.subject.lcshThree-dimensional display systems.
dc.subject.lcshImaging systems.
dc.titleFaster computation of elemental image generation for real-time integral imaging 3D display system using graphics processing unit and multi-directional projection scheme
dc.typeConference Proceeding
oaire.citation.volume10942
person.affiliation.nameBRAC University
person.affiliation.nameBRAC University
person.affiliation.nameBRAC University
person.affiliation.nameBRAC University
person.affiliation.nameBRAC University
person.affiliation.nameChungbuk National University
person.affiliation.nameChungbuk National University
person.identifier.scopus-author-id58813137600
person.identifier.scopus-author-id57194235535
person.identifier.scopus-author-id57194234478
person.identifier.scopus-author-id57212201941
person.identifier.scopus-author-id57207602188
person.identifier.scopus-author-id7401492826
person.identifier.scopus-author-id35494120000

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