Publication:
Realizing a low-power head-mounted phase-only holographic display by light-weight compression

dc.contributor.departmentDepartment of Electrical and Electronics Engineering
dc.contributor.departmentGraduate School of Sciences and Engineering
dc.contributor.kuauthorSoner, Burak
dc.contributor.kuauthorTekalp, Ahmet Murat
dc.contributor.kuauthorUlusoy, Erdem
dc.contributor.kuauthorÜrey, Hakan
dc.contributor.schoolcollegeinstituteCollege of Engineering
dc.contributor.schoolcollegeinstituteGRADUATE SCHOOL OF SCIENCES AND ENGINEERING
dc.date.accessioned2024-11-09T13:08:58Z
dc.date.issued2020
dc.description.abstractHead-mounted holographic displays (HMHD) are projected to be the first commercial realization of holographic video display systems. HMHDs use liquid crystal on silicon (LCoS) spatial light modulators (SLM), which are best suited to display phase-only holograms (POH). The performance/watt requirement of a monochrome, 60 fps Full HD, 2-eye, POH HMHD system is about 10 TFLOPS/W, which is orders of magnitude higher than that is achievable by commercially available mobile processors. To mitigate this compute power constraint, display-ready POHs shall be generated on a nearby server and sent to the HMHD in compressed form over a wireless link. This paper discusses design of a feasible HMHD-based augmented reality system, focusing on compression requirements and per-pixel rate-distortion trade-off for transmission of display-ready POH from the server to HMHD. Since the decoder in the HMHD needs to operate on low power, only coding methods that have low-power decoder implementation are considered. Effects of 2D phase unwrapping and flat quantization on compression performance are also reported. We next propose a versatile PCM-POH codec with progressive quantization that can adapt to SLM-dynamic-range and available bitrate, and features per-pixel rate-distortion control to achieve acceptable POH quality at target rates of 60-200 Mbit/s that can be reliably achieved by current wireless technologies. Our results demonstrate feasibility of realizing a low-power, quality-ensured, multi-user, interactive HMHD augmented reality system with commercially available components using the proposed adaptive compression of display-ready POH with light-weight decoding.
dc.description.fulltextYES
dc.description.indexedbyWOS
dc.description.indexedbyScopus
dc.description.indexedbyPubMed
dc.description.openaccessYES
dc.description.publisherscopeInternational
dc.description.sponsoredbyTubitakEuEU
dc.description.sponsorshipEuropean Union
dc.description.sponsorshipHorizon 2020
dc.description.sponsorshipEuropean Research Council (ERC), Seventh Framework Program (FP7/2007-2013)
dc.description.sponsorshipTurkish Academy of Sciences (TÜBA)
dc.description.versionAuthor's final manuscript
dc.description.volume29
dc.identifier.doi10.1109/TIP.2020.2972112
dc.identifier.embargoNO
dc.identifier.filenameinventorynoIR03128
dc.identifier.issn1057-7149
dc.identifier.quartileQ1
dc.identifier.scopus2-s2.0-85081067935
dc.identifier.urihttps://hdl.handle.net/20.500.14288/2726
dc.identifier.wos526525300005
dc.keywordsAugmented reality
dc.keywordsData compression
dc.keywordsDisplays
dc.keywordsHolography
dc.keywordsWearable computers
dc.language.isoeng
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)
dc.relation.grantno340200
dc.relation.ispartofIEEE Transactions on Image Processing
dc.relation.urihttp://cdm21054.contentdm.oclc.org/cdm/ref/collection/IR/id/9788
dc.subjectComputer science, artificial intelligence
dc.subjectEngineering, electrical and electronic
dc.titleRealizing a low-power head-mounted phase-only holographic display by light-weight compression
dc.typeJournal Article
dspace.entity.typePublication
local.contributor.kuauthorTekalp, Ahmet Murat
local.contributor.kuauthorÜrey, Hakan
local.contributor.kuauthorUlusoy, Erdem
local.contributor.kuauthorSoner, Burak
local.publication.orgunit1College of Engineering
local.publication.orgunit1GRADUATE SCHOOL OF SCIENCES AND ENGINEERING
local.publication.orgunit2Department of Electrical and Electronics Engineering
local.publication.orgunit2Graduate School of Sciences and Engineering
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