Restoring Integral Images from Focal Stacks Using Compressed Sensing Techniques

J. M. Trujillo-Sevilla; Vladimir Katkovnik; Bahram Javidi; J. M. Rodríguez-Ramos

doi:10.1109/JDT.2016.2522922

Restoring Integral Images from Focal Stacks Using Compressed Sensing Techniques

J. M. Trujillo-Sevilla, Vladimir Katkovnik, Bahram Javidi, J. M. Rodríguez-Ramos

Tutkimustuotos: Artikkeli › Scientific › vertaisarvioitu

2 Sitaatiot (Scopus)

Abstrakti

This paper contains an original development of the compressed sensing technique for restoring integral images from a number of observed 2D images. The proposed data acquisition uses a conventional camera equipped with a horizontal 1D mask placed in the pupil plane of the lens. The compressed sensing style algorithm developed is based on a sparsity hypothesis imposed on 2D cross sections of the light field.

Alkuperäiskieli	Englanti
Sivut	701-706
Sivumäärä	6
Julkaisu	Journal of Display Technology
Vuosikerta	12
Numero	7
DOI - pysyväislinkit	https://doi.org/10.1109/JDT.2016.2522922
Tila	Julkaistu - 1 heinäk. 2016
OKM-julkaisutyyppi	A1 Alkuperäisartikkeli tieteellisessä aikakauslehdessä

Julkaisufoorumi-taso

Jufo-taso 1

!!ASJC Scopus subject areas

Electrical and Electronic Engineering
Electronic, Optical and Magnetic Materials
Condensed Matter Physics

Pääsy asiakirjaan

10.1109/JDT.2016.2522922

Siteeraa tätä

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title = "Restoring Integral Images from Focal Stacks Using Compressed Sensing Techniques",

abstract = "This paper contains an original development of the compressed sensing technique for restoring integral images from a number of observed 2D images. The proposed data acquisition uses a conventional camera equipped with a horizontal 1D mask placed in the pupil plane of the lens. The compressed sensing style algorithm developed is based on a sparsity hypothesis imposed on 2D cross sections of the light field.",

keywords = "Compressed sensing, focal stack, integral imaging",

author = "Trujillo-Sevilla, {J. M.} and Vladimir Katkovnik and Bahram Javidi and Rodr{\'i}guez-Ramos, {J. M.}",

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T1 - Restoring Integral Images from Focal Stacks Using Compressed Sensing Techniques

AU - Trujillo-Sevilla, J. M.

AU - Katkovnik, Vladimir

AU - Javidi, Bahram

AU - Rodríguez-Ramos, J. M.

PY - 2016/7/1

Y1 - 2016/7/1

N2 - This paper contains an original development of the compressed sensing technique for restoring integral images from a number of observed 2D images. The proposed data acquisition uses a conventional camera equipped with a horizontal 1D mask placed in the pupil plane of the lens. The compressed sensing style algorithm developed is based on a sparsity hypothesis imposed on 2D cross sections of the light field.

AB - This paper contains an original development of the compressed sensing technique for restoring integral images from a number of observed 2D images. The proposed data acquisition uses a conventional camera equipped with a horizontal 1D mask placed in the pupil plane of the lens. The compressed sensing style algorithm developed is based on a sparsity hypothesis imposed on 2D cross sections of the light field.

KW - Compressed sensing

KW - focal stack

KW - integral imaging

U2 - 10.1109/JDT.2016.2522922

DO - 10.1109/JDT.2016.2522922

M3 - Article

AN - SCOPUS:84976358976

SN - 1551-319X

VL - 12

SP - 701

EP - 706

JO - Journal of Display Technology

JF - Journal of Display Technology

IS - 7

ER -

Restoring Integral Images from Focal Stacks Using Compressed Sensing Techniques

Abstrakti

Julkaisufoorumi-taso

!!ASJC Scopus subject areas

Pääsy asiakirjaan

Sormenjälki

Siteeraa tätä