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conference paper

Embedded Polarizing Filters to Separate Diffuse and Specular Reflection

Jospin, Laurent Valentin
•
Baechler, Gilles  
•
Scholefield, Adam  
January 1, 2019
Computer Vision - Accv 2018, Pt Ii
14th Asian Conference on Computer Vision (ACCV)

Polarizing filters provide a powerful way to separate diffuse and specular reflection; however, traditional methods rely on several captures and require proper alignment of the filters. Recently, camera manufacturers have proposed to embed polarizing micro-filters in front of the sensor, creating a mosaic of pixels with different polarizations. In this paper, we investigate the advantages of such camera designs. In particular, we consider different design patterns for the filter arrays and propose an algorithm to demosaic an image generated by such cameras. This essentially allows us to separate the diffuse and specular components using a single image. The performance of our algorithm is compared with a color-based method using synthetic and real data. Finally, we demonstrate how we can recover the normals of a scene using the diffuse images estimated by our method.

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Type
conference paper
DOI
10.1007/978-3-030-20890-5_1
Web of Science ID

WOS:000492902300001

Author(s)
Jospin, Laurent Valentin
•
Baechler, Gilles  
•
Scholefield, Adam  
Date Issued

2019-01-01

Publisher

SPRINGER INTERNATIONAL PUBLISHING AG

Publisher place

Cham

Published in
Computer Vision - Accv 2018, Pt Ii
ISBN of the book

978-3-030-20889-9

978-3-030-20890-5

Series title/Series vol.

Lecture Notes in Computer Science

Volume

11362

Start page

3

End page

18

Subjects

Computer Science, Artificial Intelligence

•

Engineering, Electrical & Electronic

•

Computer Science

•

Engineering

•

polarizing micro-filter

•

diffuse and specular separation

•

photometric stereo

•

color

•

LCAV-IVP

Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LCAV  
Event nameEvent placeEvent date
14th Asian Conference on Computer Vision (ACCV)

Perth, AUSTRALIA

Dec 02-06, 2018

Available on Infoscience
November 8, 2019
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/162782
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