Super-resolution of multiple moving 3D objects with pixel-based registration

Takuma Yamaguchi, Hiroshi Kawasaki, Ryo Furukawa, Toshihiro Nakayama

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In this paper, we propose a super-resolution technique for multiple independently moving 3D objects from a single camera, the camera is also allowed to move freely. Previous techniques were mostly focused on planar objects, and it was di.cult to realize super-resolution for the scene containing 3D objects, due to signi.cant appearance changes caused by objects' motion and viewpoint changes. In this paper, we propose a new technique which can solve the above mentioned problems by applying pixel-based registration instead of planar based registration, which are commonly used in the previous 3D super-resolution techniques. Since the technique is pixel-wise and is not required to divide the scene into planar patches, it can be applied to images containing objects with complex shapes or non-rigid objects, to which applying planar approximation is difficult.

Original languageEnglish
Title of host publicationComputer Vision, ACCV 2009 - 9th Asian Conference on Computer Vision, Revised Selected Papers
Pages516-526
Number of pages11
EditionPART 3
DOIs
Publication statusPublished - Dec 29 2010
Externally publishedYes
Event9th Asian Conference on Computer Vision, ACCV 2009 - Xi'an, China
Duration: Sep 23 2009Sep 27 2009

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
NumberPART 3
Volume5996 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Other

Other9th Asian Conference on Computer Vision, ACCV 2009
CountryChina
CityXi'an
Period9/23/099/27/09

Fingerprint

Super-resolution
Registration
Pixel
Pixels
Cameras
Camera
Patch
Divides
Object
Motion
Approximation

All Science Journal Classification (ASJC) codes

  • Theoretical Computer Science
  • Computer Science(all)

Cite this

Yamaguchi, T., Kawasaki, H., Furukawa, R., & Nakayama, T. (2010). Super-resolution of multiple moving 3D objects with pixel-based registration. In Computer Vision, ACCV 2009 - 9th Asian Conference on Computer Vision, Revised Selected Papers (PART 3 ed., pp. 516-526). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5996 LNCS, No. PART 3). https://doi.org/10.1007/978-3-642-12297-2_50

Super-resolution of multiple moving 3D objects with pixel-based registration. / Yamaguchi, Takuma; Kawasaki, Hiroshi; Furukawa, Ryo; Nakayama, Toshihiro.

Computer Vision, ACCV 2009 - 9th Asian Conference on Computer Vision, Revised Selected Papers. PART 3. ed. 2010. p. 516-526 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 5996 LNCS, No. PART 3).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Yamaguchi, T, Kawasaki, H, Furukawa, R & Nakayama, T 2010, Super-resolution of multiple moving 3D objects with pixel-based registration. in Computer Vision, ACCV 2009 - 9th Asian Conference on Computer Vision, Revised Selected Papers. PART 3 edn, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), no. PART 3, vol. 5996 LNCS, pp. 516-526, 9th Asian Conference on Computer Vision, ACCV 2009, Xi'an, China, 9/23/09. https://doi.org/10.1007/978-3-642-12297-2_50
Yamaguchi T, Kawasaki H, Furukawa R, Nakayama T. Super-resolution of multiple moving 3D objects with pixel-based registration. In Computer Vision, ACCV 2009 - 9th Asian Conference on Computer Vision, Revised Selected Papers. PART 3 ed. 2010. p. 516-526. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 3). https://doi.org/10.1007/978-3-642-12297-2_50
Yamaguchi, Takuma ; Kawasaki, Hiroshi ; Furukawa, Ryo ; Nakayama, Toshihiro. / Super-resolution of multiple moving 3D objects with pixel-based registration. Computer Vision, ACCV 2009 - 9th Asian Conference on Computer Vision, Revised Selected Papers. PART 3. ed. 2010. pp. 516-526 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 3).
@inproceedings{3377147291574ee6abdf858d21cfe662,
title = "Super-resolution of multiple moving 3D objects with pixel-based registration",
abstract = "In this paper, we propose a super-resolution technique for multiple independently moving 3D objects from a single camera, the camera is also allowed to move freely. Previous techniques were mostly focused on planar objects, and it was di.cult to realize super-resolution for the scene containing 3D objects, due to signi.cant appearance changes caused by objects' motion and viewpoint changes. In this paper, we propose a new technique which can solve the above mentioned problems by applying pixel-based registration instead of planar based registration, which are commonly used in the previous 3D super-resolution techniques. Since the technique is pixel-wise and is not required to divide the scene into planar patches, it can be applied to images containing objects with complex shapes or non-rigid objects, to which applying planar approximation is difficult.",
author = "Takuma Yamaguchi and Hiroshi Kawasaki and Ryo Furukawa and Toshihiro Nakayama",
year = "2010",
month = "12",
day = "29",
doi = "10.1007/978-3-642-12297-2_50",
language = "English",
isbn = "3642122965",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
number = "PART 3",
pages = "516--526",
booktitle = "Computer Vision, ACCV 2009 - 9th Asian Conference on Computer Vision, Revised Selected Papers",
edition = "PART 3",

}

TY - GEN

T1 - Super-resolution of multiple moving 3D objects with pixel-based registration

AU - Yamaguchi, Takuma

AU - Kawasaki, Hiroshi

AU - Furukawa, Ryo

AU - Nakayama, Toshihiro

PY - 2010/12/29

Y1 - 2010/12/29

N2 - In this paper, we propose a super-resolution technique for multiple independently moving 3D objects from a single camera, the camera is also allowed to move freely. Previous techniques were mostly focused on planar objects, and it was di.cult to realize super-resolution for the scene containing 3D objects, due to signi.cant appearance changes caused by objects' motion and viewpoint changes. In this paper, we propose a new technique which can solve the above mentioned problems by applying pixel-based registration instead of planar based registration, which are commonly used in the previous 3D super-resolution techniques. Since the technique is pixel-wise and is not required to divide the scene into planar patches, it can be applied to images containing objects with complex shapes or non-rigid objects, to which applying planar approximation is difficult.

AB - In this paper, we propose a super-resolution technique for multiple independently moving 3D objects from a single camera, the camera is also allowed to move freely. Previous techniques were mostly focused on planar objects, and it was di.cult to realize super-resolution for the scene containing 3D objects, due to signi.cant appearance changes caused by objects' motion and viewpoint changes. In this paper, we propose a new technique which can solve the above mentioned problems by applying pixel-based registration instead of planar based registration, which are commonly used in the previous 3D super-resolution techniques. Since the technique is pixel-wise and is not required to divide the scene into planar patches, it can be applied to images containing objects with complex shapes or non-rigid objects, to which applying planar approximation is difficult.

UR - http://www.scopus.com/inward/record.url?scp=78650467976&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=78650467976&partnerID=8YFLogxK

U2 - 10.1007/978-3-642-12297-2_50

DO - 10.1007/978-3-642-12297-2_50

M3 - Conference contribution

SN - 3642122965

SN - 9783642122965

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 516

EP - 526

BT - Computer Vision, ACCV 2009 - 9th Asian Conference on Computer Vision, Revised Selected Papers

ER -