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

Takuma Yamaguchi; Hiroshi Kawasaki; Ryo Furukawa; Toshihiro Nakayama

doi:10.1007/978-3-642-12297-2_50

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 proceeding › Conference 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 language	English
Title of host publication	Computer Vision, ACCV 2009 - 9th Asian Conference on Computer Vision, Revised Selected Papers
Pages	516-526
Number of pages	11
Edition	PART 3
DOIs	https://doi.org/10.1007/978-3-642-12297-2_50
Publication status	Published - 2010
Externally published	Yes
Event	9th Asian Conference on Computer Vision, ACCV 2009 - Xi'an, China Duration: Sept 23 2009 → Sept 27 2009

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Number	PART 3
Volume	5996 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Other

Other	9th Asian Conference on Computer Vision, ACCV 2009
Country/Territory	China
City	Xi'an
Period	9/23/09 → 9/27/09

All Science Journal Classification (ASJC) codes

Theoretical Computer Science
Computer Science(all)

Access to Document

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

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 et al.
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 proceeding › Conference 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). doi: 10.1007/978-3-642-12297-2_50

Yamaguchi, Takuma ; Kawasaki, Hiroshi ; Furukawa, Ryo et al. / 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).

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

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