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

Takuma Yamaguchi, Hiroshi Kawasaki, Ryo Furukawa, Toshihiro Nakayama

研究成果: 著書/レポートタイプへの貢献会議での発言

抄録

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.

元の言語英語
ホスト出版物のタイトルComputer Vision, ACCV 2009 - 9th Asian Conference on Computer Vision, Revised Selected Papers
ページ516-526
ページ数11
エディションPART 3
DOI
出版物ステータス出版済み - 12 29 2010
イベント9th Asian Conference on Computer Vision, ACCV 2009 - Xi'an, 中国
継続期間: 9 23 20099 27 2009

出版物シリーズ

名前Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
番号PART 3
5996 LNCS
ISSN(印刷物)0302-9743
ISSN(電子版)1611-3349

その他

その他9th Asian Conference on Computer Vision, ACCV 2009
中国
Xi'an
期間9/23/099/27/09

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)

これを引用

Yamaguchi, T., Kawasaki, H., Furukawa, R., & Nakayama, T. (2010). 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 版, pp. 516-526). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 巻数 5996 LNCS, 番号 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. 編 2010. p. 516-526 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); 巻 5996 LNCS, 番号 PART 3).

研究成果: 著書/レポートタイプへの貢献会議での発言

Yamaguchi, T, Kawasaki, H, Furukawa, R & Nakayama, T 2010, 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 Edn, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 番号 PART 3, 巻. 5996 LNCS, pp. 516-526, 9th Asian Conference on Computer Vision, ACCV 2009, Xi'an, 中国, 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. : Computer Vision, ACCV 2009 - 9th Asian Conference on Computer Vision, Revised Selected Papers. PART 3 版 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. 版 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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