Object matching in the presence of non-rigid deformations close to similarities

Evguenia Balmachnova; Bram Platel; Luc Florack; Bart M. ter Haar Romeny

doi:10.1109/ICCV.2007.4409177

Object matching in the presence of non-rigid deformations close to similarities

Evguenia Balmachnova, Bram Platel, Luc Florack, Bart M. ter Haar Romeny

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

5 Citations (Scopus)

Abstract

In this paper we address the problem of object retrieval based on scale-space interest points, namely top-points. The original retrieval algorithm can only cope with scale-Euclidean transformations. We extend the algorithm to the case of non-rigid transformations like affine and perspective transformations and investigate its robustness. The proposed algorithm is proven to be highly robust under various degrading factors, such as noise, occlusion, rendering artifacts, etc. and can deal with multiple occurrences of the object.

Original language	English
Title of host publication	Proceedings of the 11th International Conference on Computer Vision (ICCV 2007) 14-21 October 2007, Rio de Janeiro, Brazil
Editors	W. Niessen, C.F. Westin, M. Nielsen
Place of Publication	Piscataway, New Jersey, USA
Publisher	Institute of Electrical and Electronics Engineers
Pages	2591-2598
Number of pages	8
ISBN (Print)	978-1-4244-1631-8
DOIs	https://doi.org/10.1109/ICCV.2007.4409177
Publication status	Published - 2007
Event	11th International Conference on Computer Vision (ICCV 2007) - Rio de Janeiro, Brazil Duration: 14 Oct 2007 → 21 Oct 2007

Conference

Conference	11th International Conference on Computer Vision (ICCV 2007)
Country/Territory	Brazil
City	Rio de Janeiro
Period	14/10/07 → 21/10/07
Other	ICCV 2007, Rio de Janeiro, Brazil

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10.1109/ICCV.2007.4409177

Cite this

Balmachnova, E., Platel, B., Florack, L., & Romeny, B. M. T. H. (2007). Object matching in the presence of non-rigid deformations close to similarities. In W. Niessen, C. F. Westin, & M. Nielsen (Eds.), Proceedings of the 11th International Conference on Computer Vision (ICCV 2007) 14-21 October 2007, Rio de Janeiro, Brazil (pp. 2591-2598). Institute of Electrical and Electronics Engineers. https://doi.org/10.1109/ICCV.2007.4409177

Balmachnova, Evguenia ; Platel, Bram ; Florack, Luc et al. / Object matching in the presence of non-rigid deformations close to similarities. Proceedings of the 11th International Conference on Computer Vision (ICCV 2007) 14-21 October 2007, Rio de Janeiro, Brazil. editor / W. Niessen ; C.F. Westin ; M. Nielsen. Piscataway, New Jersey, USA : Institute of Electrical and Electronics Engineers, 2007. pp. 2591-2598

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title = "Object matching in the presence of non-rigid deformations close to similarities",

abstract = "In this paper we address the problem of object retrieval based on scale-space interest points, namely top-points. The original retrieval algorithm can only cope with scale-Euclidean transformations. We extend the algorithm to the case of non-rigid transformations like affine and perspective transformations and investigate its robustness. The proposed algorithm is proven to be highly robust under various degrading factors, such as noise, occlusion, rendering artifacts, etc. and can deal with multiple occurrences of the object.",

author = "Evguenia Balmachnova and Bram Platel and Luc Florack and Romeny, {Bart M. ter Haar}",

year = "2007",

doi = "10.1109/ICCV.2007.4409177",

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booktitle = "Proceedings of the 11th International Conference on Computer Vision (ICCV 2007) 14-21 October 2007, Rio de Janeiro, Brazil",

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note = "11th International Conference on Computer Vision (ICCV 2007) ; Conference date: 14-10-2007 Through 21-10-2007",

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Balmachnova, E, Platel, B, Florack, L & Romeny, BMTH 2007, Object matching in the presence of non-rigid deformations close to similarities. in W Niessen, CF Westin & M Nielsen (eds), Proceedings of the 11th International Conference on Computer Vision (ICCV 2007) 14-21 October 2007, Rio de Janeiro, Brazil. Institute of Electrical and Electronics Engineers, Piscataway, New Jersey, USA, pp. 2591-2598, 11th International Conference on Computer Vision (ICCV 2007), Rio de Janeiro, Brazil, 14/10/07. https://doi.org/10.1109/ICCV.2007.4409177

Object matching in the presence of non-rigid deformations close to similarities. / Balmachnova, Evguenia; Platel, Bram; Florack, Luc et al.
Proceedings of the 11th International Conference on Computer Vision (ICCV 2007) 14-21 October 2007, Rio de Janeiro, Brazil. ed. / W. Niessen; C.F. Westin; M. Nielsen. Piscataway, New Jersey, USA: Institute of Electrical and Electronics Engineers, 2007. p. 2591-2598.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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AB - In this paper we address the problem of object retrieval based on scale-space interest points, namely top-points. The original retrieval algorithm can only cope with scale-Euclidean transformations. We extend the algorithm to the case of non-rigid transformations like affine and perspective transformations and investigate its robustness. The proposed algorithm is proven to be highly robust under various degrading factors, such as noise, occlusion, rendering artifacts, etc. and can deal with multiple occurrences of the object.

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DO - 10.1109/ICCV.2007.4409177

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BT - Proceedings of the 11th International Conference on Computer Vision (ICCV 2007) 14-21 October 2007, Rio de Janeiro, Brazil

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Balmachnova E, Platel B, Florack L , Romeny BMTH. Object matching in the presence of non-rigid deformations close to similarities. In Niessen W, Westin CF, Nielsen M, editors, Proceedings of the 11th International Conference on Computer Vision (ICCV 2007) 14-21 October 2007, Rio de Janeiro, Brazil. Piscataway, New Jersey, USA: Institute of Electrical and Electronics Engineers. 2007. p. 2591-2598 doi: 10.1109/ICCV.2007.4409177

Object matching in the presence of non-rigid deformations close to similarities

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