A sub-pixel stereo correspondence technique based on 1D phase-only correlation

Takuma Shibahara; Takafumi Aoki; Hiroshi Nakajima; Koji Kobayashi

doi:10.1109/ICIP.2007.4379805

A sub-pixel stereo correspondence technique based on 1D phase-only correlation

Takuma Shibahara, Takafumi Aoki, Hiroshi Nakajima, Koji Kobayashi

Leadership

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

25 Citations (Scopus)

Abstract

This paper presents a technique for high-accuracy correspondence search between two rectified images using 1D Phase-Only Correlation (POC). The correspondence search, between stereo images can be reduced to 1D search through image rectification. However, we usually employ block, matching wim 2D rectangular image blocks for finding the best matching point in the 1D search. We propose the use of 1D POC (instead of 2D block matching) for stereo correspondence search. The use of ID POC makes possible significant reduction in computational cost without sacrificing reconstruction accuracy compared with the 2D POC-based approach. Also, the resulting reconstruction accuracy is much higher than those of conventional stereo matching techniques using SAD (Sum of Absolute Differences) and SSD (Sum of Squared Differences) combined with sub-pixel disparity estimation.

Original language	English
Title of host publication	2007 IEEE International Conference on Image Processing, ICIP 2007 Proceedings
Publisher	IEEE Computer Society
Pages	221-224
Number of pages	4
ISBN (Print)	1424414377, 9781424414376
DOIs	https://doi.org/10.1109/ICIP.2007.4379805
Publication status	Published - 2007
Event	14th IEEE International Conference on Image Processing, ICIP 2007 - San Antonio, TX, United States Duration: 2007 Sept 16 → 2007 Sept 19

Publication series

Name	Proceedings - International Conference on Image Processing, ICIP
Volume	5
ISSN (Print)	1522-4880

Conference

Conference	14th IEEE International Conference on Image Processing, ICIP 2007
Country/Territory	United States
City	San Antonio, TX
Period	07/9/16 → 07/9/19

Keywords

3D measurement
Phase-based image matching
Phase-only correlation
Stereo correspondence
Stereo vision
Sub-pixel image matching

Access to Document

10.1109/ICIP.2007.4379805

Cite this

Shibahara, T., Aoki, T., Nakajima, H., & Kobayashi, K. (2007). A sub-pixel stereo correspondence technique based on 1D phase-only correlation. In 2007 IEEE International Conference on Image Processing, ICIP 2007 Proceedings (pp. 221-224). Article 4379805 (Proceedings - International Conference on Image Processing, ICIP; Vol. 5). IEEE Computer Society. https://doi.org/10.1109/ICIP.2007.4379805

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title = "A sub-pixel stereo correspondence technique based on 1D phase-only correlation",

abstract = "This paper presents a technique for high-accuracy correspondence search between two rectified images using 1D Phase-Only Correlation (POC). The correspondence search, between stereo images can be reduced to 1D search through image rectification. However, we usually employ block, matching wim 2D rectangular image blocks for finding the best matching point in the 1D search. We propose the use of 1D POC (instead of 2D block matching) for stereo correspondence search. The use of ID POC makes possible significant reduction in computational cost without sacrificing reconstruction accuracy compared with the 2D POC-based approach. Also, the resulting reconstruction accuracy is much higher than those of conventional stereo matching techniques using SAD (Sum of Absolute Differences) and SSD (Sum of Squared Differences) combined with sub-pixel disparity estimation.",

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author = "Takuma Shibahara and Takafumi Aoki and Hiroshi Nakajima and Koji Kobayashi",

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note = "14th IEEE International Conference on Image Processing, ICIP 2007 ; Conference date: 16-09-2007 Through 19-09-2007",

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Shibahara, T, Aoki, T, Nakajima, H & Kobayashi, K 2007, A sub-pixel stereo correspondence technique based on 1D phase-only correlation. in 2007 IEEE International Conference on Image Processing, ICIP 2007 Proceedings., 4379805, Proceedings - International Conference on Image Processing, ICIP, vol. 5, IEEE Computer Society, pp. 221-224, 14th IEEE International Conference on Image Processing, ICIP 2007, San Antonio, TX, United States, 07/9/16. https://doi.org/10.1109/ICIP.2007.4379805

A sub-pixel stereo correspondence technique based on 1D phase-only correlation. / Shibahara, Takuma; Aoki, Takafumi; Nakajima, Hiroshi et al.
2007 IEEE International Conference on Image Processing, ICIP 2007 Proceedings. IEEE Computer Society, 2007. p. 221-224 4379805 (Proceedings - International Conference on Image Processing, ICIP; Vol. 5).

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

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AU - Nakajima, Hiroshi

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N2 - This paper presents a technique for high-accuracy correspondence search between two rectified images using 1D Phase-Only Correlation (POC). The correspondence search, between stereo images can be reduced to 1D search through image rectification. However, we usually employ block, matching wim 2D rectangular image blocks for finding the best matching point in the 1D search. We propose the use of 1D POC (instead of 2D block matching) for stereo correspondence search. The use of ID POC makes possible significant reduction in computational cost without sacrificing reconstruction accuracy compared with the 2D POC-based approach. Also, the resulting reconstruction accuracy is much higher than those of conventional stereo matching techniques using SAD (Sum of Absolute Differences) and SSD (Sum of Squared Differences) combined with sub-pixel disparity estimation.

AB - This paper presents a technique for high-accuracy correspondence search between two rectified images using 1D Phase-Only Correlation (POC). The correspondence search, between stereo images can be reduced to 1D search through image rectification. However, we usually employ block, matching wim 2D rectangular image blocks for finding the best matching point in the 1D search. We propose the use of 1D POC (instead of 2D block matching) for stereo correspondence search. The use of ID POC makes possible significant reduction in computational cost without sacrificing reconstruction accuracy compared with the 2D POC-based approach. Also, the resulting reconstruction accuracy is much higher than those of conventional stereo matching techniques using SAD (Sum of Absolute Differences) and SSD (Sum of Squared Differences) combined with sub-pixel disparity estimation.

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KW - Stereo correspondence

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A sub-pixel stereo correspondence technique based on 1D phase-only correlation

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