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Extension of phase correlation to subpixel registration
Abstract
In this paper, we have derived analytic expressions for the phase correlation of downsampled images. We have shown that for downsampled images the signal power in the phase correlation is not concentrated in a single peak, but rather in several coherent peaks mostly adjacent to each other. These coherent peaks correspond to the polyphase transform of a filtered unit impulse centered at the point of registration. The analytic results provide a closed-form solution to subpixel translation estimation, and are used for detailed error analysis. Excellent results have been obtained for subpixel translation estimation of images of different nature and across different spectral bands.
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Citations
Cited by
Image registration methods: a survey
Zitová, B., & Flusser, J. (2003) · Image and Vision Computing · doi:10.1016/s0262-8856(03)00137-9 · Cited by 6,423
Suite2p: beyond 10,000 neurons with standard two-photon microscopy
Pachitariu, M., Stringer, C., Dipoppa, M., Schröder, S., Rossi, L. F., Dalgleish, H., Carandini, M., & Harris, K. D. (2016) · bioRxiv (Cold Spring Harbor Laboratory) · doi:10.1101/061507 · Cited by 1,247
Neuropixels 2.0: A miniaturized high-density probe for stable, long-term brain recordings.
Steinmetz, N. A., Aydin, C., Lebedeva, A., Okun, M., Pachitariu, M., Bauza, M., Beau, M., Bhagat, J., Böhm, C., Broux, M., et al. (2021) · Science · doi:10.1126/science.abf4588 · Cited by 1,173
“To achieve this objective, we use a standard correlation-based registration approach, similar to the approach used for 2p calcium imaging data (Foroosh et al., 2002; Pachitariu et al., 2017).”
Image Matching from Handcrafted to Deep Features: A Survey
Ma, J., Jiang, X., Fan, A., Jiang, J., & Yan, J. (2021) · International Journal of Computer Vision · doi:10.1007/s11263-020-01359-2 · Cited by 990
Leprince, S., Barbot, S., Ayoub, F., & Avouac, J.-P. (2007) · IEEE Transactions on Geoscience and Remote Sensing · doi:10.1109/tgrs.2006.888937 · Cited by 985
Metadata
- Authors
- Foroosh, H., Zerubia, J. B., & Berthod, M.
- Venue
- IEEE Transactions on Image Processing
- Published
- 2002-03
- Volume
- 11
- Issue
- 3
- Pages
- 188-200
- ISSN
- 1057-7149 (ISSN-L)
- OpenAlex
- W2158453800
- Cited by
- 978
- References
- 0
- FWCI
- 61.19
- Type
- journal article
- Language
- en
- Open access
- closed
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- Foroosh, H., Zerubia, J. B., & Berthod, M. (2002). Extension of phase correlation to subpixel registration. IEEE Transactions on Image Processing. https://doi.org/10.1109/83.988953
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