A pixel dissimilarity measure that is insensitive to image sampling
Publication
, Journal Article
Birchfield, S; Tomasi, C
Published in: IEEE Transactions on Pattern Analysis and Machine Intelligence
December 1, 1998
Because of image sampling, traditional measures of pixel dissimilarity can assign a large value to two corresponding pixels in a stereo pair, even in the absence of noise and other degrading effects. We propose a measure of dissimilarity that is provably insensitive to sampling because it uses the linearly interpolated intensity functions surrounding the pixels. Experiments on real images show that our measure alleviates the problem of sampling with little additional computational overhead. ©1998 IEEE.
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Published In
IEEE Transactions on Pattern Analysis and Machine Intelligence
DOI
ISSN
0162-8828
Publication Date
December 1, 1998
Volume
20
Issue
4
Start / End Page
401 / 406
Related Subject Headings
- Artificial Intelligence & Image Processing
- 4611 Machine learning
- 4603 Computer vision and multimedia computation
- 0906 Electrical and Electronic Engineering
- 0806 Information Systems
- 0801 Artificial Intelligence and Image Processing
Citation
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MLA
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Birchfield, S., & Tomasi, C. (1998). A pixel dissimilarity measure that is insensitive to image sampling. IEEE Transactions on Pattern Analysis and Machine Intelligence, 20(4), 401–406. https://doi.org/10.1109/34.677269
Birchfield, S., and C. Tomasi. “A pixel dissimilarity measure that is insensitive to image sampling.” IEEE Transactions on Pattern Analysis and Machine Intelligence 20, no. 4 (December 1, 1998): 401–6. https://doi.org/10.1109/34.677269.
Birchfield S, Tomasi C. A pixel dissimilarity measure that is insensitive to image sampling. IEEE Transactions on Pattern Analysis and Machine Intelligence. 1998 Dec 1;20(4):401–6.
Birchfield, S., and C. Tomasi. “A pixel dissimilarity measure that is insensitive to image sampling.” IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 20, no. 4, Dec. 1998, pp. 401–06. Scopus, doi:10.1109/34.677269.
Birchfield S, Tomasi C. A pixel dissimilarity measure that is insensitive to image sampling. IEEE Transactions on Pattern Analysis and Machine Intelligence. 1998 Dec 1;20(4):401–406.
Published In
IEEE Transactions on Pattern Analysis and Machine Intelligence
DOI
ISSN
0162-8828
Publication Date
December 1, 1998
Volume
20
Issue
4
Start / End Page
401 / 406
Related Subject Headings
- Artificial Intelligence & Image Processing
- 4611 Machine learning
- 4603 Computer vision and multimedia computation
- 0906 Electrical and Electronic Engineering
- 0806 Information Systems
- 0801 Artificial Intelligence and Image Processing