DOI: 10.1023/a:1007958904918. Alignment by Maximization of Mutual Information

Alignment by Maximization of Mutual Information

10.1023/a:1007958904918

Crossref journal-article

Springer Science and Business Media LLC

International Journal of Computer Vision (297)

Bibliography

Viola, P., & Wells III, W. M. (1997). Alignment by Maximization of Mutual Information. International Journal of Computer Vision, 24(2), 137â154.

Authors 2

Paul Viola (first)
William M. Wells III (additional)

References 20 Referenced 1,611

Becker, S. and Hinton, G. E. 1992. Learning to make coherent predictions in domains with discontinuities. In Advances in Neural Information Processing, J. E. Moody, S. J. Hanson, and R. P. Lippmann, (Eds.), Denver 1991. Morgan Kaufmann: San Mateo, vol. 4. / Advances in Neural Information Processing by S. Becker (1992)
Bell, A. J. and Sejnowski, T. J. 1995. An information-maximisation approach to blind separation. In Advances in Neural Information Processing, Denver 1994. Morgan Kaufmann: San Francisco, vol. 4. / Advances in Neural Information Processing by A. J. Bell (1995)
Besl, P. and Jain, R. 1985. Three-dimensional object recognition. Computing Surveys, 17:75-145. (10.1145/4078.4081) / Computing Surveys by P. Besl (1985)
Bridle, J. S. 1989. Training stochastic model recognition algorithms as networks can lead to maximum mutual information estimation of parameters. In Advances in Neural Information Processing 2, D. S. Touretzky (Ed.), Morgan Kaufman, pp. 211-217.
Chin, R. and Dyer, C. 1986. Model-based recognition in robot vision. Computing Surveys, 18:67-108. (10.1145/6462.6464) / Computing Surveys by R. Chin (1986)
Collignon, A., Vandermuelen, D., Suetens, P., and Marchal, G. 1995. 3D multi-modality medical image registration using feature space clustering. In Computer Vision, Virtual Reality and Robotics in Medicine, N. Ayache (Ed.), Springer Verlag, pp. 195-204. (10.1007/978-3-540-49197-2_22)
Cover, T. M. and Thomas, J. A. 1991. Elements of Information Theory. John Wiley and Sons.
Duda, R. and Hart, P. 1973. Pattern Classification and Scene Analysis. John Wiley and Sons.
Haykin, S. 1994. Neural Networks: A comprehensive foundation. Macmillan College Publishing.
Hill, D. L., Studholme, C., and Hawkes, D. J. 1994. Voxel similarity measures for automated image registration. In Proceedings of the Third Conference on Visualization in Biomedical Computing, pp. 205-216, SPIE. (10.1117/12.185180)
Horn, B. 1986. Robot Vision. McGraw-Hill: New York. / Robot Vision by B. Horn (1986)
Huttenlocher, D., Kedem, K., Sharir, K., and Sharir, M. 1991. The upper envelope of Voronoi surfaces and its applications. In Proceedings of the Seventh ACM Symposium on Computational Geometry, pp. 194-293. (10.1145/109648.109670)
Linsker, R. 1986. From basic network principles to neural architecture. Proceedings of the National Academy of Sciences, USA, vol. 83, pp. 7508-7512, 8390-8394, 8779-8783. (10.1073/pnas.83.19.7508) / Proceedings of the National Academy of Sciences by R. Linsker (1986)
Ljung, L. and Süderstrüm, T. 1983. Theory and Practice of Recursive Identification. MIT Press. (10.1007/978-1-4612-5612-0_14)
Lowe, D. 1985. Perceptual Organization and Visual Recognition. Kluwer Academic Publishers. (10.1007/978-1-4613-2551-2)
Shashua, A. 1992. Geometry and Photometry in 3D Visual Recognition. Ph. D. thesis, M. I. T Artificial Intelligence Laboratory, AITR-1401. (10.21236/ADA259443)
Turk, M. and Pentland, A. 1991. Face recognition using eigenfaces. In Proceedings of the Computer Society Conference on Computer Vision and Pattern Recognition, Lahaina, Maui, Hawaii, pp. 586- 591. IEEE. / Proceedings of the Computer Society Conference on Computer Vision and Pattern Recognition by M. Turk (1991)
Viola, P. A. 1995. Alignment by Maximization of Mutual Information. Ph. D. thesis, Massachusetts Institute of Technology. (10.21236/ADA299525)
Wells III, W. 1992. Statistical Object Recognition. Ph. D. thesis, MIT Department Electrical Engineering and Computer Science, Cambridge, Mass. MIT AI Laboratory TR 1398. / Statistical Object Recognition by W. Wells III (1992)
Widrow, B. and Hoff, M. 1960. Adaptive switching circuits. In 1960 IRE WESCON Convention Record, IRE, New York, 4:96-104. / 1960 IRE WESCON Convention Record by B. Widrow (1960)

Dates

Type	When
Created	22 years, 8 months ago (Dec. 22, 2002, 2:13 a.m.)
Deposited	1 week, 4 days ago (Aug. 11, 2025, 5:58 a.m.)
Indexed	1 day, 1 hour ago (Aug. 22, 2025, 12:45 a.m.)
Issued	27 years, 11 months ago (Sept. 1, 1997)
Published	27 years, 11 months ago (Sept. 1, 1997)
Published Print	27 years, 11 months ago (Sept. 1, 1997)

Funders 0

None

BibTeX

@article{Viola_1997, title={Alignment by Maximization of Mutual Information}, volume={24}, ISSN={1573-1405}, url={http://dx.doi.org/10.1023/a:1007958904918}, DOI={10.1023/a:1007958904918}, number={2}, journal={International Journal of Computer Vision}, publisher={Springer Science and Business Media LLC}, author={Viola, Paul and Wells III, William M.}, year={1997}, month=sep, pages={137–154} }

JSON

{
  "indexed": {
    "date-parts": [
      [
        2025,
        8,
        22
      ]
    ],
    "date-time": "2025-08-22T04:45:06Z",
    "timestamp": 1755837906586,
    "version": "3.43.0"
  },
  "reference-count": 20,
  "publisher": "Springer Science and Business Media LLC",
  "issue": "2",
  "license": [
    {
      "start": {
        "date-parts": [
          [
            1997,
            9,
            1
          ]
        ],
        "date-time": "1997-09-01T00:00:00Z",
        "timestamp": 873072000000
      },
      "content-version": "tdm",
      "delay-in-days": 0,
      "URL": "https://www.springernature.com/gp/researchers/text-and-data-mining"
    },
    {
      "start": {
        "date-parts": [
          [
            1997,
            9,
            1
          ]
        ],
        "date-time": "1997-09-01T00:00:00Z",
        "timestamp": 873072000000
      },
      "content-version": "vor",
      "delay-in-days": 0,
      "URL": "https://www.springernature.com/gp/researchers/text-and-data-mining"
    }
  ],
  "content-domain": {
    "domain": [],
    "crossmark-restriction": false
  },
  "published-print": {
    "date-parts": [
      [
        1997,
        9
      ]
    ]
  },
  "DOI": "10.1023/a:1007958904918",
  "type": "journal-article",
  "created": {
    "date-parts": [
      [
        2002,
        12,
        22
      ]
    ],
    "date-time": "2002-12-22T07:13:40Z",
    "timestamp": 1040541220000
  },
  "page": "137-154",
  "source": "Crossref",
  "is-referenced-by-count": 1611,
  "title": "Alignment by Maximization of Mutual Information",
  "prefix": "10.1007",
  "volume": "24",
  "author": [
    {
      "given": "Paul",
      "family": "Viola",
      "sequence": "first",
      "affiliation": []
    },
    {
      "given": "William M.",
      "family": "Wells III",
      "sequence": "additional",
      "affiliation": []
    }
  ],
  "member": "297",
  "reference": [
    {
      "key": "139794_CR1",
      "volume-title": "Advances in Neural Information Processing",
      "author": "S. Becker",
      "year": "1992",
      "unstructured": "Becker, S. and Hinton, G. E. 1992. Learning to make coherent predictions in domains with discontinuities. In Advances in Neural Information Processing, J. E. Moody, S. J. Hanson, and R. P. Lippmann, (Eds.), Denver 1991. Morgan Kaufmann: San Mateo, vol. 4."
    },
    {
      "key": "139794_CR2",
      "volume-title": "Advances in Neural Information Processing",
      "author": "A. J. Bell",
      "year": "1995",
      "unstructured": "Bell, A. J. and Sejnowski, T. J. 1995. An information-maximisation approach to blind separation. In Advances in Neural Information Processing, Denver 1994. Morgan Kaufmann: San Francisco, vol. 4."
    },
    {
      "key": "139794_CR3",
      "doi-asserted-by": "crossref",
      "first-page": "75",
      "DOI": "10.1145/4078.4081",
      "volume": "17",
      "author": "P. Besl",
      "year": "1985",
      "unstructured": "Besl, P. and Jain, R. 1985. Three-dimensional object recognition. Computing Surveys, 17:75-145.",
      "journal-title": "Computing Surveys"
    },
    {
      "key": "139794_CR4",
      "unstructured": "Bridle, J. S. 1989. Training stochastic model recognition algorithms as networks can lead to maximum mutual information estimation of parameters. In Advances in Neural Information Processing 2, D. S. Touretzky (Ed.), Morgan Kaufman, pp. 211-217."
    },
    {
      "key": "139794_CR5",
      "doi-asserted-by": "crossref",
      "first-page": "67",
      "DOI": "10.1145/6462.6464",
      "volume": "18",
      "author": "R. Chin",
      "year": "1986",
      "unstructured": "Chin, R. and Dyer, C. 1986. Model-based recognition in robot vision. Computing Surveys, 18:67-108.",
      "journal-title": "Computing Surveys"
    },
    {
      "key": "139794_CR6",
      "doi-asserted-by": "crossref",
      "unstructured": "Collignon, A., Vandermuelen, D., Suetens, P., and Marchal, G. 1995. 3D multi-modality medical image registration using feature space clustering. In Computer Vision, Virtual Reality and Robotics in Medicine, N. Ayache (Ed.), Springer Verlag, pp. 195-204.",
      "DOI": "10.1007/978-3-540-49197-2_22"
    },
    {
      "key": "139794_CR7",
      "unstructured": "Cover, T. M. and Thomas, J. A. 1991. Elements of Information Theory. John Wiley and Sons."
    },
    {
      "key": "139794_CR8",
      "unstructured": "Duda, R. and Hart, P. 1973. Pattern Classification and Scene Analysis. John Wiley and Sons."
    },
    {
      "key": "139794_CR9",
      "unstructured": "Haykin, S. 1994. Neural Networks: A comprehensive foundation. Macmillan College Publishing."
    },
    {
      "key": "139794_CR10",
      "doi-asserted-by": "crossref",
      "unstructured": "Hill, D. L., Studholme, C., and Hawkes, D. J. 1994. Voxel similarity measures for automated image registration. In Proceedings of the Third Conference on Visualization in Biomedical Computing, pp. 205-216, SPIE.",
      "DOI": "10.1117/12.185180"
    },
    {
      "key": "139794_CR11",
      "volume-title": "Robot Vision",
      "author": "B. Horn",
      "year": "1986",
      "unstructured": "Horn, B. 1986. Robot Vision. McGraw-Hill: New York."
    },
    {
      "key": "139794_CR12",
      "doi-asserted-by": "crossref",
      "unstructured": "Huttenlocher, D., Kedem, K., Sharir, K., and Sharir, M. 1991. The upper envelope of Voronoi surfaces and its applications. In Proceedings of the Seventh ACM Symposium on Computational Geometry, pp. 194-293.",
      "DOI": "10.1145/109648.109670"
    },
    {
      "key": "139794_CR13",
      "doi-asserted-by": "crossref",
      "first-page": "7508",
      "DOI": "10.1073/pnas.83.19.7508",
      "volume": "83",
      "author": "R. Linsker",
      "year": "1986",
      "unstructured": "Linsker, R. 1986. From basic network principles to neural architecture. Proceedings of the National Academy of Sciences, USA, vol. 83, pp. 7508-7512, 8390-8394, 8779-8783.",
      "journal-title": "Proceedings of the National Academy of Sciences"
    },
    {
      "key": "139794_CR14",
      "doi-asserted-by": "crossref",
      "unstructured": "Ljung, L. and S\u00fcderstr\u00fcm, T. 1983. Theory and Practice of Recursive Identification. MIT Press.",
      "DOI": "10.1007/978-1-4612-5612-0_14"
    },
    {
      "key": "139794_CR15",
      "doi-asserted-by": "crossref",
      "unstructured": "Lowe, D. 1985. Perceptual Organization and Visual Recognition. Kluwer Academic Publishers.",
      "DOI": "10.1007/978-1-4613-2551-2"
    },
    {
      "key": "139794_CR16",
      "doi-asserted-by": "crossref",
      "unstructured": "Shashua, A. 1992. Geometry and Photometry in 3D Visual Recognition. Ph. D. thesis, M. I. T Artificial Intelligence Laboratory, AITR-1401.",
      "DOI": "10.21236/ADA259443"
    },
    {
      "key": "139794_CR17",
      "first-page": "586",
      "volume-title": "Proceedings of the Computer Society Conference on Computer Vision and Pattern Recognition",
      "author": "M. Turk",
      "year": "1991",
      "unstructured": "Turk, M. and Pentland, A. 1991. Face recognition using eigenfaces. In Proceedings of the Computer Society Conference on Computer Vision and Pattern Recognition, Lahaina, Maui, Hawaii, pp. 586- 591. IEEE."
    },
    {
      "key": "139794_CR18",
      "doi-asserted-by": "crossref",
      "unstructured": "Viola, P. A. 1995. Alignment by Maximization of Mutual Information. Ph. D. thesis, Massachusetts Institute of Technology.",
      "DOI": "10.21236/ADA299525"
    },
    {
      "key": "139794_CR19",
      "volume-title": "Statistical Object Recognition",
      "author": "W. Wells III",
      "year": "1992",
      "unstructured": "Wells III, W. 1992. Statistical Object Recognition. Ph. D. thesis, MIT Department Electrical Engineering and Computer Science, Cambridge, Mass. MIT AI Laboratory TR 1398."
    },
    {
      "key": "139794_CR20",
      "first-page": "96",
      "volume-title": "1960 IRE WESCON Convention Record",
      "author": "B. Widrow",
      "year": "1960",
      "unstructured": "Widrow, B. and Hoff, M. 1960. Adaptive switching circuits. In 1960 IRE WESCON Convention Record, IRE, New York, 4:96-104."
    }
  ],
  "container-title": "International Journal of Computer Vision",
  "original-title": [],
  "language": "en",
  "link": [
    {
      "URL": "https://link.springer.com/content/pdf/10.1023/A:1007958904918.pdf",
      "content-type": "application/pdf",
      "content-version": "vor",
      "intended-application": "text-mining"
    },
    {
      "URL": "https://link.springer.com/article/10.1023/A:1007958904918/fulltext.html",
      "content-type": "text/html",
      "content-version": "vor",
      "intended-application": "text-mining"
    },
    {
      "URL": "https://link.springer.com/content/pdf/10.1023/A:1007958904918.pdf",
      "content-type": "application/pdf",
      "content-version": "vor",
      "intended-application": "similarity-checking"
    }
  ],
  "deposited": {
    "date-parts": [
      [
        2025,
        8,
        11
      ]
    ],
    "date-time": "2025-08-11T09:58:13Z",
    "timestamp": 1754906293000
  },
  "score": 1,
  "resource": {
    "primary": {
      "URL": "https://link.springer.com/10.1023/A:1007958904918"
    }
  },
  "subtitle": [],
  "short-title": [],
  "issued": {
    "date-parts": [
      [
        1997,
        9
      ]
    ]
  },
  "references-count": 20,
  "journal-issue": {
    "issue": "2",
    "published-print": {
      "date-parts": [
        [
          1997,
          9
        ]
      ]
    }
  },
  "alternative-id": [
    "139794"
  ],
  "URL": "http://dx.doi.org/10.1023/A:1007958904918",
  "relation": {},
  "ISSN": [
    "0920-5691",
    "1573-1405"
  ],
  "subject": [],
  "container-title-short": "International Journal of Computer Vision",
  "published": {
    "date-parts": [
      [
        1997,
        9
      ]
    ]
  }
}