DOI: 10.1006/cviu.2001.0930. On Benchmarking Optical Flow

10.1006/cviu.2001.0930

Crossref journal-article

Elsevier BV

Computer Vision and Image Understanding (78)

Bibliography

McCane, B., Novins, K., Crannitch, D., & Galvin, B. (2001). On Benchmarking Optical Flow. Computer Vision and Image Understanding, 84(1), 126â143.

Authors 4

B McCane (first)
K Novins (additional)
D Crannitch (additional)
B Galvin (additional)

References 21 Referenced 188

University of Otago, Computer Vision Homepage, available at, http://www.cs.otago.ac.nz/research/vision/index.html.
{'key': '10.1006/cviu.2001.0930_RF2', 'first-page': '151', 'article-title': 'Spatiotemporal energy models for the perception of motion', 'author': 'Adelson', 'year': '1986', 'journal-title': 'Proc. IEEE Workshop on Visual Motion'} / Proc. IEEE Workshop on Visual Motion / Spatiotemporal energy models for the perception of motion by Adelson (1986)
{'key': '10.1006/cviu.2001.0930_RF3', 'series-title': 'Measuring Visual Motion from Image Sequences', 'author': 'Anandan', 'year': '1987'} / Measuring Visual Motion from Image Sequences by Anandan (1987)
10.1007/BF00158167 / Internat. J. Comput. Vision / A computational framework and an algorithm for the measurement of visual motion by Anandan (1989)
10.1007/BF01420984 / Internat. J. Comput. Vision / Performance of optical flow techniques by Barron (1994)
10.1006/rtim.1996.0048 / J. Real-Time Imaging / Real-time quantized optical flow by Camus (1997)
{'key': '10.1006/cviu.2001.0930_RF7', 'series-title': 'Matrix Computations', 'author': 'Golub', 'year': '1989'} / Matrix Computations by Golub (1989)
10.1016/0004-3702(93)90173-9 / Artif. Intell. / Determining optical flow: A retrospective by Horn (1993)
B. K. P. Horn, and, B. G. Schunck, Determining optical flow, AI Memo 572, Massachusetts Institute of Technology, 1980.
10.1109/TPAMI.1987.4767897 / IEEE Trans. Pattern Anal. Mach. Intell. / Optical flow estimation: An error analysis of gradient based methods with local optimization by Kearney (1987)
{'key': '10.1006/cviu.2001.0930_RF11', 'first-page': '121', 'article-title': 'An iterative image registration technique with an application to stereo vision', 'author': 'Lucas', 'year': '1984', 'journal-title': 'Proc. DARPA Image Understanding Workshop'} / Proc. DARPA Image Understanding Workshop / An iterative image registration technique with an application to stereo vision by Lucas (1984)
D. Mason, B. McCane, and K. Novins, Generating motion fields for the evaluation of optical flow algorithms on complex scenes, in Computer Graphics International (CGI), Canmore, Canada, 1999, pp. 65–69. IEEE Computer Society Press, Los Alamitos, CA. (10.1109/CGI.1999.777910)
10.1016/S0734-189X(83)80030-9 / Comput. Graphics Image Process. / Displacement vectors derived from second-order intensity variations in image sequences by Nagel (1983)
10.1016/0004-3702(87)90041-5 / Artif. Intell. / On the estimation of optical flow: Relations between different approaches and some new results by Nagel (1987)
10.1109/TPAMI.1986.4767833 / IEEE Trans. Pattern Anal. Mach. Intell. / An investigation of smoothness constraints for the estimation of displacement vector fields from image sequences by Nagel (1986)
10.1016/0004-3702(95)00033-X / Artif. Intell. / Estimation of optical flow based on higher-order spatiotemporal derivatives in interlaced and non-interlaced image sequences by Otte (1995)
{'key': '10.1006/cviu.2001.0930_RF17', 'first-page': '295', 'article-title': 'Determination of optical flow and its discontinuities using non-linear diffusion', 'volume': '2', 'author': 'Proesmans', 'year': '1994', 'journal-title': "3rd European Conference on Computer Vision, ECCV'94"} / 3rd European Conference on Computer Vision, ECCV'94 / Determination of optical flow and its discontinuities using non-linear diffusion by Proesmans (1994)
{'key': '10.1006/cviu.2001.0930_RF18', 'series-title': 'Distributed Representation and Analysis of Visual Motion', 'author': 'Simoncelli', 'year': '1993'} / Distributed Representation and Analysis of Visual Motion by Simoncelli (1993)
10.1109/JRA.1987.1087109 / IEEE J. Robot. Autom. / A versatile camera calibration technique for high-accuracy 3d machine vision metrology using off-the-shelf tv cameras and lenses by Tsai (1987)
10.1007/BF00202895 / Biol. Cybernet. / A computational approach to motion perception by Uras (1988)
{'key': '10.1006/cviu.2001.0930_RF21', 'series-title': 'Digital Image Warping', 'author': 'Wolberg', 'year': '1990'} / Digital Image Warping by Wolberg (1990)

Dates

Type	When
Created	22 years, 10 months ago (Oct. 6, 2002, 3:02 p.m.)
Deposited	5 years, 5 months ago (March 5, 2020, 8:10 a.m.)
Indexed	2 weeks ago (Aug. 12, 2025, 5:46 p.m.)
Issued	23 years, 10 months ago (Oct. 1, 2001)
Published	23 years, 10 months ago (Oct. 1, 2001)
Published Print	23 years, 10 months ago (Oct. 1, 2001)

Funders 0

None

BibTeX

@article{McCane_2001, title={On Benchmarking Optical Flow}, volume={84}, ISSN={1077-3142}, url={http://dx.doi.org/10.1006/cviu.2001.0930}, DOI={10.1006/cviu.2001.0930}, number={1}, journal={Computer Vision and Image Understanding}, publisher={Elsevier BV}, author={McCane, B and Novins, K and Crannitch, D and Galvin, B}, year={2001}, month=oct, pages={126–143} }

JSON

{
  "indexed": {
    "date-parts": [
      [
        2025,
        8,
        12
      ]
    ],
    "date-time": "2025-08-12T21:46:55Z",
    "timestamp": 1755035215694
  },
  "reference-count": 21,
  "publisher": "Elsevier BV",
  "issue": "1",
  "license": [
    {
      "start": {
        "date-parts": [
          [
            2001,
            10,
            1
          ]
        ],
        "date-time": "2001-10-01T00:00:00Z",
        "timestamp": 1001894400000
      },
      "content-version": "tdm",
      "delay-in-days": 0,
      "URL": "https://www.elsevier.com/tdm/userlicense/1.0/"
    }
  ],
  "content-domain": {
    "domain": [],
    "crossmark-restriction": false
  },
  "published-print": {
    "date-parts": [
      [
        2001,
        10
      ]
    ]
  },
  "DOI": "10.1006/cviu.2001.0930",
  "type": "journal-article",
  "created": {
    "date-parts": [
      [
        2002,
        10,
        6
      ]
    ],
    "date-time": "2002-10-06T19:02:41Z",
    "timestamp": 1033930961000
  },
  "page": "126-143",
  "source": "Crossref",
  "is-referenced-by-count": 188,
  "title": "On Benchmarking Optical Flow",
  "prefix": "10.1006",
  "volume": "84",
  "author": [
    {
      "given": "B",
      "family": "McCane",
      "sequence": "first",
      "affiliation": []
    },
    {
      "given": "K",
      "family": "Novins",
      "sequence": "additional",
      "affiliation": []
    },
    {
      "given": "D",
      "family": "Crannitch",
      "sequence": "additional",
      "affiliation": []
    },
    {
      "given": "B",
      "family": "Galvin",
      "sequence": "additional",
      "affiliation": []
    }
  ],
  "member": "78",
  "reference": [
    {
      "key": "10.1006/cviu.2001.0930_RF1",
      "unstructured": "University of Otago, Computer Vision Homepage, available at, http://www.cs.otago.ac.nz/research/vision/index.html."
    },
    {
      "key": "10.1006/cviu.2001.0930_RF2",
      "first-page": "151",
      "article-title": "Spatiotemporal energy models for the perception of motion",
      "author": "Adelson",
      "year": "1986",
      "journal-title": "Proc. IEEE Workshop on Visual Motion"
    },
    {
      "key": "10.1006/cviu.2001.0930_RF3",
      "series-title": "Measuring Visual Motion from Image Sequences",
      "author": "Anandan",
      "year": "1987"
    },
    {
      "key": "10.1006/cviu.2001.0930_RF4",
      "doi-asserted-by": "crossref",
      "first-page": "283",
      "DOI": "10.1007/BF00158167",
      "article-title": "A computational framework and an algorithm for the measurement of visual motion",
      "volume": "2",
      "author": "Anandan",
      "year": "1989",
      "journal-title": "Internat. J. Comput. Vision"
    },
    {
      "key": "10.1006/cviu.2001.0930_RF5",
      "doi-asserted-by": "crossref",
      "first-page": "43",
      "DOI": "10.1007/BF01420984",
      "article-title": "Performance of optical flow techniques",
      "volume": "12",
      "author": "Barron",
      "year": "1994",
      "journal-title": "Internat. J. Comput. Vision"
    },
    {
      "key": "10.1006/cviu.2001.0930_RF6",
      "doi-asserted-by": "crossref",
      "first-page": "71",
      "DOI": "10.1006/rtim.1996.0048",
      "article-title": "Real-time quantized optical flow",
      "volume": "3",
      "author": "Camus",
      "year": "1997",
      "journal-title": "J. Real-Time Imaging"
    },
    {
      "key": "10.1006/cviu.2001.0930_RF7",
      "series-title": "Matrix Computations",
      "author": "Golub",
      "year": "1989"
    },
    {
      "key": "10.1006/cviu.2001.0930_RF8",
      "doi-asserted-by": "crossref",
      "first-page": "81",
      "DOI": "10.1016/0004-3702(93)90173-9",
      "article-title": "Determining optical flow: A retrospective",
      "volume": "59",
      "author": "Horn",
      "year": "1993",
      "journal-title": "Artif. Intell."
    },
    {
      "key": "10.1006/cviu.2001.0930_RF9",
      "unstructured": "B. K. P. Horn, and, B. G. Schunck, Determining optical flow, AI Memo 572, Massachusetts Institute of Technology, 1980."
    },
    {
      "key": "10.1006/cviu.2001.0930_RF10",
      "doi-asserted-by": "crossref",
      "first-page": "229",
      "DOI": "10.1109/TPAMI.1987.4767897",
      "article-title": "Optical flow estimation: An error analysis of gradient based methods with local optimization",
      "volume": "9",
      "author": "Kearney",
      "year": "1987",
      "journal-title": "IEEE Trans. Pattern Anal. Mach. Intell."
    },
    {
      "key": "10.1006/cviu.2001.0930_RF11",
      "first-page": "121",
      "article-title": "An iterative image registration technique with an application to stereo vision",
      "author": "Lucas",
      "year": "1984",
      "journal-title": "Proc. DARPA Image Understanding Workshop"
    },
    {
      "key": "10.1006/cviu.2001.0930_RF12",
      "doi-asserted-by": "crossref",
      "unstructured": "D. Mason, B. McCane, and K. Novins, Generating motion fields for the evaluation of optical flow algorithms on complex scenes, in Computer Graphics International (CGI), Canmore, Canada, 1999, pp. 65\u201369. IEEE Computer Society Press, Los Alamitos, CA.",
      "DOI": "10.1109/CGI.1999.777910"
    },
    {
      "key": "10.1006/cviu.2001.0930_RF13",
      "doi-asserted-by": "crossref",
      "first-page": "85",
      "DOI": "10.1016/S0734-189X(83)80030-9",
      "article-title": "Displacement vectors derived from second-order intensity variations in image sequences",
      "volume": "21",
      "author": "Nagel",
      "year": "1983",
      "journal-title": "Comput. Graphics Image Process."
    },
    {
      "key": "10.1006/cviu.2001.0930_RF14",
      "doi-asserted-by": "crossref",
      "first-page": "299",
      "DOI": "10.1016/0004-3702(87)90041-5",
      "article-title": "On the estimation of optical flow: Relations between different approaches and some new results",
      "volume": "33",
      "author": "Nagel",
      "year": "1987",
      "journal-title": "Artif. Intell."
    },
    {
      "key": "10.1006/cviu.2001.0930_RF15",
      "doi-asserted-by": "crossref",
      "first-page": "565",
      "DOI": "10.1109/TPAMI.1986.4767833",
      "article-title": "An investigation of smoothness constraints for the estimation of displacement vector fields from image sequences",
      "volume": "8",
      "author": "Nagel",
      "year": "1986",
      "journal-title": "IEEE Trans. Pattern Anal. Mach. Intell."
    },
    {
      "key": "10.1006/cviu.2001.0930_RF16",
      "doi-asserted-by": "crossref",
      "first-page": "5",
      "DOI": "10.1016/0004-3702(95)00033-X",
      "article-title": "Estimation of optical flow based on higher-order spatiotemporal derivatives in interlaced and non-interlaced image sequences",
      "volume": "78",
      "author": "Otte",
      "year": "1995",
      "journal-title": "Artif. Intell."
    },
    {
      "key": "10.1006/cviu.2001.0930_RF17",
      "first-page": "295",
      "article-title": "Determination of optical flow and its discontinuities using non-linear diffusion",
      "volume": "2",
      "author": "Proesmans",
      "year": "1994",
      "journal-title": "3rd European Conference on Computer Vision, ECCV'94"
    },
    {
      "key": "10.1006/cviu.2001.0930_RF18",
      "series-title": "Distributed Representation and Analysis of Visual Motion",
      "author": "Simoncelli",
      "year": "1993"
    },
    {
      "key": "10.1006/cviu.2001.0930_RF19",
      "doi-asserted-by": "crossref",
      "first-page": "323",
      "DOI": "10.1109/JRA.1987.1087109",
      "article-title": "A versatile camera calibration technique for high-accuracy 3d machine vision metrology using off-the-shelf tv cameras and lenses",
      "volume": "3",
      "author": "Tsai",
      "year": "1987",
      "journal-title": "IEEE J. Robot. Autom."
    },
    {
      "key": "10.1006/cviu.2001.0930_RF20",
      "doi-asserted-by": "crossref",
      "first-page": "79",
      "DOI": "10.1007/BF00202895",
      "article-title": "A computational approach to motion perception",
      "volume": "60",
      "author": "Uras",
      "year": "1988",
      "journal-title": "Biol. Cybernet."
    },
    {
      "key": "10.1006/cviu.2001.0930_RF21",
      "series-title": "Digital Image Warping",
      "author": "Wolberg",
      "year": "1990"
    }
  ],
  "container-title": "Computer Vision and Image Understanding",
  "original-title": [],
  "language": "en",
  "link": [
    {
      "URL": "https://api.elsevier.com/content/article/PII:S1077314201909300?httpAccept=text/xml",
      "content-type": "text/xml",
      "content-version": "vor",
      "intended-application": "text-mining"
    },
    {
      "URL": "https://api.elsevier.com/content/article/PII:S1077314201909300?httpAccept=text/plain",
      "content-type": "text/plain",
      "content-version": "vor",
      "intended-application": "text-mining"
    }
  ],
  "deposited": {
    "date-parts": [
      [
        2020,
        3,
        5
      ]
    ],
    "date-time": "2020-03-05T13:10:00Z",
    "timestamp": 1583413800000
  },
  "score": 1,
  "resource": {
    "primary": {
      "URL": "https://linkinghub.elsevier.com/retrieve/pii/S1077314201909300"
    }
  },
  "subtitle": [],
  "short-title": [],
  "issued": {
    "date-parts": [
      [
        2001,
        10
      ]
    ]
  },
  "references-count": 21,
  "journal-issue": {
    "issue": "1",
    "published-print": {
      "date-parts": [
        [
          2001,
          10
        ]
      ]
    }
  },
  "alternative-id": [
    "S1077314201909300"
  ],
  "URL": "http://dx.doi.org/10.1006/cviu.2001.0930",
  "relation": {},
  "ISSN": [
    "1077-3142"
  ],
  "subject": [],
  "container-title-short": "Computer Vision and Image Understanding",
  "published": {
    "date-parts": [
      [
        2001,
        10
      ]
    ]
  }
}