메뉴 건너뛰기




Volumn 88, Issue 3, 2010, Pages 461-488

Image comparison by compound disjoint information with applications to perceptual visual quality assessment, image registration and tracking

Author keywords

Disjoint information; Image quality assessment; Image registration; Mutual information; Similarity measures; Video tracking

Indexed keywords

CONTENT REPRESENTATION; DENSITY APPROXIMATIONS; DIGITAL IMAGE; DISJOINT INFORMATION; HISTOGRAMMING; IMAGE COMPARISON; IMAGE DISTRIBUTIONS; IMAGE QUALITY ASSESSMENT; INFORMATION REDUNDANCIES; JOINT ENTROPY; MATCHING FUNCTIONS; MINIMALITY; MUTUAL INFORMATIONS; PARZEN WINDOWS; PERCEPTUAL IMAGE QUALITY; PERCEPTUAL VISUAL QUALITY; SELF-SIMILARITIES; STATISTICAL DEPENDENCE; TRIANGLE INEQUALITY; UPPER BOUND APPROXIMATION; VIDEO TRACKING; VISUAL FEATURE;

EID: 77951254420     PISSN: 09205691     EISSN: 15731405     Source Type: Journal    
DOI: 10.1007/s11263-010-0316-z     Document Type: Article
Times cited : (11)

References (56)
  • 3
    • 0038670812 scopus 로고    scopus 로고
    • Searching in high-dimensional spaces: Index structures for improving the performance of multimedia databases
    • 10.1145/502807.502809
    • C. Bohm S. Berchtold D. A. Keim 2001 Searching in high-dimensional spaces: index structures for improving the performance of multimedia databases ACM Computing Surveys 33 3 322 373 10.1145/502807.502809
    • (2001) ACM Computing Surveys , vol.33 , Issue.3 , pp. 322-373
    • Bohm, C.1    Berchtold, S.2    Keim, D.A.3
  • 5
    • 0003162539 scopus 로고
    • The visible differences predictor: An algorithm for the assessment of image fidelity
    • A. Watson (eds). MIT Press Cambridge
    • Daly, S. (1993). The visible differences predictor: an algorithm for the assessment of image fidelity. In Watson, A. (Ed.), Digital images and human vision (pp. 179-206). Cambridge: MIT Press.
    • (1993) Digital Images and Human Vision , pp. 179-206
    • Daly, S.1
  • 7
    • 0019042755 scopus 로고
    • Multiple mutual informations and multiple interactions in frequency data
    • 0463.94002 10.1016/S0019-9958(80)90478-7 596301
    • T. S. Han 1980 Multiple mutual informations and multiple interactions in frequency data Information and Control 46 1 26 45 0463.94002 10.1016/S0019-9958(80)90478-7 596301
    • (1980) Information and Control , vol.46 , Issue.1 , pp. 26-45
    • Han, T.S.1
  • 8
    • 0018466704 scopus 로고
    • Statistical and structural approaches to texture
    • 10.1109/PROC.1979.11328
    • R. M. Haralick 1979 Statistical and structural approaches to texture Proceedings of the IEEE 67 5 786 804 10.1109/PROC.1979.11328
    • (1979) Proceedings of the IEEE , vol.67 , Issue.5 , pp. 786-804
    • Haralick, R.M.1
  • 9
    • 0019597413 scopus 로고
    • Determining optical flow
    • 10.1016/0004-3702(81)90024-2
    • B. K. P. Horn B. G. Schunk 1981 Determining optical flow Artificial Intelligence 17 185 203 10.1016/0004-3702(81)90024-2
    • (1981) Artificial Intelligence , vol.17 , pp. 185-203
    • Horn, B.K.P.1    Schunk, B.G.2
  • 12
    • 77951258035 scopus 로고    scopus 로고
    • The ITK software guide: The insight segmentation and registration toolkit
    • Ibanez, L., Schroeder, W., Ng, L., & Cates, J. (2004). The ITK software guide: the insight segmentation and registration toolkit. Kitware.
    • (2004) Kitware
    • Ibanez, L.1    Schroeder, W.2    Ng, L.3    Cates, J.4
  • 13
    • 0018524989 scopus 로고
    • Motion and vision. II. Stabilized spatio-temporal threshold surface
    • 10.1364/JOSA.69.001340
    • D. H. Kelly 1979 Motion and vision. II. Stabilized spatio-temporal threshold surface Journal of Optical Society of America 69 1340 1349 10.1364/JOSA.69.001340
    • (1979) Journal of Optical Society of America , vol.69 , pp. 1340-1349
    • Kelly, D.H.1
  • 17
    • 0018918171 scopus 로고
    • An algorithm for vector quantizer design
    • 10.1109/TCOM.1980.1094577
    • Y. Linde A. Buzo R. Gray 1980 An algorithm for vector quantizer design IEEE Transactions on Communications 28 1 84 95 10.1109/TCOM.1980.1094577
    • (1980) IEEE Transactions on Communications , vol.28 , Issue.1 , pp. 84-95
    • Linde, Y.1    Buzo, A.2    Gray, R.3
  • 18
    • 0001920729 scopus 로고
    • Similarity metric learning for a variable-kernel classifier
    • 10.1162/neco.1995.7.1.72
    • D. G. Lowe 1995 Similarity metric learning for a variable-kernel classifier Neural Computation 7 1 72 85 10.1162/neco.1995.7.1.72
    • (1995) Neural Computation , vol.7 , Issue.1 , pp. 72-85
    • Lowe, D.G.1
  • 20
    • 0024700097 scopus 로고
    • A theory for multiresolution signal decomposition: The wavelet representation
    • 0709.94650 10.1109/34.192463
    • S. Mallat 1989 A theory for multiresolution signal decomposition: the wavelet representation IEEE Transactions on Pattern Analysis and Machine Intelligence 11 7 674 693 0709.94650 10.1109/34.192463
    • (1989) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.11 , Issue.7 , pp. 674-693
    • Mallat, S.1
  • 21
    • 0016079335 scopus 로고
    • The effects of a visual fidelity criterion on the encoding of images
    • 0295.94044 10.1109/TIT.1974.1055250
    • J. L. Mannos D. J. Sakrison 1974 The effects of a visual fidelity criterion on the encoding of images IEEE Transactions on Information Theory 20 525 536 0295.94044 10.1109/TIT.1974.1055250
    • (1974) IEEE Transactions on Information Theory , vol.20 , pp. 525-536
    • Mannos, J.L.1    Sakrison, D.J.2
  • 23
    • 0002801737 scopus 로고
    • Multivariate information transmission
    • 0058.35706 10.1007/BF02289159
    • W. J. McGill 1954 Multivariate information transmission Psychometrika 19 97 116 0058.35706 10.1007/BF02289159
    • (1954) Psychometrika , vol.19 , pp. 97-116
    • McGill, W.J.1
  • 24
    • 0030153642 scopus 로고    scopus 로고
    • Deformable models in medical image analysis: A survey
    • 10.1016/S1361-8415(96)80007-7
    • T. McInerney D. Terzopoulos 1996 Deformable models in medical image analysis: a survey Medical Image Analysis 1 2 91 108 10.1016/S1361-8415(96) 80007-7
    • (1996) Medical Image Analysis , vol.1 , Issue.2 , pp. 91-108
    • McInerney, T.1    Terzopoulos, D.2
  • 25
    • 28744457575 scopus 로고    scopus 로고
    • Fusion of intensity, texture, and color in video tracking based on mutual information
    • IEEE Computer Society Washington. 10.1109/AIPR.2004.26
    • Mundy, J. L., & Chang, C. F. (2004). Fusion of intensity, texture, and color in video tracking based on mutual information. In Proceedings of the 33rd applied imagery pattern recognition workshop (AIPR'04) (pp. 10-15). Washington: IEEE Computer Society.
    • (2004) Proceedings of the 33rd Applied Imagery Pattern Recognition Workshop (AIPR'04) , pp. 10-15
    • Mundy, J.L.1    Chang, C.F.2
  • 26
    • 0043028206 scopus 로고    scopus 로고
    • Mutual-information-based registration of medical images: A review
    • 10.1109/TMI.2003.815867
    • J. P. W. Pluim J. B. A. Maintz M. A. Viergever 2003 Mutual-information- based registration of medical images: a review IEEE Transactions on Medical Imaging 22 8 986 1004 10.1109/TMI.2003.815867
    • (2003) IEEE Transactions on Medical Imaging , vol.22 , Issue.8 , pp. 986-1004
    • Pluim, J.P.W.1    Maintz, J.B.A.2    Viergever, M.A.3
  • 27
    • 0040484429 scopus 로고
    • A metric space of discrete probability distributions
    • 10.1016/S0019-9958(61)80055-7 131288
    • C. Rajski 1961 A metric space of discrete probability distributions Information and Control 4 4 371 377 10.1016/S0019-9958(61)80055-7 131288
    • (1961) Information and Control , vol.4 , Issue.4 , pp. 371-377
    • Rajski, C.1
  • 28
    • 0033687820 scopus 로고    scopus 로고
    • Video quality experts group: Current results and future directions
    • Rohaly, A. et al. (2000). Video quality experts group: current results and future directions. In SPIE visual communications and image processing (vol. 4067, pp. 742-753).
    • (2000) SPIE Visual Communications and Image Processing , vol.4067 , pp. 742-753
    • Rohaly, A.1
  • 29
    • 0035481054 scopus 로고    scopus 로고
    • Empirical evaluation of dissimilarity measures for color and texture
    • DOI 10.1006/cviu.2001.0934
    • Y. Rubner J. Puzicha C. Tomasi J. M. Buhmann 2001 Empirical evaluation of dissimilarity measures for color and texture Computer Vision and Image Understanding 84 1 25 43 1021.68787 10.1006/cviu.2001.0934 (Pubitemid 34220908)
    • (2001) Computer Vision and Image Understanding , vol.84 , Issue.1 , pp. 25-43
    • Rubner, Y.1    Puzicha, J.2    Tomasi, C.3    Buhmann, J.M.4
  • 31
    • 0033872313 scopus 로고    scopus 로고
    • Recognition without correspondence using multidimensional receptive field histograms
    • DOI 10.1023/A:1008120406972
    • B. Schiele J. Crowley 2000 Recognition without correspondence using multidimensional receptive field histograms International Journal of Computer Vision 36 1 31 50 10.1023/A:1008120406972 (Pubitemid 30573776)
    • (2000) International Journal of Computer Vision , vol.36 , Issue.1 , pp. 31-50
    • Schiele, B.1    Crowley, J.L.2
  • 32
    • 29144484047 scopus 로고    scopus 로고
    • Maximum-likelihood techniques for joint segmentation-classification of multispectral chromosome images
    • DOI 10.1109/TMI.2005.859207
    • W. Schwartzkopf A. Bovik B. Evans 2005 Maximum-likelihood techniques for joint segmentation-classification of multispectral chromosome images IEEE Transactions on Medical Imaging 24 12 1593 1610 10.1109/TMI.2005.859207 (Pubitemid 41812027)
    • (2005) IEEE Transactions on Medical Imaging , vol.24 , Issue.12 , pp. 1593-1610
    • Schwartzkopf, W.C.1    Bovik, A.C.2    Evans, B.L.3
  • 33
    • 84856043672 scopus 로고
    • A mathematical theory of communication
    • 1154.94303 26286 623-656
    • C. E. Shannon 1948 A mathematical theory of communication Bell System Technical Journal 27 379 423 1154.94303 26286 623-656
    • (1948) Bell System Technical Journal , vol.27 , pp. 379-423
    • Shannon, C.E.1
  • 34
    • 33750369245 scopus 로고    scopus 로고
    • A statistical evaluation of recent full reference image quality assessment algorithms
    • DOI 10.1109/TIP.2006.881959
    • H. Sheikh M. Sabir A. Bovik 2006 A statistical evaluation of recent full reference image quality assessment algorithms IEEE Transactions on Image Processing 15 11 3440 3451 10.1109/TIP.2006.881959 (Pubitemid 44615139)
    • (2006) IEEE Transactions on Image Processing , vol.15 , Issue.11 , pp. 3440-3451
    • Sheikh, H.R.1    Sabir, M.F.2    Bovik, A.C.3
  • 36
    • 0032762144 scopus 로고    scopus 로고
    • An overlap invariant entropy measure of 3D medical image alignment
    • 10.1016/S0031-3203(98)00091-0
    • C. Studholme D. L. G. Hill D. J. Hawkes 1999 An overlap invariant entropy measure of 3D medical image alignment Pattern Recognition 32 1 71 86 10.1016/S0031-3203(98)00091-0
    • (1999) Pattern Recognition , vol.32 , Issue.1 , pp. 71-86
    • Studholme, C.1    Hill, D.L.G.2    Hawkes, D.J.3
  • 38
    • 32944464210 scopus 로고    scopus 로고
    • Video halftoning
    • DOI 10.1109/TIP.2005.863023
    • Z. Sun 2006 Video halftoning IEEE Transactions on Image Processing 15 3 678 686 10.1109/TIP.2005.863023 (Pubitemid 43257566)
    • (2006) IEEE Transactions on Image Processing , vol.15 , Issue.3 , pp. 678-686
    • Sun, Z.1
  • 40
    • 23844456321 scopus 로고    scopus 로고
    • Multimodal image registration based on compound mutual information
    • San Diego, CA
    • Sun, Z., & Ray, L. A. (2005). Multimodal image registration based on compound mutual information. In SPIE medical imaging conference (vol. 5747, pp. 1274-1282), San Diego, CA.
    • (2005) SPIE Medical Imaging Conference , vol.5747 , pp. 1274-1282
    • Sun, Z.1    Ray, L.A.2
  • 43
    • 0000070850 scopus 로고    scopus 로고
    • Optimization of mutual information for multiresolution image registration
    • 0993.94534 10.1109/83.887976
    • P. Thevenaz M. Unser 2000 Optimization of mutual information for multiresolution image registration IEEE Transactions Image Processing 9 12 2083 2099 0993.94534 10.1109/83.887976
    • (2000) IEEE Transactions Image Processing , vol.9 , Issue.12 , pp. 2083-2099
    • Thevenaz, P.1    Unser, M.2
  • 44
    • 58149411184 scopus 로고
    • Features of similarity
    • 10.1037/0033-295X.84.4.327
    • A. Tversky 1977 Features of similarity Psychological Review 84 2 327 352 10.1037/0033-295X.84.4.327
    • (1977) Psychological Review , vol.84 , Issue.2 , pp. 327-352
    • Tversky, A.1
  • 45
    • 0031221119 scopus 로고    scopus 로고
    • Alignment by maximization of mutual information
    • 10.1023/A:1007958904918
    • P. Viola W. M. Wells III 1997 Alignment by maximization of mutual information International Journal of Computer Vision 24 2 137 154 10.1023/A:1007958904918
    • (1997) International Journal of Computer Vision , vol.24 , Issue.2 , pp. 137-154
    • Viola, P.1    Wells Iii, W.M.2
  • 48
    • 1942436689 scopus 로고    scopus 로고
    • Image quality assessment: From error visibility to structural similarity
    • 10.1109/TIP.2003.819861
    • Z. Wang A. Bovik H. Sheikh E. Simoncelli 2004 Image quality assessment: from error visibility to structural similarity IEEE Transactions on Image Processing 13 4 600 612 10.1109/TIP.2003.819861
    • (2004) IEEE Transactions on Image Processing , vol.13 , Issue.4 , pp. 600-612
    • Wang, Z.1    Bovik, A.2    Sheikh, H.3    Simoncelli, E.4
  • 49
    • 0030088712 scopus 로고    scopus 로고
    • Multi-modal volume registration by maximization of mutual information
    • 10.1016/S1361-8415(01)80004-9
    • W. M. Wells III P. Viola H. Atsumi S. Nakajima R. Kikinis 1996 Multi-modal volume registration by maximization of mutual information Medical Image Analysis 1 1 35 51 10.1016/S1361-8415(01)80004-9
    • (1996) Medical Image Analysis , vol.1 , Issue.1 , pp. 35-51
    • Wells Iii, W.M.1    Viola, P.2    Atsumi, H.3    Nakajima, S.4    Kikinis, R.5
  • 50
    • 0033204035 scopus 로고    scopus 로고
    • Issues in vision modeling for perceptual video quality assessment
    • DOI 10.1016/S0165-1684(99)00062-6
    • S. Winkler 1999 Issues in vision modeling for perceptual video quality assessment Signal Processing 78 2 231 252 1046.68530 10.1016/S0165-1684(99) 00062-6 (Pubitemid 32078185)
    • (1999) Signal Processing , vol.78 , Issue.2 , pp. 231-252
    • Winkler, S.1
  • 51
    • 34548102203 scopus 로고    scopus 로고
    • Detection and tracking of multiple, partially occluded humans by Bayesian combination of edgelet based part detectors
    • DOI 10.1007/s11263-006-0027-7
    • B. Wu R. Nevatia 2007 Detection and tracking of multiple, partially occluded humans by Bayesian combination of edgelet based part detectors International Journal of Computer Vision 75 2 247 266 10.1007/s11263-006-0027-7 (Pubitemid 47293421)
    • (2007) International Journal of Computer Vision , vol.75 , Issue.2 , pp. 247-266
    • Wu, B.1    Nevatia, R.2
  • 52
    • 10644287003 scopus 로고
    • Normalized forms for two common metrics
    • NEC Research Institute
    • Yianilos, P. N. (1991). Normalized forms for two common metrics (Technical Report 91-082-9027-1). NEC Research Institute.
    • (1991) Technical Report 91-082-9027-1
    • Yianilos, P.N.1
  • 53
    • 33846013241 scopus 로고    scopus 로고
    • Object tracking: A survey
    • DOI 10.1145/1177352.1177355
    • A. Yilmaz O. Javed M. Shah 2006 Object tracking: a survey ACM Computing Surveys 38 4 1 45 10.1145/1177352.1177355 (Pubitemid 46041487)
    • (2006) ACM Computing Surveys , vol.38 , Issue.4
    • Yilmaz, A.1    Javed, O.2    Shah, M.3
  • 55
    • 34047239582 scopus 로고    scopus 로고
    • Multimodality image registration using an extensible information metric and high dimensional histogramming
    • Glenwood Springs, CO
    • Zhang, J., & Rangarajan, A. (2005). Multimodality image registration using an extensible information metric and high dimensional histogramming. In: International conference on information processing in medical imaging (pp. 725-737), Glenwood Springs, CO.
    • (2005) International Conference on Information Processing in Medical Imaging , pp. 725-737
    • Zhang, J.1    Rangarajan, A.2
  • 56
    • 0039691110 scopus 로고
    • Thermodynamic cost of computation, algorithmic complexity and the information metric
    • 10.1038/341119a0
    • W. H. Zurek 1989 Thermodynamic cost of computation, algorithmic complexity and the information metric Nature 341 119 124 10.1038/341119a0
    • (1989) Nature , vol.341 , pp. 119-124
    • Zurek, W.H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.