메뉴 건너뛰기




Volumn 20, Issue 5, 2011, Pages 1363-1372

A maximum likelihood approach to joint image registration and fusion

Author keywords

Affine transformation; expectation maximization; image fusion; image registration; multisensor images

Indexed keywords

AFFINE TRANSFORMATIONS; EDGE PRESERVATIONS; ESTIMATION PROBLEM; EXPECTATION MAXIMIZATION; EXPECTATION-MAXIMIZATION ALGORITHMS; FUSION PERFORMANCE; HYPER-SPECTRAL IMAGES; JOINT OPTIMIZATION; LAPLACIAN PYRAMID; MAXIMUM LIKELIHOOD APPROACHES; MULTI SENSOR IMAGES; PERFORMANCE EVALUATION; REGISTRATION ACCURACY; SENSORY IMAGES; THERMAL IMAGES; VISUAL IMAGE;

EID: 79955418904     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2010.2090530     Document Type: Article
Times cited : (49)

References (33)
  • 1
    • 0043237770 scopus 로고    scopus 로고
    • Image registration methods: Asurvey
    • B. Zitová and J. Flusser, "Image registration methods:Asurvey," Image Vis. Comput., vol. 21, pp. 977-1000, 2003.
    • (2003) Image Vis. Comput. , vol.21 , pp. 977-1000
    • Zitová, B.1    Flusser, J.2
  • 2
  • 3
    • 0026137964 scopus 로고
    • Least-squares estimation of transformation parameters between two point patterns
    • DOI 10.1109/34.88573
    • S. Umeyama, "Least-squares estimation of transformation parameters between two point patterns," IEEE Trans. Pattern Anal. Mach. Intell., vol. 13, no. 4, pp. 376-380, Apr. 1991. (Pubitemid 21645719)
    • (1991) IEEE Transactions on Pattern Analysis and Machine Intelligence , vol.13 , Issue.4 , pp. 376-380
    • Umeyama Shinji1
  • 4
    • 0030212172 scopus 로고    scopus 로고
    • An FFT-based technique for translation, rotation, and scale-invariant image registration
    • PII S105771499604540X
    • B. S. Reddy and B. N. Chatterji, "An FFT-based technique for translation, rotation, and scale-invariant image registration," IEEE Trans. Image Process., vol. 5, no. 8, pp. 1266-1271, Aug. 1996. (Pubitemid 126776770)
    • (1996) IEEE Transactions on Image Processing , vol.5 , Issue.8 , pp. 1266-1271
    • Srinivasa Reddy, B.1    Chatterji, B.N.2
  • 5
    • 0038136887 scopus 로고    scopus 로고
    • Analysis of image registration noise due to rotationally dependent aliasing
    • H. S. Stone, B. Tao, and M. McGuirre, "Analysis of image registration noise due to rotationally dependent aliasing," J. Vis. Commun. Image Represent., vol. 14, pp. 114-135, 2003.
    • (2003) J. Vis. Commun. Image Represent. , vol.14 , pp. 114-135
    • Stone, H.S.1    Tao, B.2    McGuirre, M.3
  • 7
    • 0031647592 scopus 로고    scopus 로고
    • A pyramid approach to subpixel registration based on intensity
    • PII S1057714998005375
    • P. Thevenaz, U. E. Ruttimann, and M. Unser, "A pyramid approach to subpixel registration based on intensity," IEEE Trans. Image Process., vol. 7, no. 1, pp. 27-41, Jan. 1998. (Pubitemid 128745320)
    • (1998) IEEE Transactions on Image Processing , vol.7 , Issue.1 , pp. 27-41
    • Thevenaz, P.1    Ruttimann, U.E.2    Unser, M.3
  • 11
    • 3042563271 scopus 로고    scopus 로고
    • Fusion of multispectral and panchromatic images using improved IHS and PCA mergers based on wavelet decomposition
    • Jun.
    • M. Gonzalez-Audicana, J. L. Saleta, R. G. Catalan, and R. Garcia, "Fusion of multispectral and panchromatic images using improved IHS and PCA mergers based on wavelet decomposition," IEEE Trans. Geosci. Remote Sens., vol. 42, no. 6, pp. 1291-1299, Jun. 2004.
    • (2004) IEEE Trans. Geosci. Remote Sens. , vol.42 , Issue.6 , pp. 1291-1299
    • Gonzalez-Audicana, M.1    Saleta, J.L.2    Catalan, R.G.3    Garcia, R.4
  • 13
    • 0035395828 scopus 로고    scopus 로고
    • Image fusion by using steerable pyramid
    • DOI 10.1016/S0167-8655(01)00047-2, PII S0167865501000472
    • Z. Liu, K. Tsukada, K. Hanasaki, Y. K. Ho, and Y. P. Dai, "Image fusion by using steerable pyramid," Pattern Recognit. Lett., vol. 22, no. 9, pp. 929-939, Jul. 2001. (Pubitemid 32621121)
    • (2001) Pattern Recognition Letters , vol.22 , Issue.9 , pp. 929-939
    • Liu, Z.1    Tsukada, K.2    Hanasaki, K.3    Ho, Y.K.4    Dai, Y.P.5
  • 14
    • 1942421822 scopus 로고    scopus 로고
    • Gradient-based multiresolution image fusion
    • Feb.
    • V. S. Petrovic and C. S. Xydeas, "Gradient-based multiresolution image fusion," IEEE Trans. Image Process., vol. 13, no. 2, pp. 228-237, Feb. 2004.
    • (2004) IEEE Trans. Image Process. , vol.13 , Issue.2 , pp. 228-237
    • Petrovic, V.S.1    Xydeas, C.S.2
  • 15
    • 33847756765 scopus 로고    scopus 로고
    • Novel cooperative neural fusion algorithms for image restoration and image fusion
    • DOI 10.1109/TIP.2006.888340
    • Y. Xia and M. S. Kamel, "Novel cooperative neural fusion algorithms for image restoration and image fusion," IEEE Trans. Image Process., vol. 16, no. 2, pp. 367-381, Feb. 2007. (Pubitemid 46421679)
    • (2007) IEEE Transactions on Image Processing , vol.16 , Issue.2 , pp. 367-381
    • Xia, Y.1    Kamel, M.S.2
  • 16
    • 34347401837 scopus 로고    scopus 로고
    • Multisource image fusion method support value transform
    • DOI 10.1109/TIP.2007.896687
    • S. Zheng, W. Z. Shi, J. Liu, G. X. Zhu, and J. W. Tian, "Multisource image fusion method using support value transform," IEEE Trans. Image Process., vol. 16, no. 7, pp. 1831-1839, Jul. 2007. (Pubitemid 47018880)
    • (2007) IEEE Transactions on Image Processing , vol.16 , Issue.7 , pp. 1831-1839
    • Zheng, S.1    Shi, W.-Z.2    Liu, J.3    Zhu, G.-X.4    Tian, J.-W.5
  • 17
    • 0036993907 scopus 로고    scopus 로고
    • Likelihood maximization approach to image registration
    • Dec.
    • Y. M. Zhu and S. M. Cochoff, "Likelihood maximization approach to image registration," IEEE Trans. Image Process., vol. 11, no. 12, pp. 1417-1426, Dec. 2002.
    • (2002) IEEE Trans. Image Process. , vol.11 , Issue.12 , pp. 1417-1426
    • Zhu, Y.M.1    Cochoff, S.M.2
  • 18
    • 34547155121 scopus 로고    scopus 로고
    • On the Bayes fusion of visual features
    • DOI 10.1016/j.imavis.2007.01.003, PII S0262885607000066
    • X. Shi and R. Manduchi, "On the bayes fusion of visual features," Image Vis. Comput., vol. 25, no. 11, pp. 1748-1758, Nov. 2007. (Pubitemid 47126666)
    • (2007) Image and Vision Computing , vol.25 , Issue.11 , pp. 1748-1758
    • Shi, X.1    Manduchi, R.2
  • 20
    • 0002629270 scopus 로고
    • Maximum likelihood from incomplete data via the em algorithm
    • P. Dempster, N. Laird, and D. Rubin, "Maximum likelihood from incomplete data via the EM algorithm," J. Roy. Stat., vol. 39, pp. 1-38, 1977.
    • (1977) J. Roy. Stat. , vol.39 , pp. 1-38
    • Dempster, P.1    Laird, N.2    Rubin, D.3
  • 21
    • 44649126682 scopus 로고    scopus 로고
    • Maximum-entropy expectation-maximization algorithm for image reconstruction and sensor field estimation
    • DOI 10.1109/TIP.2008.921996
    • H. Hong and D. Schonfeld, "Maximum-entropy expectation-maximization algorithm for image reconstruction and sensor field estimation," IEEE Trans. Image Process., vol. 17, no. 6, pp. 897-907, Jun. 2008. (Pubitemid 351772607)
    • (2008) IEEE Transactions on Image Processing , vol.17 , Issue.6 , pp. 897-907
    • Hong, H.1    Schonfeld, D.2
  • 25
    • 0036451730 scopus 로고    scopus 로고
    • A statistical signal processing approach to image fusion for conceled weapon detection
    • J. Yang and R. S. Blum, "A statistical signal processing approach to image fusion for conceled weapon detection," in Proc. IEEE Int. Conf. Image Process., 2002, vol. I, pp. 513-516.
    • (2002) Proc. IEEE Int. Conf. Image Process. , vol.1 , pp. 513-516
    • Yang, J.1    Blum, R.S.2
  • 26
    • 0028517016 scopus 로고
    • Space-alternating generalized em algorithm
    • Oct.
    • J. A. Fessler and A. O. Hero, "Space-alternating generalized EM algorithm," IEEE Trans. Signal Process., vol. 42, no. 10, pp. 2664-2677, Oct. 1994.
    • (1994) IEEE Trans. Signal Process. , vol.42 , Issue.10 , pp. 2664-2677
    • Fessler, J.A.1    Hero, A.O.2
  • 27
    • 3843086170 scopus 로고    scopus 로고
    • A maximum likelihood approach for image registration using control point and intensity
    • Aug.
    • W. Li and H. Leung, "A maximum likelihood approach for image registration using control point and intensity," IEEE Trans. Image Process., vol. 13, no. 8, pp. 1115-1127, Aug. 2004.
    • (2004) IEEE Trans. Image Process. , vol.13 , Issue.8 , pp. 1115-1127
    • Li, W.1    Leung, H.2
  • 28
    • 33846619107 scopus 로고    scopus 로고
    • Subjective tests for image fusion evaluation and objective metric validation
    • DOI 10.1016/j.inffus.2005.05.001, PII S1566253505000618
    • V. Petrovic, "Subjective tests for image fusion evaluation and objective metric validation," Inf. Fus., vol. 8, pp. 208-216, 2007. (Pubitemid 46177793)
    • (2007) Information Fusion , vol.8 , Issue.2 SPEC. ISS. , pp. 208-216
    • Petrovic, V.1
  • 30
    • 0043237770 scopus 로고    scopus 로고
    • Image registration methods:Asurvey
    • B. Zitova and J. Flusser, "Image registration methods:Asurvey," Image Vis. Comput., vol. 21, pp. 977-1000, 2003.
    • (2003) Image Vis. Comput. , vol.21 , pp. 977-1000
    • Zitova, B.1    Flusser, J.2
  • 31
    • 0141745564 scopus 로고    scopus 로고
    • Mutual information based CT-MR brain image registration using generalized partial volume joint histogram estimation
    • Sep.
    • H. Chen and P. K. Varshney, "Mutual information based CT-MR brain image registration using generalized partial volume joint histogram estimation," IEEE Trans. Med. Imag., vol. 22, no. 9, pp. 1111-1119, Sep. 2003.
    • (2003) IEEE Trans. Med. Imag. , vol.22 , Issue.9 , pp. 1111-1119
    • Chen, H.1    Varshney, P.K.2
  • 32
    • 0033908184 scopus 로고    scopus 로고
    • Objective image fusion performance measure
    • DOI 10.1049/el:20000267
    • C. Xydeas and V. Petrovic, "Objective image fusion performance with visible differences," Electron. Lett., vol. 36, pp. 308-309, 2000. (Pubitemid 30557385)
    • (2000) Electronics Letters , vol.36 , Issue.4 , pp. 308-309
    • Xydeas, C.S.1    Petrovic, V.2
  • 33
    • 0032640298 scopus 로고    scopus 로고
    • A categorization and study of multiscaledecomposition- based image fusion schemes
    • Aug.
    • Z. Zhang and R. S. Blum, "A categorization and study of multiscaledecomposition- based image fusion schemes," Proc. IEEE, vol. 87, no. 8, pp. 1315-1328, Aug. 1999.
    • (1999) Proc. IEEE , vol.87 , Issue.8 , pp. 1315-1328
    • Zhang, Z.1    Blum, R.S.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.