메뉴 건너뛰기




Volumn 23, Issue , 2015, Pages 139-155

Multi-focus image fusion with dense SIFT

Author keywords

Activity level measurement; Dense SIFT; Feature space transform; Local feature matching; Multi focus image fusion

Indexed keywords

IMAGE ENHANCEMENT; LEVEL MEASUREMENT;

EID: 84908402697     PISSN: 15662535     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.inffus.2014.05.004     Document Type: Article
Times cited : (438)

References (50)
  • 1
    • 9244257883 scopus 로고    scopus 로고
    • Fusing images with different focuses using support vector machines
    • S. Li, J. Kwok, I. Tsang, Y. Wang, Fusing images with different focuses using support vector machines, IEEE Trans. Neural Networks 15 (6) (2004) 1555-1561.
    • (2004) IEEE Trans. Neural Networks , vol.15 , Issue.6 , pp. 1555-1561
    • Li, S.1    Kwok, J.2    Tsang, I.3    Wang, Y.4
  • 2
    • 33846594428 scopus 로고    scopus 로고
    • Image fusion: Advances in the state of the art
    • A. Goshtasby, S. Nikolov, Image fusion: advances in the state of the art, Inf. Fus. 8 (2) (2007) 114-118.
    • (2007) Inf. Fus. , vol.8 , Issue.2 , pp. 114-118
    • Goshtasby, A.1    Nikolov, S.2
  • 4
    • 0242270987 scopus 로고    scopus 로고
    • A general framework for multiresolution image fusion: From pixels to regions
    • G. Piella, A general framework for multiresolution image fusion: from pixels to regions, Image Fus. 4 (4) (2003) 259-280.
    • (2003) Image Fus. , vol.4 , Issue.4 , pp. 259-280
    • Piella, G.1
  • 5
    • 0020737631 scopus 로고
    • The Laplacian pyramid as a compact image code
    • P. Burt, E. Adelson, The Laplacian pyramid as a compact image code, IEEE Trans. Commun. 31 (4) (1983) 532-540.
    • (1983) IEEE Trans. Commun. , vol.31 , Issue.4 , pp. 532-540
    • Burt, P.1    Adelson, E.2
  • 6
    • 1942421822 scopus 로고    scopus 로고
    • Gradient-based multiresolution image fusion
    • V. Petrovic, C. Xydeas, Gradient-based multiresolution image fusion, IEEE Trans. Image Process. 13 (2) (2004) 228-237.
    • (2004) IEEE Trans. Image Process. , vol.13 , Issue.2 , pp. 228-237
    • Petrovic, V.1    Xydeas, C.2
  • 7
    • 0028975378 scopus 로고
    • Multisensor image fusion using the wavelet transform
    • H. Li, B. Manjunath, S. Mitra, Multisensor image fusion using the wavelet transform, Graph. Models Image Process. 57 (3) (1995) 235-245.
    • (1995) Graph. Models Image Process. , vol.57 , Issue.3 , pp. 235-245
    • Li, H.1    Manjunath, B.2    Mitra, S.3
  • 8
    • 33846604533 scopus 로고    scopus 로고
    • Pixel- and region-based image fusion with complex wavelets
    • J. Lewis, R. OCallaghan, S. Nikolov, D. Bull, N. Canagarajah, Pixel- and region-based image fusion with complex wavelets, Inf. Fus. 8 (2) (2007) 119-130.
    • (2007) Inf. Fus. , vol.8 , Issue.2 , pp. 119-130
    • Lewis, J.1    OCallaghan, R.2    Nikolov, S.3    Bull, D.4    Canagarajah, N.5
  • 9
    • 33846636743 scopus 로고    scopus 로고
    • Remote sensing image fusion using the curvelet transform
    • F. Nencini, A. Garzelli, S. Baronti, L. Alparone, Remote sensing image fusion using the curvelet transform, Inf. Fus. 8 (2) (2007) 143-156.
    • (2007) Inf. Fus. , vol.8 , Issue.2 , pp. 143-156
    • Nencini, F.1    Garzelli, A.2    Baronti, S.3    Alparone, L.4
  • 10
    • 62749094298 scopus 로고    scopus 로고
    • Multifocus image fusion using the nonsubsampled contourlet transform
    • Q. Zhang, B. Guo, Multifocus image fusion using the nonsubsampled contourlet transform, Signal Process. 89 (7) (2009) 1334-1346.
    • (2009) Signal Process. , vol.89 , Issue.7 , pp. 1334-1346
    • Zhang, Q.1    Guo, B.2
  • 11
    • 58149235372 scopus 로고    scopus 로고
    • Image fusion algorithm based on spatial frequency-motivated pulse coupled neural networks in nonsubsampled contourlet transform domain
    • X. Qu, J. Yan, H. Xiao, Z. Zhu, Image fusion algorithm based on spatial frequency-motivated pulse coupled neural networks in nonsubsampled contourlet transform domain, Acta Automat. Sin. 34 (12) (2008) 1508-1514.
    • (2008) Acta Automat. Sin. , vol.34 , Issue.12 , pp. 1508-1514
    • Qu, X.1    Yan, J.2    Xiao, H.3    Zhu, Z.4
  • 12
    • 78650564982 scopus 로고    scopus 로고
    • Performance comparison of different multi-resolution transforms for image fusion
    • S. Li, B. Yang, J. Hu, Performance comparison of different multi-resolution transforms for image fusion, Inf. Fus. 12 (2) (2011) 74-84.
    • (2011) Inf. Fus. , vol.12 , Issue.2 , pp. 74-84
    • Li, S.1    Yang, B.2    Hu, J.3
  • 13
    • 84870239303 scopus 로고    scopus 로고
    • Multi-focus image fusion based on the neighbor distance
    • H. Zhao, Z. Shang, Y. Tang, B. Fang, Multi-focus image fusion based on the neighbor distance, Pattern Recogn. 46 (3) (2013) 1002-1011.
    • (2013) Pattern Recogn. , vol.46 , Issue.3 , pp. 1002-1011
    • Zhao, H.1    Shang, Z.2    Tang, Y.3    Fang, B.4
  • 14
    • 33846642006 scopus 로고    scopus 로고
    • Pixel-based and region-based image fusion schemes using ICA bases
    • N. Mitianoudis, T. Stathaki, Pixel-based and region-based image fusion schemes using ICA bases, Inf. Fus. 8 (2) (2007) 131-142.
    • (2007) Inf. Fus. , vol.8 , Issue.2 , pp. 131-142
    • Mitianoudis, N.1    Stathaki, T.2
  • 15
    • 77949422825 scopus 로고    scopus 로고
    • Multifocus image fusion and restoration with sparse representation
    • B. Yang, S. Li, Multifocus image fusion and restoration with sparse representation, IEEE Trans. Instrum. Measur. 59 (4) (2010) 884-892.
    • (2010) IEEE Trans. Instrum. Measur. , vol.59 , Issue.4 , pp. 884-892
    • Yang, B.1    Li, S.2
  • 16
    • 84860151722 scopus 로고    scopus 로고
    • Image fusion using higher order singular value decomposition
    • J. Liang, Y. He, D. Liu, X. Zeng, Image fusion using higher order singular value decomposition, IEEE Trans. Image Process. 21 (5) (2012) 2898-2909.
    • (2012) IEEE Trans. Image Process. , vol.21 , Issue.5 , pp. 2898-2909
    • Liang, J.1    He, Y.2    Liu, D.3    Zeng, X.4
  • 17
    • 84876106388 scopus 로고    scopus 로고
    • Multi-focus image fusion based on robust principal component analysis
    • T. Wan, C. Zhu, Z. Qin, Multi-focus image fusion based on robust principal component analysis, Pattern Recogn. Lett. 34 (9) (2013) 1001-1008.
    • (2013) Pattern Recogn. Lett. , vol.34 , Issue.9 , pp. 1001-1008
    • Wan, T.1    Zhu, C.2    Qin, Z.3
  • 18
    • 18044366169 scopus 로고    scopus 로고
    • Combination of images with diverse focuses using the spatial frequency
    • S. Li, J. Kwok, Y. Wang, Combination of images with diverse focuses using the spatial frequency, Inf. Fus. 2 (3) (2001) 169-176.
    • (2001) Inf. Fus. , vol.2 , Issue.3 , pp. 169-176
    • Li, S.1    Kwok, J.2    Wang, Y.3
  • 19
    • 77957833232 scopus 로고    scopus 로고
    • Fusion of multi-focus images using differential evolution algorithm
    • V. Aslantas, R. Kurban, Fusion of multi-focus images using differential evolution algorithm, Expert Syst. Appl. 37 (12) (2010) 8861-8870.
    • (2010) Expert Syst. Appl. , vol.37 , Issue.12 , pp. 8861-8870
    • Aslantas, V.1    Kurban, R.2
  • 20
    • 33749677854 scopus 로고    scopus 로고
    • A region-based multi-sensor image fusion scheme using pulse-coupled neural network
    • M. Li, W. Cai, Z. Tan, A region-based multi-sensor image fusion scheme using pulse-coupled neural network, Pattern Recogn. Lett. 27 (16) (2006) 1948-1956.
    • (2006) Pattern Recogn. Lett. , vol.27 , Issue.16 , pp. 1948-1956
    • Li, M.1    Cai, W.2    Tan, Z.3
  • 21
    • 42249086780 scopus 로고    scopus 로고
    • Multifocus image fusion using region segmentation and spatial frequency
    • S. Li, B. Yang, Multifocus image fusion using region segmentation and spatial frequency, Image Vis. Comput. 26 (7) (2008) 971-979.
    • (2008) Image Vis. Comput. , vol.26 , Issue.7 , pp. 971-979
    • Li, S.1    Yang, B.2
  • 22
    • 33845507101 scopus 로고    scopus 로고
    • Evaluation of focus measures in multi-focus image fusion
    • W. Huang, Z. Jing, Evaluation of focus measures in multi-focus image fusion, Pattern Recogn. Lett. 28 (4) (2007) 493-500.
    • (2007) Pattern Recogn. Lett. , vol.28 , Issue.4 , pp. 493-500
    • Huang, W.1    Jing, Z.2
  • 23
    • 84878308650 scopus 로고    scopus 로고
    • Image matting for fusion of multi-focus images in dynamic scenes
    • S. Li, X. Kang, J. Hu, B. Yang, Image matting for fusion of multi-focus images in dynamic scenes, Inf. Fus. 14 (2) (2013) 147-162.
    • (2013) Inf. Fus. , vol.14 , Issue.2 , pp. 147-162
    • Li, S.1    Kang, X.2    Hu, J.3    Yang, B.4
  • 24
    • 84878331557 scopus 로고    scopus 로고
    • Image fusion with guided filtering
    • S. Li, X. Kang, J. Hu, Image fusion with guided filtering, IEEE Trans. Image Process. 22 (7) (2013) 2864-2875.
    • (2013) IEEE Trans. Image Process. , vol.22 , Issue.7 , pp. 2864-2875
    • Li, S.1    Kang, X.2    Hu, J.3
  • 25
    • 0001219231 scopus 로고
    • Feature linking via synchronization among distributed assemblies: Simulation of results from cat cortex
    • R. Eckhorn, H. Reitboeck, M. Arndt, P. Dicke, Feature linking via synchronization among distributed assemblies: simulation of results from cat cortex, Neural Comput. 2 (3) (1990) 293-307.
    • (1990) Neural Comput. , vol.2 , Issue.3 , pp. 293-307
    • Eckhorn, R.1    Reitboeck, H.2    Arndt, M.3    Dicke, P.4
  • 26
    • 0032667739 scopus 로고    scopus 로고
    • Physiologically motivated image fusion for object detection using a pulse coupled neural network
    • R. Broussard, S. Rogers, M. Oxley, G. Tarr, Physiologically motivated image fusion for object detection using a pulse coupled neural network, IEEE Trans. Neural Networks 10 (3) (1999) 554-563.
    • (1999) IEEE Trans. Neural Networks , vol.10 , Issue.3 , pp. 554-563
    • Broussard, R.1    Rogers, S.2    Oxley, M.3    Tarr, G.4
  • 27
    • 34147143486 scopus 로고    scopus 로고
    • Multi-focus image fusion using pulse coupled neural network
    • W. Huang, Z. Jing, Multi-focus image fusion using pulse coupled neural network, Pattern Recogn. Lett. 28 (9) (2007) 1123-1132.
    • (2007) Pattern Recogn. Lett. , vol.28 , Issue.9 , pp. 1123-1132
    • Huang, W.1    Jing, Z.2
  • 28
    • 3042535216 scopus 로고    scopus 로고
    • Distinctive image features from scale-invariant keypoints
    • D. Lowe, Distinctive image features from scale-invariant keypoints, Int. J. Comput. Vis. 60 (2) (2004) 91-110.
    • (2004) Int. J. Comput. Vis. , vol.60 , Issue.2 , pp. 91-110
    • Lowe, D.1
  • 30
    • 79953049203 scopus 로고    scopus 로고
    • Sift flow: Dense correspondence across scenes and its applications
    • C. Liu, J. Yuen, A. Torralba, Sift flow: dense correspondence across scenes and its applications, IEEE Trans. Pattern Anal. Mach. Intell. 33 (5) (2011) 978-994.
    • (2011) IEEE Trans. Pattern Anal. Mach. Intell. , vol.33 , Issue.5 , pp. 978-994
    • Liu, C.1    Yuen, J.2    Torralba, A.3
  • 33
    • 0029530359 scopus 로고
    • Image quality measures and their performance
    • A. Eskicioglu, P.S. Fisher, Image quality measures and their performance, IEEE Trans. Commun. 43 (12) (1995) 2959-2965.
    • (1995) IEEE Trans. Commun. , vol.43 , Issue.12 , pp. 2959-2965
    • Eskicioglu, A.1    Fisher, P.S.2
  • 35
    • 84908444405 scopus 로고    scopus 로고
    • Mathworks, 2013. 〈http://www.mathworks.cn/matlabcentral/〉.
    • (2013)
  • 36
    • 84908444404 scopus 로고    scopus 로고
    • X. Qu, 2012. 〈http://www.quxiaobo.org/index.html〉.
    • (2012)
    • Qu, X.1
  • 37
    • 84908444403 scopus 로고    scopus 로고
    • X. Kang, 2013. 〈http://xudongkang.weebly.com/index.html〉.
    • (2013)
    • Kang, X.1
  • 38
    • 81855191848 scopus 로고    scopus 로고
    • Objective assessment of multiresolution image fusion algorithms for context enhancement in night vision: A comparative study
    • Z. Liu, E. Blasch, Z. Xue, J. Zhao, R. Laganiere, W. Wu, Objective assessment of multiresolution image fusion algorithms for context enhancement in night vision: a comparative study, IEEE Trans. Pattern Anal. Mach. Intell. 34 (1) (2012) 94-109.
    • (2012) IEEE Trans. Pattern Anal. Mach. Intell. , vol.34 , Issue.1 , pp. 94-109
    • Liu, Z.1    Blasch, E.2    Xue, Z.3    Zhao, J.4    Laganiere, R.5    Wu, W.6
  • 39
    • 50849121419 scopus 로고    scopus 로고
    • Comments on information measure for performance of image fusion
    • M. Hossny, S. Nahavandi, D. Creighton, Comments on information measure for performance of image fusion, Electron. Lett. 44 (18) (2008) 1066-1067.
    • (2008) Electron. Lett. , vol.44 , Issue.18 , pp. 1066-1067
    • Hossny, M.1    Nahavandi, S.2    Creighton, D.3
  • 40
    • 0037187687 scopus 로고    scopus 로고
    • Information measure for performance of image fusion
    • G. Qu, D. Zhang, P. Yan, Information measure for performance of image fusion, Electron. Lett. 38 (7) (2002) 313-315.
    • (2002) Electron. Lett. , vol.38 , Issue.7 , pp. 313-315
    • Qu, G.1    Zhang, D.2    Yan, P.3
  • 41
    • 12244308530 scopus 로고    scopus 로고
    • A nonlinear correlation measure for multivariable data set
    • Q. Wang, Y. Shen, A nonlinear correlation measure for multivariable data set, Phys. D: Nonlinear Phenom. 200 (3) (2005) 287-295.
    • (2005) Phys. D: Nonlinear Phenom. , vol.200 , Issue.3 , pp. 287-295
    • Wang, Q.1    Shen, Y.2
  • 42
    • 0033908184 scopus 로고    scopus 로고
    • Objective image fusion performance measure
    • C.S. Xydeas, V.S. Petrovic, Objective image fusion performance measure, Electron. Lett. 36 (4) (2000) 308-309.
    • (2000) Electron. Lett. , vol.36 , Issue.4 , pp. 308-309
    • Xydeas, C.S.1    Petrovic, V.S.2
  • 43
    • 63849287542 scopus 로고    scopus 로고
    • Performance assessment of combinative pixel-level image fusion based on an absolute feature measurement
    • J. Zhao, R. Laganiere, Z. Liu, Performance assessment of combinative pixel-level image fusion based on an absolute feature measurement, Int. J. Innovat. Comput. Inf. Control 6 (A3) (2007) 1433-1447.
    • (2007) Int. J. Innovat. Comput. Inf. Control , vol.6 , Issue.A3 , pp. 1433-1447
    • Zhao, J.1    Laganiere, R.2    Liu, Z.3
  • 44
    • 39749119883 scopus 로고    scopus 로고
    • A novel similarity based quality metric for image fusion
    • C. Yang, J. Zhang, X. Wang, X. Liu, A novel similarity based quality metric for image fusion, Inf. Fus. 9 (2) (2008) 156-160.
    • (2008) Inf. Fus. , vol.9 , Issue.2 , pp. 156-160
    • Yang, C.1    Zhang, J.2    Wang, X.3    Liu, X.4
  • 45
    • 1942436689 scopus 로고    scopus 로고
    • Image quality assessment: From error visibility to structural similarity
    • Z. Wang, A. Bovik, H. Sheikh, E. Simoncelli, Image quality assessment: from error visibility to structural similarity, IEEE Trans. Image Process. 13 (4) (2004) 600-612.
    • (2004) IEEE Trans. Image Process. , vol.13 , Issue.4 , pp. 600-612
    • Wang, Z.1    Bovik, A.2    Sheikh, H.3    Simoncelli, E.4
  • 47
    • 63649094848 scopus 로고    scopus 로고
    • A new automated quality assessment algorithm for image fusion
    • Y. Chen, R. Blum, A new automated quality assessment algorithm for image fusion, Image Vis. Comput. 27 (10) (2009) 1421-1432.
    • (2009) Image Vis. Comput. , vol.27 , Issue.10 , pp. 1421-1432
    • Chen, Y.1    Blum, R.2
  • 48
    • 84908444402 scopus 로고    scopus 로고
    • http://www.wetcanvas.com/ArtSchool/Hagan/depthofield.htm, 1999.
    • (1999)
  • 49
    • 84908444401 scopus 로고    scopus 로고
    • http://www.ucassdl.cn/resource.asp, 2009.
    • (2009)
  • 50
    • 0032640298 scopus 로고    scopus 로고
    • A categorization of multiscale-decomposition-based image fusion schemes with a performance study for a digital camera application
    • Z. Zhang, R. Blum, A categorization of multiscale-decomposition-based image fusion schemes with a performance study for a digital camera application, Proc. IEEE 87 (8) (1999) 1315-1326.
    • (1999) Proc. IEEE , vol.87 , Issue.8 , pp. 1315-1326
    • Zhang, Z.1    Blum, R.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.