Mutual-information-based registration of medical images: a survey
Citations
3,444 citations
Cites background from "Mutual-information-based registrati..."
...tion (MI) [26], [44]–[46], and normalized mutual information...
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3,125 citations
1,434 citations
Cites background from "Mutual-information-based registrati..."
...For a survey on MI-based registration methods, the interested reader is referred to [259]....
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1,302 citations
1,053 citations
Cites background from "Mutual-information-based registrati..."
...(2018a) LPIPS Learned perceptual image patch similarity M16 Pluim et al. (2003) Mutual information Commonly used in cross modality registration in evaluating the alignment of two images...
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...D39 Prentasic et al. (2013) DRiDB Diabetic Retinopathy Detection Eye Fundus Imaging D40 Kälviäinen and Uusitalo (2007) DIARETDB1 Diabetic Retinopathy Detection Eye Fundus Imaging...
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References
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"Mutual-information-based registrati..." refers background in this paper
...In addition, the classesimage dimensionalityand number of imagesare defined....
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...To conclude, we present a list of papers that we did not consider true comparison studies, but that do contain comparisons between mutual information and other measures [12], [29], [44], [46], [51]–[53], [64], [69], [89], [91], [93], [95], [102], [103], [107], [127], [128], [130], [152], [156]....
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...the degrees of freedom of the rigid transformation with a scaling factor for each image dimension [25], [32], [58], [105], [106] and, additionally, a shearing in each dimension [13], [28], [38], [99], [107], [108]....
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...[46] P. M. Hayton, M. Brady, S. M. Smith, and N. Moore, “A non-rigid registration algorithm for dynamic breast MR images,”Artif....
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...[14], [24], [26]–[30], [32], [35]–[37], [41]–[44], [47], [49]–[53], [57], [64], [67], [69]–[71], [76], [80], [84], [86], [88], [92]–[94], [97]–[101], [104], [107] [108], [111], [115]–[117] [123], [125], [126], [135], [136], [140]–[142], [150], [160], [162]....
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...Jenkinson and Smith [107] propose an optimization routine that extends Powell’s method with initialization and a multistart technique....
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5,490 citations
"Mutual-information-based registrati..." refers background in this paper
...apply to the deformation grid of curved registration methods [29], [30], [36], [37], [46], [60], [64], [65], [72], [74]–[76], [82], [94], [121], [122], [125]....
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...MR: Registration of MR images has been described in many publications [21], [51], [52], [149], often for curved transformations [26], [27], [29], [36], [37], [46], [62], [64], [72], [74], [77], [80], [94], [111], [114], [117], [120], [121], [123], [124]....
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...Methods that do require function derivatives (whether mathematically derived or numerically estimated) are gradient ascent [36], [37], [45], [72]–[74], [99], [100], [121], [127], [140]–[142], quasi-Newton methods [122], [141] and the...
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...[47], [51], [52], [57], [58], [66], [72], [74], [77], [88], [91], [101], [106], [107], [112], [116], [120], [121], [125], [126], [134]–[136]....
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...for various imaging modalities, in particular, MR [46], [62], [74], [77], [114], [149], X-ray [95] and ultrasound [39], [113]....
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