Echocardiogram view classification with appearance and spatial distributions
References
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14,708 citations
"Echocardiogram view classification ..." refers methods in this paper
...In our approach, local affine-invariant SIFT features [7] are used to generate classification model for PLAX and SAX ultrasound images....
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8,736 citations
"Echocardiogram view classification ..." refers background or methods in this paper
...In past, methods that capture statistical distributions of the discriminative features and generalize the across variations in a given class, had shown significant performance in visual categorization [5] [6]....
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...On the other hand, the Spatial Pyramid Histogram of Words (SPHOW) model captures the spatial arrangement of features and considers their absolute location in image[6]....
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5,046 citations
"Echocardiogram view classification ..." refers methods in this paper
...In past, methods that capture statistical distributions of the discriminative features and generalize the across variations in a given class, had shown significant performance in visual categorization [5] [6]....
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...One of the widely used categorization model is the bag of visual words [5]....
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1,956 citations
"Echocardiogram view classification ..." refers background in this paper
...al [8] proposed the color correlogram for image indexing....
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