Local Binary Patterns for Still Images
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چکیده
The local binary pattern operator is an image operator which transforms an image into an array or image of integer labels describing small-scale appearance of the image. These labels or their statistics, most commonly the histogram, are then used for further image analysis. The most widely used versions of the operator are designed for monochrome still images but it has been extended also for color (multi channel) images as well as videos and volumetric data. This chapter covers the different versions of the actual LBP operator in spatial domain [42, 45, 53], while Chap. 3 deals with spatiotemporal LBP [88]. Parts II to IV of this book discuss how the labels are then used in different computer vision tasks.
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