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During the long history of computer vision, one of the grand challenges has been semantic segmentation which is the ability to segment an unknown image into different parts and objects (e.g., beach, ocean, sun, dog, swimmer). Furthermore, segmentation is even deeper than object recognition...
Face analysis is an emerging area in biometric research. This paper proposed the robust local descriptor using deep learning for face analysis. Recently the researchers used the adaptive filter approach to enhance the image instead of using the static filter approach. Deep learning helps to...
While dealing with multi-modal data such as pairs of images and text, though individual samples may demonstrate inherent heterogeneity in their content, they are usually coupled with each other based on some higher-level concepts such as their categories. This shared information can be useful in...
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