Systems, methods, and computer program products for searching and sorting images by aesthetic quality

摘要

A system, method, and computer program product for assigning an aesthetic score to an image. A method of the present invention includes receiving an image comprising a set of global features. The method includes extracting a set of global features for the image. The method further includes encoding the extracted set of global features into a high-dimensional feature vector. The method further includes reducing the dimension of the high-dimensional feature vector. The method further includes applying a machine-learned model to assign an aesthetic score to the image, wherein a more aesthetically-pleasing image is given a higher aesthetic score and a less aesthetically-pleasing image is given a lower aesthetic score.