System for Beauty, Cosmetic, and Fashion Analysis
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Abstract
A system and method are provided to detect, analyze and digitally remove makeup from an image of a face. An autoencoder-based framework is provided to extract attractiveness-aware features to perform an assessment of facial beauty.
5 Citations
58 Claims
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1-48. -48. (canceled)
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49. A system for providing an assessment of facial attractiveness, comprising:
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one or more processors and memory, including a first auto-encoder trained with one or more visual descriptors of a first set of faces and a second auto-encoder trained with one or more visual descriptors of a second set of faces, the first set of faces being associated with a level of attractiveness that is higher than a level of attractiveness associated with the second set of faces; machine-readable instruction stored in the memory, that upon execution by the one or more processors cause the system to carry out operations comprising; receiving from an input device an input image of a human face; extracting features from the input image of the human face, inputting the features to the first autoencoder and to the second autoencoder; determining a first output from the first autoencoder and a second output from the second autoencoder; determining a difference between the first output and the second output, the difference comprising a value representative of attractiveness of the human face; and outputting the value representative of attractiveness to an output device. - View Dependent Claims (50, 51, 52, 53)
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54. A method for providing an assessment of facial attractiveness, comprising:
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providing a first auto-encoder trained with one or more visual descriptors of a first set of faces and a second auto-encoder trained with one or more visual descriptors of a second set of faces, the first set of faces being associated with a level of attractiveness that is higher than a level of attractiveness associated with the second set of faces, wherein the first auto-encoder and the second auto-encoder are executed on one or more computer processors; receiving from an input device an input image of a human face; extracting features from the input image of the human face, inputting the features to the first autoencoder and to the second autoencoder; determining a first output from the first autoencoder and a second output from the second autoencoder; determining a difference between the first output and the second output, the difference comprising a value representative of attractiveness of the human face; and outputting the value representative of attractiveness to an output device. - View Dependent Claims (55, 56, 57, 58)
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Specification