15 / 726 , 374
(2019)
AUTOMATED SYSTEM AND METHOD OF RETAINING IMAGES BASED ON A USER'S FEEDBACK ON IMAGE QUALITY.
US 2019 / 0108627 A1.
Abstract
An automated system and method for retaining images in a
smart phone are disclosed . The system may then determine
a no - reference quality score of the image using a PIQUE
module . The PIQUE module utilizes block level features of the image to determine the no - reference quality score . The system may present the image and the no - reference quality score to the user and accept a feedback towards quality of the image .The system may utilize a supervised learning model for continually learning a user ' s perception of quality of the image , the no -reference quality score determined by the PIQUE module , and the user feedback . Based on the learning , the supervised learning model may adapt the no - reference quality score and successively the image may either be retained or isolated for deletion , based on the
adapted quality score and a predefined threshold range
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