INTELLIGENT DETERMINATION OF AESTHETIC PREFERENCES BASED ON USER HISTORY AND PROPERTIES

摘要

Techniques for selecting a digital image are disclosed. The techniques may include receiving a first set of digital images, analyzing the first set of digital images to extract first image features from each of the first set of digital images, accessing a user profile, comparing the extracted first image features to a preset list of image features, ranking each digital image of the first set, selecting each digital image having a ranking that exceeds a threshold, assigning a category to each selected digital image based on a comparison of each selected digital image to a category database of digital image categories, displaying each selected digital image with the assigned category, receiving an input from the user in response to the displaying, updating the user profile and the category database based on the input, and selecting at least one subsequent digital image based on the updated user profile and category database.

主权项

1. A system for selecting a digital image, the system comprising:
a receiving unit that receives a first set of digital images; an image processor that analyzes the first set of digital images to extract first image features from each of the first set of digital images; a user profile access unit that accesses a user profile stored in a memory, wherein the user profile comprises a preset list of image features corresponding to a second set of digital images previously selected by a user; an image comparing unit that compares the extracted first image features to the preset list of image features; an image ranking unit that ranks each digital image of the first set based on the comparison; a selecting unit that selects each digital image from the first set having a ranking that exceeds a threshold; an assigning unit that assigns a category to each selected digital image based on a comparison of each selected digital image to a prestored category database of digital image categories; a display device that displays each selected digital image with the assigned category; an input receiving unit that receives an input from the user in response to the displaying of each selected digital image and the assigned category; and an updating unit that updates the user profile and the category database in accordance with the input, wherein the selecting unit further selects at least one subsequent digital image from a third set of digital images based on the updated user profile and category database.