发明名称 TRAINING IMAGE ADJUSTMENT PREFERENCES
摘要 Some embodiments include a method of operating a computing device to learn user preferences of how to process digital images. The method can include: aggregating a user image selection and a context attribute associated therewith into a preference training database for a user, wherein the user image selection represents a record of the user's preference over at least one of adjusted versions of a base image when the adjusted versions are separately processed by different visual effects; determining a visual effect preference associated based on machine learning or statistical analysis of user image selections in the preference training database, the user image selections representing experimental records corresponding to the visual effects; updating a photo preference profile with the visual effect preference; and providing the photo preference profile to an image processor to adjust subsequently captured photographs provided to the image processor.
申请公布号 US2016104057(A1) 申请公布日期 2016.04.14
申请号 US201414511597 申请日期 2014.10.10
申请人 Facebook, Inc. 发明人 Shen Shizhe;Maguire Yael;Kowalewski Damian;Passichenko Viktor Vladimirovich
分类号 G06K9/62;G06K9/66 主分类号 G06K9/62
代理机构 代理人
主权项 1. A computer-implemented method comprising: aggregating, by a computing device, a first user image selection and a context attribute associated with the user image selection into a preference training database for a user, wherein the first user image selection represents a record of how the user has preferred over at least one of adjusted versions of a base image when the adjusted versions are separately processed by visual effects that are different; determining, by the computing device, a visual effect preference associated with the user based on machine learning or statistical analysis of user image selections in the preference training database, wherein the user image selections represent experimental records corresponding to the visual effects, wherein the visual effect preference is an image processing rule that is particular to the context attribute, and wherein the image processing rule specifies a visual effect process to execute when a digital image is determined to be associated with the context attribute; updating, by the computing device, a photo preference profile with the visual effect preference; and providing, by the computing device, the photo preference profile to an image processor to adjust subsequently captured photographs provided to the image processor.
地址 Menlo Park CA US