US 11,727,051 B2
Personalized image recommendations for areas of interest
Mansi Nagpal, Haryana (IN); Shreya Mahapatra, Chhattisgarh (IN); and Sukhmeet Singh, Uttar Pradesh (IN)
Assigned to Adobe Inc., San Jose, CA (US)
Filed by Adobe Inc., San Jose, CA (US)
Filed on Nov. 19, 2020, as Appl. No. 16/952,682.
Prior Publication US 2022/0156312 A1, May 19, 2022
Int. Cl. G06F 16/583 (2019.01); G06F 16/58 (2019.01); G06F 40/30 (2020.01); G06F 16/2457 (2019.01); G06V 30/194 (2022.01); G06F 18/22 (2023.01); G06F 16/535 (2019.01); G06F 16/9535 (2019.01); G06V 10/46 (2022.01); G06F 40/284 (2020.01); G06F 16/906 (2019.01)
CPC G06F 16/583 (2019.01) [G06F 16/24578 (2019.01); G06F 16/535 (2019.01); G06F 16/5866 (2019.01); G06F 16/9535 (2019.01); G06F 18/22 (2023.01); G06F 40/30 (2020.01); G06V 10/464 (2022.01); G06V 30/194 (2022.01); G06F 16/906 (2019.01); G06F 40/284 (2020.01)] 20 Claims
OG exemplary drawing
 
1. A method in which one or more processing devices perform operations comprising:
receiving a search query comprising a keyword, wherein the search query is associated with a user profile;
generating a recommendation matrix comprising a set of images based on (a) an area of interest determined from the search query and the user profile and (b) content tags associated with the images;
calculating a recommendation score for a candidate image included in the recommendation matrix, wherein the recommendation score comprises a weighted average of row vectors of the recommendation matrix;
including the candidate image in a search result for the search query based on the recommendation score; and
generating, for display, the search result with the candidate image.