公开(公告)号：US11954145B2

公开(公告)日：2024-04-09

申请号：US17354786

申请日：2021-06-22

Applicant: HUAWEI TECHNOLOGIES CO., LTD.

Inventor： Varshanth Ravindra Rao ,  Md Ibrahim Khalil ,  Peng Dai ,  Juwei Lu

IPC: G06F16/53 ,  G06F16/51 ,  G06F16/55 ,  G06F16/583 ,  G06V10/74

CPC classification number: G06F16/55 ,  G06F16/51 ,  G06F16/53 ,  G06F16/583 ,  G06V10/74

Abstract: Methods, systems, and media for image searching are described. Images comprising one query image and a plurality of candidate images are received. For each candidate image, a first model similarity measure from an output of a first model configured for scene classification to perceive scenes in the images is determined. Further, for each candidate image of the plurality of candidate images, a second model similarity measure from the output of a second model configured for attribute classification to perceive attributes in the images is determined. For each candidate image of the plurality of candidate images, a similarity agglomerate index of a weighted aggregate of the first model similarity measure and the second model similarity measure is computed. The plurality of candidate images based on the respective similarity agglomerate index of each candidate image are ranked and a first ranked candidate images corresponding to the searched images are generated.