公开(公告)号：US11676372B2

公开(公告)日：2023-06-13

申请号：US17206849

申请日：2021-03-19

Applicant: KOREA INSTITUTE OF SCIENCE AND TECHNOLOGY

Inventor： Sang Chul Ahn ,  Junseok Kang

IPC: G06K9/62 ,  G06V10/94 ,  G06V10/25 ,  G06F18/22 ,  G06F18/214 ,  G06F18/2113 ,  G06F18/2413 ,  G06V10/44 ,  G06V10/774 ,  G06F18/213

CPC classification number: G06V10/94 ,  G06F18/214 ,  G06F18/2113 ,  G06F18/22 ,  G06F18/2413 ,  G06V10/25 ,  G06V10/443 ,  G06V10/774 ,  G06F18/213

Abstract: The present disclosure relates to an object detection and classification system with higher accuracy and resolution in a less computer memory environment. The system comprises an input value generation unit to receive an input image and generate an input value including feature information; a memory value generation unit to receive a reference image and generate a memory value including feature information; a memory management unit to select information having high importance from the memory values and store in a computer memory; an aggregated value generation unit to compute similarity between the input value and the memory value, calculate a weighted sum to generate an integrated value, and aggregate the integrated value and the input value; and an object detection unit to detect or classify the object from the input image using the aggregated value.