公开(公告)号：US20230015295A1

公开(公告)日：2023-01-19

申请号：US17550825

申请日：2021-12-14

Applicant: Electronics and Telecommunications Research Institute

Inventor： Ki-Min YUN ,  Jin-Young MOON ,  Jong-Won CHOI ,  Joung-Su YOUN ,  Seok-Jun CHOI ,  Woo-Seok HYUNG

IPC: G06V10/764 ,  G06V20/40 ,  G06V10/762

Abstract: Disclosed herein are an object recognition apparatus and method based on environment matching. The object recognition apparatus includes memory for storing at least one program, and a processor for executing the program, wherein the program performs extracting at least one key frame from a video that is input in real time, determining a similarity between the key frame extracted from the input video and each of videos used as training data of prestored multiple recognition models, based on a pretrained similarity-matching network, and selecting a recognition model pretrained with a video having a maximal similarity to the key frame extracted from the input video, preprocessing the input video such that at least one of color and size of a video used as training data of an initial model is similar to that of the input video, and recognizing the preprocessed video based on the initial model.