公开(公告)号：US11869118B2

公开(公告)日：2024-01-09

申请号：US17588024

申请日：2022-01-28

Applicant: Samsung Electronics Co., Ltd.

Inventor： Pavan Chennagiri ,  John Seokjun Lee ,  Hamid R. Sheikh

IPC: G06T11/00 ,  G06T19/20 ,  G06T7/90 ,  G06T5/00 ,  G06N20/00 ,  G06T17/00

CPC classification number: G06T11/001 ,  G06N20/00 ,  G06T5/002 ,  G06T7/90 ,  G06T17/00 ,  G06T19/20 ,  G06T2207/10012 ,  G06T2207/10024 ,  G06T2207/20081 ,  G06T2219/2012

Abstract: An apparatus includes at least one memory configured to store an AI network and at least one processor. The at least one processor is configured to generate a dead leaves model. The at least one processor is also configured to capture a ground truth frame from the dead leaves. The at least one processor is further configured to apply a mathematical noise model to the ground truth frame to produce a noisy frame. In addition, the at least one processor is configured to train the AI network using the ground truth frame and the noisy frame.

公开(公告)号：US20230091909A1

公开(公告)日：2023-03-23

申请号：US17588024

申请日：2022-01-28

Applicant: Samsung Electronics Co., Ltd.

Inventor： Pavan Chennagiri ,  John Seokjun Lee ,  Hamid R. Sheikh

IPC: G06T11/00 ,  G06T19/20 ,  G06T7/90 ,  G06T5/00 ,  G06T17/00 ,  G06N20/00

Abstract: An apparatus includes at least one memory configured to store an AI network and at least one processor. The at least one processor is configured to generate a dead leaves model. The at least one processor is also configured to capture a ground truth frame from the dead leaves. The at least one processor is further configured to apply a mathematical noise model to the ground truth frame to produce a noisy frame. In addition, the at least one processor is configured to train the AI network using the ground truth frame and the noisy frame.