公开(公告)号：US20230206700A1

公开(公告)日：2023-06-29

申请号：US17876145

申请日：2022-07-28

Applicant: ELM

Inventor： Arshad Ali KHAN ,  Syed Adnan YUSUF

IPC: G06V40/40 ,  G06V40/20 ,  G06V40/16 ,  G06V10/774 ,  G06V40/18 ,  G06V10/82

CPC classification number: G06V40/45 ,  G06V40/20 ,  G06V40/171 ,  G06V40/172 ,  G06V40/165 ,  G06V10/774 ,  G06V40/193 ,  G06V10/82

Abstract: A method, system, and computer readable medium are described to capture, detect, and recognize faces using machine learning and a single-stage face detector. A method to determine live faces from spoof 2D and spoof 3D images using a liveness score as well as a method to classify faces using machine learning deep convolutional neural networks is also described.

公开(公告)号：US20230267750A1

公开(公告)日：2023-08-24

申请号：US17835404

申请日：2022-06-08

Applicant: ELM

Inventor： Thariq Khalid KADAVIL ,  Mohammed Yahya HAKAMI ,  Syed Adnan YUSUF ,  Riad SOUISSI ,  Syed Salman ALAM

IPC: G06V20/58 ,  G06V10/778 ,  G06V10/82

CPC classification number: G06V20/586 ,  G06V10/7784 ,  G06V20/584 ,  G06V10/82

Abstract: An Edge encapsulated method and system for real-time detection of a double parking vehicle blocking parked vehicles by capturing images using a mounted monocular camera then processing using two Semi-Supervised Object Detection (sSOD) stages, that is trained with partly labeled and mostly unlabeled data to optimize the model parameters for the detection problem, gathered by capturing video from moving vehicle passing through multiple different vehicle types and parking systems with unconfined location.