Method and apparatus with rf signal-based multi-person pose estimation
AssigneeResearch & Business Foundation Sungkyunkwan University
InventorYu Sung Kim
Life of this patent
Estimating the term…
Abstract
A processor-implemented method including identifying, from received Radio Frequency (RF) signals, a signal feature map, the signal feature map containing information calculated to detect a presence of a person, identifying, from the received RF signals, visual clues according to association information between first information based on a result of image-based Multi-Person Pose Estimation (MPPE) learning and second information based on a result of RF signal-based Multi-Person Pose Estimation (MPPE) learning, detecting one or more persons by utilizing the signal feature map and the visual clues, and detecting one or more poses of the one more persons based on the signal feature map and the visual clues.
Claims6
A processor-implemented method, the method comprising:
- identifying, from received Radio Frequency (RF) signals, a signal feature map, the signal feature map containing information calculated to detect a presence of a person;
- identifying, from the received RF signals, visual clues according to association information between first information based on a result of image-based Multi-Person Pose Estimation (MPPE) learning and second information based on a result of RF signal-based Multi-Person Pose Estimation (MPPE) learning;
- detecting one or more persons by utilizing the signal feature map and the visual clues;
- and
- detecting one or more poses of the one more persons based on the signal feature map and the visual clues.
An electronic apparatus, the apparatus comprising:
- one or more processors configured to execute instructions;
- and
- a memory storing the instructions, wherein execution of the instructions configures the one or more processors to:
- identify a signal feature map on a basis of received RF signals, the signal feature map containing information calculated to detect a pose of one or more persons;
- identify, from the received RF signals, visual clues according to association information between first information based on a result of image-based Multi-Person Pose Estimation (MPPE) learning and second information based on a result of RF signal-based Multi-Person Pose Estimation (MPPE) learning;
- and
- estimate poses of one or more detected persons by utilizing the signal feature map and the visual clues.
Dependencies are inferred from the claim text.