Samsung electronics co., ltd. (20240221208). METHOD AND APPARATUS WITH HEAT MAP-BASED POSE ESTIMATION simplified abstract
Contents
METHOD AND APPARATUS WITH HEAT MAP-BASED POSE ESTIMATION
Organization Name
Inventor(s)
Hyeongseok Son of Suwon-si (KR)
METHOD AND APPARATUS WITH HEAT MAP-BASED POSE ESTIMATION - A simplified explanation of the abstract
This abstract first appeared for US patent application 20240221208 titled 'METHOD AND APPARATUS WITH HEAT MAP-BASED POSE ESTIMATION
The processor-implemented method described in the abstract involves pose estimation using heat maps to identify objects and joints in an image.
- Receiving an image and queries for object and joint identification.
- Generating heat maps for objects and joints based on the image and queries.
- Estimating joint information for multiple objects by combining the heat maps.
Potential Applications: - This technology can be used in computer vision systems for various applications such as robotics, surveillance, and augmented reality. - It can also be applied in sports analytics for tracking player movements and analyzing techniques.
Problems Solved: - This technology addresses the challenge of accurately identifying objects and joints in images, which is crucial for many computer vision tasks. - It streamlines the process of pose estimation, making it more efficient and accurate.
Benefits: - Improved accuracy in object and joint identification. - Enhanced performance of computer vision systems. - Increased efficiency in pose estimation tasks.
Commercial Applications: Title: Advanced Pose Estimation Technology for Computer Vision Systems This technology can be commercially utilized in industries such as: - Robotics for automation and navigation systems. - Security and surveillance for tracking and monitoring purposes. - Entertainment and gaming for interactive experiences.
Questions about Pose Estimation Technology: 1. How does this technology improve the accuracy of pose estimation compared to traditional methods? 2. What are the potential limitations of using heat maps for object and joint identification in computer vision systems?
Frequently Updated Research: Stay updated on advancements in computer vision technology, particularly in the field of pose estimation and object recognition. Keep an eye on research publications and conferences for the latest developments in this area.
Original Abstract Submitted
a processor-implemented method with pose estimation includes: receiving an image, instance queries for object identification, and joint queries for joint identification; generating first heat maps associated with objects and second heat maps associated with joints in parallel based on the image, the instance queries, and the joint queries; and estimating respective joint information of a plurality of objects included in the image by combining the first heat maps and the second heat maps.
