18238321. DATA PROCESSING METHOD AND APPARATUS, AND DEVICE AND MEDIUM simplified abstract (Tencent Technology (Shenzhen) Company Limited)
DATA PROCESSING METHOD AND APPARATUS, AND DEVICE AND MEDIUM
Organization Name
Tencent Technology (Shenzhen) Company Limited
Inventor(s)
DATA PROCESSING METHOD AND APPARATUS, AND DEVICE AND MEDIUM - A simplified explanation of the abstract
This abstract first appeared for US patent application 18238321 titled 'DATA PROCESSING METHOD AND APPARATUS, AND DEVICE AND MEDIUM
Simplified Explanation
The patent application describes a method, apparatus, device, and computer-readable medium for data processing in fields like artificial intelligence and assisted driving.
- The technology involves acquiring object pose detection results and part pose detection results from an image frame.
- Some object parts may be missing from the object pose detection results.
- Interpolation processing is performed on the missing object parts using the part pose detection results and a standard pose associated with the object.
- This interpolation process helps obtain a global pose that corresponds to the object.
- The global pose can be used to control a computer and enable a service function related to the global pose.
Potential Applications
This technology has potential applications in various fields, including:
- Artificial intelligence: It can be used in object recognition and pose estimation tasks, improving the accuracy and completeness of the results.
- Assisted driving: The technology can aid in detecting and tracking objects, enhancing the safety and efficiency of autonomous vehicles.
- Robotics: It can be utilized in robot perception systems, allowing robots to better understand and interact with their environment.
Problems Solved
The technology addresses several problems in data processing:
- Incomplete object pose detection: By interpolating missing object parts, the technology improves the completeness of object pose detection results.
- Limited accuracy: The interpolation process helps enhance the accuracy of the global pose estimation by incorporating part pose detection results.
- Service function realization: The global pose obtained through this method enables the computer to perform specific service functions related to the object.
Benefits
The technology offers several benefits:
- Improved object recognition: By filling in missing object parts, the technology enhances the accuracy and reliability of object recognition systems.
- Enhanced pose estimation: The interpolation process improves the accuracy of pose estimation by considering part pose detection results.
- Increased functionality: The global pose obtained enables the computer to provide service functions based on the object's pose, expanding the capabilities of applications in various fields.
Original Abstract Submitted
A data processing method, apparatus, a device, and a computer-readable medium are provided for use in fields such as artificial intelligence, assisted driving, and the like. An object pose detection result corresponding to an object in an image frame and a part pose detection result corresponding to a first object part of the object in the image frame is acquired. At least one object part of the object is missing from the object pose detection result. The first object part is one or more parts of the object. Interpolation processing is performed on the at least one object part missing from the object pose detection result according to the part pose detection result and a standard pose associated with the object to obtain a global pose corresponding to the object. The global pose is used for controlling a computer to realize a service function corresponding to the global pose.
