17988484. METHOD, ELECTRONIC DEVICE, AND COMPUTER PROGRAM PRODUCT FOR TARGET IMAGE PROCESSING simplified abstract (Dell Products L.P.)
Contents
- 1 METHOD, ELECTRONIC DEVICE, AND COMPUTER PROGRAM PRODUCT FOR TARGET IMAGE PROCESSING
- 1.1 Organization Name
- 1.2 Inventor(s)
- 1.3 METHOD, ELECTRONIC DEVICE, AND COMPUTER PROGRAM PRODUCT FOR TARGET IMAGE PROCESSING - A simplified explanation of the abstract
- 1.4 Simplified Explanation
- 1.5 Key Features and Innovation
- 1.6 Potential Applications
- 1.7 Problems Solved
- 1.8 Benefits
- 1.9 Commercial Applications
- 1.10 Prior Art
- 1.11 Frequently Updated Research
- 1.12 Questions about Target Image Processing
- 1.13 Original Abstract Submitted
METHOD, ELECTRONIC DEVICE, AND COMPUTER PROGRAM PRODUCT FOR TARGET IMAGE PROCESSING
Organization Name
Inventor(s)
METHOD, ELECTRONIC DEVICE, AND COMPUTER PROGRAM PRODUCT FOR TARGET IMAGE PROCESSING - A simplified explanation of the abstract
This abstract first appeared for US patent application 17988484 titled 'METHOD, ELECTRONIC DEVICE, AND COMPUTER PROGRAM PRODUCT FOR TARGET IMAGE PROCESSING
Simplified Explanation
The patent application describes a method for target image processing that involves generating Shapley values for image features, with more accurate calculations performed by a cloud server.
- The method involves receiving a target image and calculating a Shapley value for a feature.
- A request is sent to a cloud server for a more accurate Shapley value for a latent feature.
- Joint collaboration between a terminal device and a cloud server enables rapid and accurate Shapley value calculations.
Key Features and Innovation
- Method for target image processing with Shapley values.
- Improved accuracy of Shapley value calculations through collaboration between terminal devices and cloud servers.
Potential Applications
The technology can be applied in image processing, machine learning, and artificial intelligence systems.
Problems Solved
- Enhances accuracy of Shapley value calculations for image features.
- Enables rapid and efficient processing of target images.
Benefits
- Improved accuracy in image feature analysis.
- Enhanced efficiency in image processing tasks.
Commercial Applications
- Image recognition systems
- Medical imaging analysis
- Autonomous vehicles technology
Prior Art
No specific prior art information provided in the abstract.
Frequently Updated Research
No information provided in the abstract.
Questions about Target Image Processing
How does the method improve the accuracy of Shapley value calculations for image features?
The method leverages joint collaboration between terminal devices and cloud servers to achieve more accurate Shapley value calculations for image features.
What are the potential applications of this technology beyond image processing?
The technology can be applied in various fields such as machine learning, artificial intelligence, and data analysis for enhanced accuracy and efficiency.
Original Abstract Submitted
Embodiments disclosed herein include a method, an electronic device, and a computer program product for target image processing. The method includes receiving a target image and generating a first Shapley value for a feature of the target image based on the received target image. The method further includes sending, in response to satisfying a predetermined condition, a request for acquiring a second Shapley value to a cloud server. The method further includes receiving the second Shapley value for a latent feature of the target image from the cloud server, where the second Shapley value is more accurate than the first Shapley value. In some embodiments, through joint collaboration between a terminal device such as an edge device and a cloud server, rapid calculation of a Shapley value can be achieved at the terminal device, and accurate calculation of a Shapley value can be achieved at the cloud server.
