METHOD, DEVICE AND SYSTEM FOR TRANSMITTING IMAGE CHARACTERISTICS
Patent Information
- Application Number
- DE602021047985
- Authority / Receiving Office
- DE · DE
- Patent Type
- Patents
- Current Assignee / Owner
- Priority Date
- 2021-03-30
- Filing Date
- 2021-11-01
- Publication Date
- 2026-02-11
- Estimated Expiration
- 2041-11-01
AI Technical Summary
Existing human vision-based encoding methods for data communication in machine learning applications suffer from low code compression rates, leading to difficulties in ensuring communication quality with increased data volumes, particularly in systems like the Internet of Vehicles and smart cities.
A method for transmitting image features using a machine learning model to extract feature matrices, determine correlated matrices, and encode a representative matrix along with its correspondence and feature values, reducing redundancy by analyzing channel correlations through variance homogeneity tests.
Improves code compression rates and ensures communication quality by eliminating redundant information, addressing latency and scale challenges in real-world applications.