Parallel Image Analysis Scheduling for Telework Security Modes
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Solution Overview
Problem
Remote work environments face high risks of security data leakage, necessitating effective monitoring methods to prevent unauthorized access and data exposure.
Innovation Solution
An image analysis device with multiple image analyzers using distinct models for parallel analysis and independent scheduling, generating security mode determinations based on real-time video frames to control data display.
Engineering Contradictions & Design Principles
Engineering Contradiction Analysis
1Productivity
If multiple image analyzers with different models are used for parallel analysis, then analysis speed is improved, but device complexity increases
Solution Approach 1:
The system divides the image analysis task into multiple independent analyzers, each handling different analysis models (e.g., first model for object detection, second model for recognition). Each analyzer operates independently with its own scheduling, enabling parallel processing that increases analysis speed while maintaining manageable complexity through modular design.
Solution Approach 2:
The patent introduces a temporal dimension to the analysis process by implementing independent scheduling for each analyzer. Instead of sequential processing, multiple analyzers operate simultaneously at different time schedules, transforming the single-dimensional sequential analysis into multi-dimensional parallel analysis, thereby improving productivity without proportionally increasing complexity.
2Reliability
If independent analysis scheduling is implemented for each image analyzer, then seamless security is improved, but control complexity increases
Solution Approach 1:
Each image analyzer is equipped with its own independent scheduling mechanism that autonomously manages its analysis execution without requiring centralized coordination. This self-service approach allows each analyzer to operate independently based on its own state and requirements, ensuring seamless security through continuous monitoring while avoiding the complexity of centralized scheduling control.
Data Source
AI summary
An image analysis device includes: an image converter configured to generate target image frames based on video image frames captured by a terminal device; a plurality of image analyzers respectively comprising a plurality of image analysis models, the plurality of image analyzers being configured to: generate a plurality of analysis results by analyzing the target image frames respectively using the plurality of image analysis models different from each other, and perform a respective independent analysis scheduling regardless of analysis execution states of other image analyzers; and a security state determiner configured to determine a security mode of the terminal device based on the plurality of analysis results.