
Life Guardian — Real-Time Campus Psychological Crisis Early Warning System
Make silent emotions visible, safeguarding student mental health.
LifeGuard — Real-Time Campus Mental Health Crisis Alert System
The Longlin SYS-821GE-TNHR Unobtrusive Real-Time Psychological Crisis Warning System is a new AI-powered product developed by Xinghui Lian based on the major project of the National Social Science Fund: "Construction of Real-Time Monitoring and Intervention Systems for Individual Psychological Crises (Grant No. 14ZDB159)." By integrating advanced technologies such as video surveillance, intelligent recognition, and data analytics, the system enables real-time monitoring and rapid screening of psychological crises with dynamic tracking capabilities. It triggers immediate alerts to connect users with mental health professionals for timely intervention, effectively preventing extreme incidents. Widely applicable in schools, communities, hospitals, military units, and other settings.
Product Features
Crisis Algorithm
Integrates Prof. More's team's psychological crisis algorithms, facial recognition algorithms, and descriptive algorithms.
Real-time monitoring
Combines FP32 high-precision inference algorithms with real-time video sampling to enable seamless emotion recognition and real-time monitoring of crisis risks on campus.
Crisis Alert
Leveraging Professor Morey's team of psychological crisis iterative algorithms to build student emotional change monitoring and early warning capabilities.
Crisis Intervention
Crisis task triggers measurement intervention. The entry point is fast, simple, and accurate. Complete the psychological assessment within the last 3 minutes.

Psychological model supports up to 32 campus surveillance devices.
Real-time student sentiment monitoring with precise identity recognition.
Developing an Individual Psychological Crisis Early Warning Situation Model Based on Professor Morey's Team's Individual Psychological Crisis Model
Problem confirmation, statistical measurement, and trend prediction for major psychological crises
Product Features
1. Intelligent Early Warning for Psychological Crisis
Complete closed-loop from monitoring to alerting to intervention



Psychological Crisis Monitoring and Early Warning
Monitor and identify individual emotional states; automatically detect anomalies (e.g., persistent low mood, agitation, tension, crying).
AI-Powered Psychological Crisis Early Warning
Automatically generate daily reports on abnormal emotional alerts and push them to school counselors, homeroom teachers, parents, and other relevant personnel for intervention.
Psychological Crisis Intervention
Staff conduct offline psychological counseling based on the system daily report and record the results. This creates individual psychological crisis profiles for follow-up tracking.
2. Intelligent Analysis of Psychological Crisis
Data-Driven Mental Health Analysis System



Psychological Crisis Profile
Build student mental health profiles by integrating psychological intervention outcomes, comprehensive emotion monitoring, behavioral trajectories, and psychometric assessments to generate dynamic mental risk portraits.
Intelligent Analytics Visualization
Leveraging 2.5D campus maps and AI recognition technology, we integrate data across the full student activity lifecycle to enable comprehensive monitoring, visualization, and end-to-end traceability of campus mental health status.
3. Data Privacy Protection
Strict data security and privacy protection mechanisms



Data permission tiered management
School leaders, counselors, and homeroom teachers receive role-based access to enable tiered data management and secure isolation.
Privacy Protection
Deployed locally with data staying within the school; automatically destroyed upon expiration to prevent privacy leaks.
Use Cases



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