AI dynamic emotion recognition system


I. Significant advantages and unique characteristics of the system


Non-contact detection: Vibrational imaging technology does not require any physical contact with the subject, this non-invasive way avoids possible interference to the subject, ensuring that they are tested in a completely natural state.


Real-time feedback: The technology can complete the detection and result output in a very short time, which provides strong support for rapid screening and meets the high requirement of timeliness.


Automation and objective analysis: Through the advanced algorithm to automatically analyze the data, reduce the interference of human factors to the results, thus improving the objectivity of the detection results.


High-precision recognition: Combined with advanced image processing and artificial intelligence technology, this technology is able to accurately capture and analyze small vibration changes in complex environments, ensuring the accuracy of detection results.


Broad application prospects: The technology can not only be used for emotion recognition, but also is expected to show strong scalability through further research and development, applied to a wider range of mental health fields.


Second, the comparison between this technique and traditional psychological scale


Differences in detection methods: The traditional psychological scale usually relies on the self-report of the test subjects, through questionnaires or interviews; Vibration imaging, on the other hand, captures and analyzes physiological vibrations to infer mental states without subjectively input from the subject.


Efficiency improvement: Compared with the traditional psychological scale, which requires a longer time for the interviewee to complete the questionnaire or interview, vibration imaging technology can complete the detection in a short time, which greatly improves the detection efficiency.


Reduce subjective influence: the results of traditional psychological scale are often affected by subjective factors, such as social expectation, memory bias, etc. The vibration image technology can draw conclusions through objective data analysis and reduce the interference of subjective factors.


Expansion of the scope of application: For some special people, the traditional psychological scale may be difficult to apply; The vibration image technology is not limited by language and cultural background, and has a wider applicability.


The richness of data dimensions: Traditional psychological scales usually provide only limited dimensional information; Vibration imaging technology can capture more physiological information and provide more dimensional data support for a comprehensive assessment of mental health status.


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