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SALIENT FEATURE EXTRACTION USING NEURAL NETWORKS WITH TEMPORAL MODELING FOR REAL TIME INCORPORATION (SENTRI) AUTISM AIDE
SALIENT FEATURE EXTRACTION USING NEURAL NETWORKS WITH TEMPORAL MODELING FOR REAL TIME INCORPORATION (SENTRI) AUTISM AIDE
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机译：用时间建模的神经网络突出特征提取（Sentri）自闭症辅助
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摘要
An image-based behavioral mode assessment system and method, having a camera acquiring images of facial expressions of subject persons for aide assistance. An artificial intelligence process uses facial detection from a camera and detects a face of a subject person. A facial expression module learns correlations of facial expressions-to-behavior and creates a database of subject behavioral classifications, wherein the learning module updates the database with currently learned facial expressions-to-behavior correlations. A comparison and detection module, applies one or more currently obtained facial expressions from the camera and compares it to thresholds for pre-trained behavioral classifications, and determine when a current behavioral classification is imminent or currently being exhibited by the subject person. When the current behavioral classification is detected, requiring an action, an aide is non-intrusively alerted, signaling directly or indirectly to a non-subject person responsible for the subject person, to provide real-time assistance and manpower reduction without compromising effectiveness.
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