Abstract: This paper addresses the persisting issues in face recognition, like aging, partial occlusion, and facial expressions, despite advancements in automatic facial recognition. The proposed innovative framework comprises three crucial phases: Pre-Processing, Feature Extraction using Active Appearance Models (AAM), and Classification employing an optimized Linear Collaborative Regression Classification method. A key focus is placed on enhancing recognition accuracy through the optimization of the projection matrix in the Linear Collaborative.....
Key Word: Face Recognition; Active Appearance Model;LCDRC based classification;Whale Optimization Algorithm;Lion Algorithm
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