Durgesh Kumar Kotangle

HYBRID DEEP LEARNING MODEL FOR EMOTION RECOGNITION SYSTEM WITH PROPOSED WDCRF TECHNIQUE

A hybrid of Residual Network 18-Layer, Bidirectional Long Short Term Memory (BiLSTM) and proposed Weighted Directional Centroid Ranking Function (WDCRF) framework that integrates spatial feature extraction, sequential dependency modelling, and psychologically guided temporal smoothing within a unified end-to-end archit...