QUANTUM FEATURE ENCODING FOR ENHANCING CNN-BASED IMAGE CLASSIFICATION PERFORMANCE
A Quantum-Enhanced Convolutional Neural Network model is developed, which incorporates traditional convolution-based feature extraction, Quantum Feature Encoding, and quantum processing and applies a quantum encoding mechanism to map classical features to quantum states for alternative feature representations and class...