Benefiting from Quantum? A Comparative Study of Q-Seg, Quantum-Inspired
Techniques, and U-Net for Crack Segmentation
Benefiting from Quantum? A Comparative Study of Q-Seg, Quantum-Inspired
Techniques, and U-Net for Crack Segmentation
Exploring the potential of quantum hardware for enhancing classical and real-world applications is an ongoing challenge. This study evaluates the performance of quantum and quantum-inspired methods compared to classical models for crack segmentation. Using annotated gray-scale image patches of concrete samples, we benchmark a classical mean Gaussian mixture technique, a …