Luis F. Faina

Quantum Walk Dictionary Learning for Classical Image Representation: A Hybrid Framework

Abstract Quantum computing offers novel paradigms for data representation and signal processing, yet traditional Quantum Image Representation (QIP) models often face significant challenges regarding qubit resources and state preparation complexity. This paper introduces a hybrid...