Implementation of a quantum transfer learning approach to image splicing detection

DOI10.1142/S0219749920500240zbMath1450.81024MaRDI QIDQ5130772

Mandaar B. Pande, Angelina Gokhale, Dhanya Pramod

Publication date: 29 October 2020

Published in: International Journal of Quantum Information (Search for Journal in Brave)

zbMATH Keywords

deep learningimage forensicsquantum machine learningimage splicingclassical transfer learningpennylane

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Computing methodologies for image processing (68U10) Quantum computation (81P68) Quantum algorithms and complexity in the theory of computing (68Q12)

Uses Software

• Python
• ImageNet

Cites Work

• Unnamed Item
• Transfer Learning via Advice Taking
• Exposing digital forgeries in color filter array interpolated images
• The theory of variational hybrid quantum-classical algorithms

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