GEQIE Framework for Quantum Image Encoding
Analysis
This paper introduces a Python framework, GEQIE, designed for rapid quantum image encoding. It's significant because it provides a tool for researchers to encode images into quantum states, which is a crucial step for quantum image processing. The framework's benchmarking and demonstration with a cosmic web example highlight its practical applicability and potential for extending to multidimensional data and other research areas.
Key Takeaways
- •Introduces GEQIE, a Python framework for quantum image encoding.
- •The framework uses unitary gates for encoding.
- •Demonstrates the framework's usability with benchmarking and a cosmic web example.
- •Highlights the framework's potential for multidimensional data and other research fields.
Reference
“The framework creates the image-encoding state using a unitary gate, which can later be transpiled to target quantum backends.”