Quantum image processing filters

Explored quantum image enhancement with filter operations as a mentorship project.

Problem

Demonstrate quantum circuit potential for image processing on small datasets.

Approach

Implemented quantum filters in Qiskit and evaluated quality against classical baselines.

Outcome

Produced prototype filters and documented results by Dec 2021.

Role

Researcher, Qiskit Advocate Mentoring Program

Collaborators

Robert Lorendo — Mentor · IBM

Technologies

PythonQiskitQuantum image processing

quantum imagingeducationqiskit