3 citations · 5 across the 2 of their papers we have counts for
2 papers
quant-ph2023★ 2 cited
Development of a Novel Quantum Pre-processing Filter to Improve Image Classification Accuracy of Neural Network Models
Farina Riaz, Shahab Abdulla, Hajime Suzuki +3
This paper proposes a novel quantum pre-processing filter (QPF) to improve the image classification accuracy of neural network (NN) models. A simple four qubit quantum circuit that…
cs.CV2023★ 3 cited
Application of Quantum Pre-Processing Filter for Binary Image Classification with Small Samples
Farina Riaz, Shahab Abdulla, Hajime Suzuki +3
Over the past few years, there has been significant interest in Quantum Machine Learning (QML) among researchers, as it has the potential to transform the field of machine learning…