8 citations · 14 across the 11 of their papers we have counts for
4 papers · 1 filter
Variational Quantum Linear Solver enhanced Quantum Support Vector Machine
Jianming Yi, Kalyani Suresh, Ali Moghiseh +1
Quantum Support Vector Machines (QSVM) play a vital role in using quantum resources for supervised machine learning tasks, such as classification. However, current methods are stro…
Hybrid quantum transfer learning for crack image classification on NISQ hardware
Alexander Geng, Ali Moghiseh, Claudia Redenbach +1
Quantum computers possess the potential to process data using a remarkably reduced number of qubits compared to conventional bits, as per theoretical foundations. However, recent e…
A hybrid quantum image edge detector for the NISQ era
Alexander Geng, Ali Moghiseh, Claudia Redenbach +1
Edges are image locations where the gray value intensity changes suddenly. They are among the most important features to understand and segment an image. Edge detection is a standa…
Improved FRQI on superconducting processors and its restrictions in the NISQ era
Alexander Geng, Ali Moghiseh, Claudia Redenbach +1
In image processing, the amount of data to be processed grows rapidly, in particular when imaging methods yield images of more than two dimensions or time series of images. Thus, e…