A Survey of Current Advances in Quantum Computing

V. K. R. Rajeswari Satuluri, Vijayakumar Ponnusamy

Quantum Computing (QC) has come into view as an emerging technology. Machine Learning(ML) and QC have become ubiquitous in recent years. This study has focused on surveying the enhancement of ML with QC. Applications of QC in different fields are thoroughly discussed. The Biomedical/Healthcare field of research has potential with QC-enhanced ML (QML). Advancements in an amalgamation of ML with QC are further elaborated. QML concepts are introduced with current research advances. The survey ends with challenges in the new technology and future work considerations.

László Gyöngyösi, Sándor Imre

Hossein Ebrahimpour-Komleh, Ali Hadipour

Quantum computing, with its promise of exponential speedups and novel algorithms, has emerged as a revolutionary technology in various computational fields, including image processing. This survey provides a comprehensive review of the applications of quantum computing in image processing, exploring how quantum algorithms and hardware can address classical challenges such as image compression, enhancement, pattern recognition, and image recovery. The paper delves into the theoretical foundations of quantum computing, discusses current advancements, and compares quantum methods with traditional approaches. Moreover, it identifies the key challenges, such as scalability and hardware limitations, that currently hinder the widespread adoption of quantum techniques in image processing. Finally, the survey outlines future research directions, highlighting the potential for further integration of quantum computing with advanced image processing technologies like deep learning. This work aims to serve as a foundational reference for researchers and practitioners interested in the intersection of quantum computing and image processing.

Dr. A. Karunamurthy

Dasheng Zhang, Eric Savage, Jin Feng Lin +1 more

In this survey paper, we provide an overview of the significance of quantum computing. It includes a review of fundamental principles, technological advancements, the interconnections, and reviews the current state of research, discussing both essential achievements and persistent challenges. The paper also examines how these technologies complement each other, enhancing secure communication and computational efficiency. We propose future research directions that emphasize the importance of further advancements to address existing challenges and optimize the utilization of quantum technologies across multiple sectors.

Joshua L. Foss