728 citations · 1.1k across the 29 of their papers we have counts for
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Quantum-Inspired Edge Detection Algorithms Implementation using New Dynamic Visual Data Representation and Short-Length Convolution Computation
Artyom M. Grigoryan, Sos S. Agaian, Karen Panetta
As the availability of imagery data continues to swell, so do the demands on transmission, storage and processing power. Processing requirements to handle this plethora of data is…
QSAM-Net: Rain streak removal by quaternion neural network with self-attention module
Vladimir Frants, Sos Agaian, Karen Panetta
Images captured in real-world applications in remote sensing, image or video retrieval, and outdoor surveillance suffer degraded quality introduced by poor weather conditions. Cond…
3-Qubit Circular Quantum Convolution Computation using Fourier Transform with Illustrative Examples
Artyom M. Grigoryan, Sos S. Agaian
In this work, we describe examples for calculating the 1-D circular convolution of signals represented by 3-qubit superpositions. The case is considered, when the discrete Fourier…
An Efficient Calculation of Quaternion Correlation of Signals and Color Images
Artyom M. Grigoryan, Sos S. Agaian
Over the past century, a correlation has been an essential mathematical technique utilized in engineering sciences, including practically every signal/image processing field. This…
Algorithm and Circuit of Nesting Doubled Qubits
Artyom M. Grigoryan, Sos S. Agaian
Copying the quantum states is contradictory to classical information processing since the fundamental difference between classical and quantum information is that while classical i…