Machine learning and image processing in astronomy with sparse data sets

J Jenkinson, A Grigoryan, M Hajinoroozi… - … on Systems, Man …, 2014 - ieeexplore.ieee.org
Automated classification systems have allowed for the rapid development of digital large sky
surveys. Such systems increase the independence of human intervention in the analysis …

Methods of calculation of the 2-D quantum Fourier transform of images

AM Grigoryan, AA Gomez… - … Image Exploitation and …, 2024 - spiedigitallibrary.org
The quantum Fourier transform (QFT) is the important operation in quantum computing. It is
used in many algorithms, including the Shor's quantum algorithm for finding the prime …

Quaternion Fourier transform-based alpha-rooting color image enhancement in 2 algebras: commutative and non-commutative

AM Grigoryan, AA Gomez Sr - Multimodal Image Exploitation …, 2024 - spiedigitallibrary.org
In this paper, we describe new methods of color image enhancement alpha-rooting by the
2D quaternion discrete Fourier transform (QDFT) in the commutative algebra, or the (2, 2) …

Encrypted oligonucleotide arrays for molecular authentication

MT Holden, LM Smith - ACS combinatorial science, 2019 - ACS Publications
Counterfeiting is an incredibly widespread problem, with some estimates placing its
economic impact above 2% of worldwide GDP. The scale of the issue suggests that current …

Modified Alpha-rooting color image enhancement method on the two-side 2-D quaternion discrete Fourier transform and the 2-D discrete Fourier transform

AM Grigoryan, A John, SS Agaian - arXiv preprint arXiv:1707.04781, 2017 - arxiv.org
Color in an image is resolved into 3 or 4 color components and 2-Dimages of these
components are stored in separate channels. Most of the color image enhancement …

[图书][B] Multiscale transforms for signals on graphs: Methods and applications

JL Irion - 2015 - search.proquest.com
Advances in data recording, data storage, and computing power have made possible both
the collection and analysis of signals on a new domain: graphs. Here, a signal's structure is …

[PDF][PDF] Preprocessing tools for computer-aided cancer imaging systems

AM Grigoryan, SS Agaian - bookchapter, 2014 - researchgate.net
Methods of digital image processing are widely used in medical imaging, when different
types of images with cancer require to perform a complex processing of images. For many …

A novel method of filtration by the discrete heap transforms

AM Grigoryan, M Hajinoroozi - Image Processing: Algorithms …, 2014 - spiedigitallibrary.org
In this paper, we describe the method of filtering the frequency components of the signals
and images, by using the discrete signal-induced heap transforms (DsiHT), which are …

Discrete unitary transforms generated by moving waves

AM Grigoryan, MM Grigoryan - Wavelets XII, 2007 - spiedigitallibrary.org
This paper describes a new class of discrete heap transforms which are unitary energy-
preserving transforms and induced by input signals. These transforms have a simple form of …

Discrete integer Fourier transform in real space: Elliptic Fourier transform

AM Grigoryan, MM Grigoryan - Image Processing: Algorithms …, 2009 - spiedigitallibrary.org
The concept of the N-point DFT is generalized, by considering it in the real space (not
complex). The multiplication by twiddle coefficients is considered in matrix form; as the …