1 code implementation • 3 Nov 2024 • Jitesh Joshi, Sos S. Agaian, Youngjun Cho
To demonstrate FSAM's effectiveness, we developed FactorizePhys, an end-to-end 3D-CNN architecture for estimating blood volume pulse signals from raw video frames.
1 code implementation • 24 May 2024 • Chunyu Yuan, Dongfang Zhao, Sos S. Agaian
To further aid early diagnosis, especially on mobile devices with limited computing power, we present MUCM-Net.
no code implementations • 11 Dec 2023 • Silvano A. Bernabel, Sos S. Agaian
This paper tackles the intricate challenge of improving the quality of nighttime images under hazy and low-light conditions.
1 code implementation • 14 Oct 2023 • Chunyu Yuan, Dongfang Zhao, Sos S. Agaian
Skin cancer poses a significant public health challenge, necessitating efficient diagnostic tools.
no code implementations • 31 Oct 2022 • Artyom M. Grigoryan, Sos S. Agaian, Karen Panetta
The new data representation is demonstrated on multiple illustrative examples for quantum edge detection, gradients, and convolution.
no code implementations • 10 May 2022 • Artyom M. Grigoryan, Sos S. Agaian
This paper describes an effective method of calculating the correlation function of signals and color images in quaternion algebra.
2 code implementations • 11 Oct 2021 • Chunyu Yuan, Sos S. Agaian
This article provides a complete overview of recent developments in BNN.
no code implementations • 27 Feb 2021 • Artyom M. Grigoryan, Sos S. Agaian
We believe that framework might be very useful in the prediction of color palletes of the Renaissance oil artworks and other artworks.
no code implementations • 20 Jul 2018 • Artyom M. Grigoryan, Aparna John, Sos S. Agaian
This new method is referred as the alpha-rooting method of color image enhancement by the two-dimensional quaternion discrete Fourier transform (2-D QDFT) followed by a spatial transformation.
no code implementations • 20 Jul 2018 • Artyom M. Grigoryan, Aparna John, Sos S. Agaian
A novel method of color image enhancement is proposed, in which three or four color channels of the image are transformed to one channel 2-D grayscale image.
no code implementations • 15 Jul 2017 • Artyom M. Grigoryan, Aparna John, Sos S. Agaian
This paper proposes an implementation of the quaternion approach of enhancement algorithm for enhancing color images and is referred as the modified alpha-rooting by the two-dimensional quaternion discrete Fourier transform (2-D QDFT).