INVESTIGATION OF NANOMODIFICATION INFLUENCE ON STRUCTURE AND CHARACTERISTICS OF CAST FAST-CUTTING STEEL R6M5L by D. M. Kukuj, F. I. Rudnitskij, Ju. A. Nikolajchik, P. A. Erohovets, L. V. Sudnik

Get full text

Analysis of preprocessing for Generative Adversarial Networks: A case study on color fundoscopy to fluorescein angiography image-to-image translation by Veena K.M., Veena Mayya, Rashmi Naveen Raj, Sulatha V. Bhandary, Uma Kulkarni

“…This study examines the impact of five different image preprocessing techniques - Green Channel, CLAHE on Green Channel, CLAHE on RGB channels, Green Channel Gaussian Convolution, and RGB Gaussian Convolution - on five different GAN variants: CycleGAN, Pix2Pix GAN, CUT GAN, FastCut GAN, and NICE GAN. The study involved conducting 30 experiments to assess the performances of these GAN variants in the image-to-image translation of dual-mode retinal images. …”
Get full text