no code implementations • 29 Mar 2023 • Maryam Viqar, Violeta Madjarova, Elena Stoykova
Watershed segmentation method has been used in various applications.
no code implementations • 5 Mar 2023 • Maryam Viqar, Athar A. Moinuddin, Ekram Khan, M. Ghanbari
Also, in bokeh mode images they are commonly seen: blurriness as a result of intentional blurred background while blocking artifact and global blurriness arising due to compression.
no code implementations • 2 Mar 2023 • Maryam Viqar, Violeta Madjarova, Amit Kumar Yadav, Desislava Pashkuleva, Alexander S. Machikhin
Deep-learning based segmentation model is proposed for Optical Coherence Tomography images of human varicose vein based on the U-Net model employing atrous convolution with residual blocks, which gives an accuracy of 0. 9932.
no code implementations • 28 Feb 2023 • Maryam Viqar, Violeta Madjarova, Vipul Baghel, Elena Stoykova
Furthermore, the depth wise separable convolution significantly reduces the complexity of the network by optimizing the number of parameters.