Browsing by Author "Ozturk, Saban"
Now showing items 21-25 of 25
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Random fully connected layered 1D CNN for solving the Z-bus loss allocation problem
Sindi, Hatem; Nour, Majid; Rawa, Muhyaddin; Ozturk, Saban; Polat, Kemal (Elsevier Sci Ltd, 2021)Power loss allocation methods should be efficient enough to meet the needs of the customers on the bus and effectively calculate the losses from generators and consumers. In order to perform these tasks, a highly robust ... -
Residual CNN plus Bi-LSTM model to analyze GPR B scan images
Ozkaya, Umut; Ozturk, Saban; Melgani, Farid; Seyfi, Levent (Elsevier, 2021)In this study, the residual Convolutional Neural Network (CNN) with the Bidirectional Long Short Time Memory (Bi-LSTM) model has proposed for the analysis of Ground Penetrating Radar B scan (GPR B Scan) images. GPR ... -
Residual LSTM layered CNN for classification of gastrointestinal tract diseases
Ozturk, Saban; Ozkaya, Umut (Academic Press Inc Elsevier Science, 2021)nowadays, considering the number of patients per specialist doctor, the size of the need for automatic medical image analysis methods can be understood. These systems, which are very advantageous compared to manual systems ... -
Reverse gamma correction based GARCH model for underwater image dehazing and detail exposure
Alenezi, Fayadh; Armghan, Ammar; Alharbi, Abdullah G.; Ozturk, Saban; Althubiti, Sara A.; Mansour, Romany F. (Pergamon-Elsevier Science Ltd, 2023)Underwater imaging poses significant challenges as water alters the behavior of light in comparison to air or vacuum. Therefore, it is crucial to effectively utilize the unique characteristics of unclear edges in hazy ... -
Unsupervised Medical Image Translation With Adversarial Diffusion Models
Ozbey, Muzaffer; Dalmaz, Onat; Dar, Salman U. H.; Bedel, Hasan A.; Ozturk, Saban; Gungor, Alper; Cukur, Tolga (Ieee-Inst Electrical Electronics Engineers Inc, 2023)Imputation of missing images via source-to-target modality translation can improve diversity in medical imaging protocols. A pervasive approach for synthesizing target images involves one-shot mapping through generative ...
