Yazar "Sarıgül, Mehmet" için listeleme
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Case Study: Deep Convolutional Networks in Healthcare
Avcı, Mutlu; Sarıgül, Mehmet; Özyıldırım, Buse Melis (Springer Verlag, 2020)Technological improvements lead big data producing, processing and storing systems. These systems must contain extraordinary capabilities to overcome complexity of the big data. Therefore, the methodologies utilized for ... -
Deep Convolutional Generalized Classifier Neural Network
Sarıgül, Mehmet; Özyıldırım, Buse Melis; Avcı, Mutlu (Springer, 2020)Up to date technological implementations of deep convolutional neural networks are at the forefront of many issues, such as autonomous device control, effective image and pattern recognition solutions. Deep neural networks ... -
Differential convolutional neural network
Sarıgül, Mehmet; Özyıldırım, Buse Melis; Avcı, Mutlu (Elsevier, 2019)Convolutional neural networks with strong representation ability of deep structures have ever increasing popularity in many research areas. The main difference of Convolutional Neural Networks with respect to existing ... -
Estimation of daily global solar radiation using deep learning model
Kaba, Kazım; Sarıgül, Mehmet; Avcı, Mutlu; Kandırmaz, H. Mustafa (Elsevier, 2018)Solar radiation (SR) is an important data for various applications such as climate, energy and engineering. Because of this, determination and estimation of temporal and spatial variability of SR has critical importance ... -
Görüntü Tabanlı Kamera Konumlandırma İçin Farklı Eniyileme Tekniklerinin Başarım Değerlendirmesi
Solmaz, Muhammed Kerim; Sarıgül, Mehmet; Karacan, Levent (Institute of Electrical and Electronics Engineers Inc., 2022)In this study, the performance evaluation of different optimization methods in calculating the change of camera movement, in other words the camera position and angle, was made on images taken from different views with the ... -
İnterpolasyon tabanlı yeni bir video stabilizasyon yöntemi
Dervişoğlu, Semiha (İskenderun Teknik Üniversitesi / Lisansüstü Eğitim Enstitüsü / Bilgisayar Mühendisliği Ana Bilim Dalı, 2023)Videoların günlük kullanımının artması ile birlikte video iyileştirme yöntemlerine olan ihtiyaç da artmıştır. Video çekimi esnasında özellikle el kameraları, araç kameraları, kask kameraları gibi kameranın sabit olmadığı ... -
Performance Analysis of CNN Channel Attention Modules for Image Classification Task
Sarıgül, Mehmet (Çukurova Üniversitesi, 2023)ncreasing the representation power of convolutional neural networks, a popular deep learning model, is one of the hot study topics recently. Channel attention is a common strategy followed in this regard. In this strategy, ... -
Performance Comparision of Different Momentum Techniques on Deep Reinforcement Learning
Sarıgül, Mehmet; Avcı, Mutlu (Institute of Electrical and Electronics Engineers Inc., 2017)Increase in popularity of deep convolutional neural networks in many different areas leads to increase in the use of these networks in reinforcement learning. Training a huge deep neural network structure by using simple ... -
Position resolution study at high energies of a sampling electromagnetic calorimeter whose active material is a scintillator with Peroxide-cured polysiloxane base
Aydın, Güral; Sarıgül, Mehmet; Sarıgül, Hasan (Elsevier, 2020)This study is based on the simulation for the position resolution performances of a sampling electromagnetic calorimeter with a Peroxide-cured polysiloxane based scintillator as an active material. Various algorithms and ... -
Q Learning Regression Neural Network
Sarıgül, Mehmet; Avcı, Mutlu (Neural Network World, 2018)In this work, a Nadaraya-Watson kernel based learning system which owns general regression neural network topology is adapted to Q learning method to evaluate a quick and efficient action selection policy for reinforcement ... -
Region contrastive camera localization
Sarıgül, Mehmet; Karacan, Levent (Elsevier, 2023)Visual camera localization is a well-studied computer vision problem and has many applications. Recently, deep convolutional neural networks have begun to be utilized to solve six-degree-of-freedom (6-DoF) camera pose ... -
A survey on digital video stabilization
Sarıgül, Mehmet (Springer, 2023)Shakes and jitters are an eventual result of involuntary camera movements during video recording. Digital video stabilization is the elimination of these errors with smart algorithms. This process is usually performed in ...
