Yazar "Doğan, Buket" için listeleme
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Automatic Detection and Calculation of Drusen Areas in Retinal Fundus Fluorescein Angiography Images
Demir, Önder; Doğan, Buket; Bayazıt, Esra Çalık; Yıldız, Kazım (Marmara Üniversitesi, 2018)Computer aided detection (CAD) systems are widely used in the analysis of biomedical images. In this paper, we present a novel CAD system to detect age-related macular degeneration (ARMD) on retinal fundus fluorescein ... -
Beyin Tümörlerinin Görüntü İşleme Teknikleri Kullanılarak Bilgisayar Destekli Tespiti
Kazdal, Seda; Doğan, Buket; Çamurcu, Ali Yılmaz (Institute of Electrical and Electronics Engineers (IEEE), 2015)Günümüz teknolojisinde bilgisayar destekli tespit uygulamaları tıp alanına büyük katkılar sa˘glamayı ba¸sarmı¸stır. Bu çalı¸smada, beyin manyetik rezonans görüntülerindeki tümörlerin tespiti gerçekle¸stirilmi¸stir. ... -
Comparison of Dimension Reduction Techniques on High Dimensional Datasets
Çamurcu, Yılmaz; Yıldız, Kazım; Doğan, Buket (Zarqa University, 2018)High dimensional data becomes very common with the rapid growth of data that has been stored in databases or other information areas. Thus clustering process became an urgent problem. The well-known clustering algorithms ... -
Deep Learning based Malware Detection for Android Systems: A Comparative Analysis
Bayazıt, Esra Çalık; Şahingöz, Özgür Koray; Doğan, Buket (Sveuciliste Josipa Jurja Strossmayera u Osijeku, 2023)Nowadays, cyber attackers focus on Android, which is the most popular open-source operating system, as main target by applying some malicious software (malware) to access users' private information, control the device, ... -
Digital Holograms Obtained Using Advanced Evolution Strategies
Aydın, Musa; Kiraz, Berna; Kiraz, Alper; Doğan, Buket (Institute of Electrical and Electronics Engineers (IEEE), 2018)By changing the amplitude and phase of optical beams digital holography allows for the generation of desired target images at the focus of a lens. It is an important research challenge to determine the digital hologram ... -
An LED-Based Structured Illumination Microscope Using A Digital Micromirror Device And GPU Accelerated Image Reconstruction
Aydın, Musa; Uysallı, Yiğit; Özgönül, Ekin; Morova, Berna; Tiryaki, Fatmanur; Karalar, Elif Nur Fırat; Doğan, Buket; Kiraz, Alper (PLOS, 2022)When combined with computational approaches, fluorescence imaging becomes one of the most powerful tools in biomedical research. It is possible to achieve resolution figures beyond the diffraction limit, and improve the ... -
Malware Detection in Android Systems with Traditional Machine Learning Models: A Survey
Bayazıt, Esra Çalık; Şahingöz, Özgür Koray; Doğan, Buket (IEEE, 2020)Due to the increased number of mobile devices, they are integrated in every dimension of our daily life. To execute some sophisticated programs, a capable operating must be set up on them. Undoubtedly, Android is the ... -
Neural Network Based Android Malware Detection with Different IP Coding Methods
Bayazıt, Esra Çalık; Şahingöz, Özgür Koray; Doğan, Buket (IEEE, 2021)Due to the COVID-19 epidemic that has affected the whole world, internet use has increased more than in previous years. Almost all operations and transactions are done over the internet, especially with the use of ... -
Protecting Android Devices from Malware Attacks: A State-of-the-Art Report of Concepts, Modern Learning Models and Challenges
Bayazıt, Esra Çalık; Şahingöz, Özgür Koray; Doğan, Buket (IEEE, 2023)Advancements in microelectronics have increased the popularity of mobile devices like cellphones, tablets, e-readers, and PDAs. Android, with its open-source platform, broad device support, customizability, and integration ... -
Retina Görüntülerinde Yaşa Bağlı Makula Dejenerasyonu'nun Bilgisayar Destekli Tespiti
Çalık, Esra; Doğan, Buket; Uçan, Osman Nuri (Institute of Electrical and Electronics Engineers (IEEE), 2015)Bu çalışmada, Fundus Floresein Anjiografi (FFA) yöntemi ile elde edilen retina gorüntüleri üzerinde Yaşa Bağlı Makula Dejenerasyonu (YBMD) hastalığının Bilgisayar Destekli Tespit (BDT) işleminin gerçekleştirilmesi am ...
