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Research Diary
by Ufuk Soylu
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Course Projects

Developed a new loss function bu using Fourier Ring Correlation (FRC) metric in Generative Adversarial Networks (GAN) for super-resolution problem for CS598 Machine Learning for Signal ProcessingDownload
Implementing and comparing several image segmentation algorithms based on deep learning for aerial agricultural data for CS543 Computer VisionDownload
Theoretical analysis of LASSO problem and comparison of various analytic/learning based algorithms for ECE566 Computational Inference and LearningDownload
Face clustering for profile images via subspace clustering for ECE551 Digital Signal ProcessingDownload
Ultrasound image recovery from aperture coded measurements for ECE513 Vector Space Signal ProcessingDownload

Supervised image super-resolution and denoising of X-ray Images for CS446 Machine Learning

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