About Me

Welcome! I am a Ph.D. student at Klagenfurt University. I am also working in the content provisioning part of the ATHENA project, you can find details here. Before that, I was an M.Sc. student at Ozyegin University in Istanbul, Turkey and I worked on computer vision with deep learning. I wrote my thesis about image denoising using deep convolutional autoencoders. I also got my B.Sc. from Ozyegin University. During my studies there, I took graduate elective courses with different topics, i.e. Computer Vision, Reinforcement Learning, Deep Learning, Multiagent Negotiation, Computer Networks, Multimedia Networking, Network Security, Software Testing, Cloud Computing, etc. Thus, deciding on what to do next was a bit challenging for me. That resulted in me doing my B.Sc. graduation project in multimedia networking, my M.Sc. about Machine Learning / Artificial Intelligence, and my Ph.D. about multimedia networking/video encoding. You can find more details about my work on this website.


News

[15.09.2021] - The paper Fast Multi-Resolution and Multi-Rate Encoding for HTTP Adaptive Streaming Using Machine Learning is nominated for the Best New Streaming Innovation award in Streaming Media Readers’ Choice Awards. Your support is appreciated 🙂. More info about the paper is available here.

[12.08.2021] - The paper CTU Depth Decision Algorithms for HEVC: A Survey has been accepted for publication in Signal Processing: Image Communication (SP:IC) See Here

[27.07.2021] - The paper Machine Learning Based Video Coding Enhancements for HTTP Adaptive Streaming has been accepted for publication in ACM Multimedia Systems Conference (MMSys) Doctoral Symposium 2021 See Here

[24.07.2021] - The paper WISH: User-centric Bitrate Adaptation for HTTP Adaptive Streaming on Mobile Devices has been accepted for publication in IEEE 23rd International Workshop on Multimedia Signal Processing (MMSP) See Here

[04.05.2021] - The paper Fast Multi-Resolution and Multi-Rate Encoding for HTTP Adaptive Streaming Using Machine Learning has been accepted for publication in IEEE Open Journal of Signal Processing See Here

[15.10.2020] - The paper Towards Optimal Multirate Encoding for HTTP Adaptive Streaming has been accepted for publication in The International MultiMedia Modeling Conference (MMM) 2021 See Here

[31.08.2020] - The paper FaME-ML: Fast Multirate Encoding for HTTP Adaptive Streaming Using Machine Learning has been accepted for publication in International Conference on Visual Communications and Image Processing (VCIP) 2020 See Here

[11.04.2020] - The paper Image Denoising Using Deep Convolutional Autoencoder with Feature Pyramids has been accepted for publication in Turkish Journal of Electrical Engineering & Computer Sciences See Here

[16.01.2020] - The paper Fast Multi-Rate Encoding for Adaptive HTTP Streaming has been accepted for publication in Data Compression Conference (DCC) 2020 See Here