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, Türkiye 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. You can find more details about my work on this website.


News

[20.06.2022] - I will be presenting the poster The Power in Your Pocket: Boosting Video Quality with Super-Resolution on Mobile Devices in Austrian Computer Science Day (ACSD) 2022.

[07.05.2022] - The Paper LiDeR: Lightweight Dense Residual Network for Video Super-Resolution on Mobile Devices has been accepted for publication in IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop (IVMSP 2022). See Here

[30.04.2022] - The Paper LFC-SASR: Light Field Coding Using Spatial and Angular Super-Resolution has been accepted for publication in IEEE International Conference on Multimedia and Expo Workshop (ICMEW) 2022. See Here

[04.02.2022] - The paper Super-resolution Based Bitrate Adaptation for HTTP Adaptive Streaming for Mobile Devices has been accepted for publication in ACM Mile-High Video Conference (MHV) 2022. See Here

[11.11.2021] - The paper Fast Multi-Resolution and Multi-Rate Encoding for HTTP Adaptive Streaming Using Machine Learning won the Best New Streaming Innovation award in Streaming Media Readers’ Choice Awards 🎉. More info about the paper is available here

[02.11.2021] - The paper ECAS-ML: Edge Computing Assisted Adaptation Scheme with ML for HAS has been accepted for publication in 28th International Conference on Multimedia Modeling (MMM). See Here

[02.11.2021] - The paper MoViDNN: A Mobile Platform for Evaluating Video Quality Enhancement with Deep Neural Networks has been accepted for publication in 28th International Conference on Multimedia Modeling (MMM). See Here

[10.10.2021] - I will be the Proceedings Chair in the ACM Mile High Video 2022.

[01.10.2021] - The paper Machine Learning Based Video Coding Enhancements for HTTP Adaptive Streaming has won the Best Doctoral Symposium Paper Award at MMSys’21 🎉. 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