Ekrem Çetinkaya
Assistant Professor, Yıldız Technical University
Verified email at yildiz.edu.tr
- AI
- Video Coding
- Computer Vision
Read bio
Ekrem received his B.Sc. and M.Sc. degrees in computer science from Ozyegin University, Istanbul, Türkiye, in 2018 and 2019, respectively, and his Ph.D. degree from Alpen-Adria-Universitaet Klagenfurt, Klagenfurt, Austria, in 2023. In 2025, he joined the Department of Artificial Intelligence and Data Engineering at Yıldız Technical University as an Assistant Professor. He has served as Proceedings Chair for the 2022, 2026, and 2027 editions of the ACM MHV, as well as the 2026 IEEE MMSP. He has also reviewed papers for various journals, including IEEE MultiMedia and IEEE Transactions on Multimedia. His research interests include artificial intelligence, machine learning, deep learning, computer vision, and video coding.
- Citations
- 262
- 258 since 2021
- +1 since 16 Oct 2026
- h-index
- 10
- 10 since 2021
- i10-index
- 11
- 11 since 2021
Citations per year
2026 so far
Use the left and right arrow keys to move between years.
| 2020 | 4 |
|---|---|
| 2021 | 30 |
| 2022 | 18 |
| 2023 | 47 |
| 2024 | 58 |
| 2025 | 66 |
| 2026 | 39 |
Citations received each calendar year, as counted by Google Scholar. Point at a bar, or use the arrow keys, for the exact number.
Most cited papers
- Hybrid P2P-CDN architecture for live video streaming: An online learning approach
GLOBECOM 2022-2022 IEEE Global Communications Conference, 1911-1917, 2022
40citations
- Alive: A latency-and cost-aware hybrid p2p-cdn framework for live video streaming
IEEE Transactions on Network and Service Management 21 (2), 1561-1580, 2023
39citations
- CTU depth decision algorithms for HEVC: A survey
Signal Processing: Image Communication 99, 116442, 2021
38citations
Total citations over time
Use the left and right arrow keys to move between years.
| 2020 | 4 |
|---|---|
| 2021 | 34 |
| 2022 | 52 |
| 2023 | 99 |
| 2024 | 157 |
| 2025 | 223 |
| 2026 | 262 |
Running total at the end of each year. Schovis has recorded the total every day since 27 Sep 2026.
Every paper, by year and citations
Use the arrow keys to move between papers in time order, and Enter to open one.
27 dated publications; the Publications tab lists every one.
One dot per publication, on a log scale so uncited papers still show. Coral dots are the three most cited. Select a dot to open the paper.
Author-level indices
| Index | Value | What it measures |
|---|---|---|
| h-index10 papers have at least 10 citations each. | 10 | 10 papers have at least 10 citations each. |
| g-indexThe 16 most cited papers together have at least 16² citations. | 16 | The 16 most cited papers together have at least 16² citations. |
| i10-indexPapers with at least 10 citations. | 11 | Papers with at least 10 citations. |
| h² centerShare of all citations inside the h × h square. | 38.2% | Share of all citations inside the h × h square. |
| h² upperCitations of the h most cited papers beyond that square. | 45.4% | Citations of the h most cited papers beyond that square. |
| h² lowerCitations of every paper outside the h most cited. | 16.4% | Citations of every paper outside the h most cited. |
| m-quotienth-index per year since the first paper (2019). | 1.25 | h-index per year since the first paper (2019). |
| o-indexGeometric mean of the h-index and the most cited paper’s citations. | 20.0 | Geometric mean of the h-index and the most cited paper’s citations. |
From the 27 listed publications. The h-index and i10-index are Google Scholar’s; Schovis computes the others.
Publications (27)
| # | Publication | Year | Cited by |
|---|---|---|---|
| 1 | Hybrid P2P-CDN architecture for live video streaming: An online learning approach R Farahani, A Bentaleb, E Çetinkaya, C Timmerer, R Zimmermann, ... GLOBECOM 2022-2022 IEEE Global Communications Conference, 1911-1917, 2022 | 40 | |
| 2 | Alive: A latency-and cost-aware hybrid p2p-cdn framework for live video streaming R Farahani, E Çetinkaya, C Timmerer, M Shojafar, M Ghanbari, ... IEEE Transactions on Network and Service Management 21 (2), 1561-1580, 2023 | 39 | |
| 3 | CTU depth decision algorithms for HEVC: A survey E Çetinkaya, H Amirpour, M Ghanbari, C Timmerer Signal Processing: Image Communication 99, 116442, 2021 | 38 | |
| 4 | Towards optimal multirate encoding for HTTP adaptive streaming H Amirpour, E Çetinkaya, C Timmerer, M Ghanbari International Conference on Multimedia Modeling, 469-480, 2021 | 19 | |
| 5 | FaME-ML: fast multirate encoding for HTTP adaptive streaming using machine learning E Cetinkaya, H Amirpour, C Timmerer, M Ghanbari 2020 IEEE International Conference on Visual Communications and Image …, 2020 | 18 | |
| 6 | Super-resolution based bitrate adaptation for HTTP adaptive streaming for mobile devices M Nguyen, E Çetinkaya, H Hellwagner, C Timmerer Proceedings of the 1st Mile-High Video Conference, 70-76, 2022 | 17 | |
| 7 | Fast multi-rate encoding for adaptive http streaming H Amirpour, E Çetinkaya, C Timmerer, M Ghanbari 2020 Data Compression Conference (DCC), 358-358, 2020 | 17 | |
| 8 | ECAS-ML: Edge computing assisted adaptation scheme with machine learning for HTTP adaptive streaming J Aguilar-Armijo, E Çetinkaya, C Timmerer, H Hellwagner International Conference on Multimedia Modeling, 394-406, 2022 | 11 | |
| 9 | WISH: User-centric bitrate adaptation for HTTP adaptive streaming on mobile devices M Nguyen, E Çetinkaya, H Hellwagner, C Timmerer 2021 IEEE 23rd International Workshop on Multimedia Signal Processing (MMSP …, 2021 | 10 | |
| 10 | Fast multi-resolution and multi-rate encoding for http adaptive streaming using machine learning E Cetinkaya, H Amirpour, C Timmerer, M Ghanbari IEEE Open Journal of Signal Processing 2, 484-495, 2021 | 10 | |
| 11 | Image denoising using deep convolutional autoencoder with feature pyramids E Cetinkaya, MF KIRAÇ Turkish Journal of Electrical Engineering and Computer Sciences 28 (4), 2096 …, 2020 | 10 | |
| 12 | LFC-SASR: Light field coding using spatial and angular super-resolution E Çetinkaya, H Amirpour, C Timmerer 2022 IEEE International Conference on Multimedia and Expo Workshops (ICMEW), 1-6, 2022 | 8 | |
| 13 | LiDeR: Lightweight dense residual network for video super-resolution on mobile devices E Çetinkaya, M Nguyen, C Timmerer 2022 IEEE 14th Image, Video, and Multidimensional Signal Processing Workshop …, 2022 | 7 | |
| 14 | Offline Reinforcement Learning for Bandwidth Estimation in RTC Using a Fast Actor and Not-So-Furious Critic E Çetinkaya, A Pehlivanoglu, IU Ayten, B Yumakogullari, ME Ozgun, ... Proceedings of the 15th ACM Multimedia Systems Conference, 388-393, 2024 | 6 | |
| 15 | MoViDNN: A mobile platform for evaluating video quality enhancement with deep neural networks E Çetinkaya, M Nguyen, C Timmerer International Conference on Multimedia Modeling, 465-472, 2022 | 5 | |
| 16 | Adaptive bitrate algorithm deployed at edge nodes J Aguilar-Armijo, E Çetinkaya, H Hellwagner, C Timmerer US Patent 11,968,245, 2024 | 3 | |
| 17 | Fast multi-rate encoding for adaptive HTTP streaming H Amirpour, E Çetinkaya, C Timmerer US Patent 11,546,401, 2023 | 2 | |
| 18 | Lightweight Dense Residual Network for Video Super-Resolution on Mobile Devices E Cetinkaya, M Nguyen, C Timmerer US Patent App. 18/209,666, 2023 | 1 | |
| 19 | Fast multi-encoding to reduce the cost of video streaming H Amirpour, VV Menon, E Çetinkaya, A Ilangovan, C Feldmann, M Smole, ... arXiv preprint arXiv:2210.13890, 2022 | 1 | |
| 20 | Metadata-Guided Hot Swapping of Specialized Super-Resolution Models in Streaming Systems AF Zengin, E Cetinkaya, AC Begen, S Ahsan, S Gül, ... 2025 International Symposium on Multimedia (ISM), 370-374, 2025 | 0 | |
| 21 | Device-adaptive super-resolution based approach to adaptive streaming M Nguyen, E Cetinkaya, C Timmerer, H Hellwagner US Patent App. 18/701,693, 2024 | 0 | |
| 22 | Offline reinforcement learning for bandwidth estimation in rtc using a fast actor and not-so-furious critic AC Begen, E Deniz, YK Erinc, ME Ozgun, B Yumakogullari, IU Ayten, ... ACM, 2024 | 0 | |
| 23 | Students Report of ACM Multimedia System 2021 M Nguyen, LT A, P Parastar, E Cetinkaya, I Bartolec, JA Armijo ACM SIGMultimedia Records 13 (4), 1-1, 2022 | 0 | |
| 24 | Fast Multi-Rate Encoding for Adaptive Streaming Using Machine Learming H Amirpour, E Çetinkaya, C Timmerer US Patent App. 17/540,643, 2022 | 0 | |
| 25 | Machine Learning Based Video Coding Enhancements for HTTP Adaptive Streaming E Çetinkaya Proceedings of the 12th ACM Multimedia Systems Conference, 418-422, 2021 | 0 | |
| 26 | Turk J Elec Eng & Comp Sci (2020) 28: 2096–2109© TÜBİTAK E ÇETİNKAYA, MF KIRAÇ Turkish Journal of Electrical Engineering & Computer Sciences 28, 2096-2109, 2020 | 0 | |
| 27 | Image denoising using deep convolutional autoencoders E Çetinkaya , 2019 | 0 |
Ranked by citations as listed on Google Scholar. Titles open the Scholar record; citation counts open the citing documents.