Contextformer: A Transformer with Spatio-Channel Attention for Context Modeling in Learned Image Compression AB Koyuncu, H Gao, A Boev, G Gaikov, E Alshina, E Steinbach European Conference on Computer Vision, 447-463, 2022 | 60 | 2022 |
A novel approach to neural network-based motion cueing algorithm for a driving simulator AB Koyuncu, E Erçelik, E Comulada-Simpson, J Venrooij, M Kaboli, ... 2020 IEEE Intelligent Vehicles Symposium (IV), 2118-2125, 2020 | 16 | 2020 |
Efficient contextformer: Spatio-channel window attention for fast context modeling in learned image compression AB Koyuncu, P Jia, A Boev, E Alshina, E Steinbach IEEE Transactions on Circuits and Systems for Video Technology, 2024 | 7 | 2024 |
Learning-based conditional image coder using color separation P Jia, AB Koyuncu, G Gaikov, A Karabutov, E Alshina, A Kaup 2022 Picture Coding Symposium (PCS), 49-53, 2022 | 5 | 2022 |
Parallelized context modeling for faster image coding AB Koyuncu, K Cui, A Boev, E Steinbach 2021 IEEE International Conference on Visual Communications and Image …, 2021 | 5 | 2021 |
Convolutional neural network-based post-filtering for compressed YUV420 images and video K Cui, AB Koyuncu, A Boev, E Alshina, E Steinbach 2021 Picture Coding Symposium (PCS), 1-5, 2021 | 5 | 2021 |
Presentation of the Huawei response to the JPEG AI Call for Proposals: Device agnostic learnable image coding using primary component extraction and conditional coding E Alshina, A Boev, Z Cui, Y Feng, G Gaikov, T Guo, P Jia, A Karabutov, ... Tech. Rep. wg1m96016-REQ, Huawei Technologies, 2022 | 2 | 2022 |
Quality-Blind Compressed Color Image Enhancement with Convolutional Neural Networks K Cui, AB Koyuncu, A Boev, E Alshina, E Steinbach 2021 IEEE International Symposium on Circuits and Systems (ISCAS), 1-5, 2021 | 1 | 2021 |
Evaluation and validation of a motion-cued attention network using a Robot-Head platform AB Koyuncu, J Conradt | 1 | 2016 |
Attention Based Context Modelling for Image and Video Compression AB Koyuncu, H Gao, EA Alshina US Patent App. 18/639,170, 2024 | | 2024 |
Attention based context modelling for image and video compression AB Koyuncu, EA Alshina US Patent App. 18/620,667, 2024 | | 2024 |
Parallelized context modelling using information shared between patches AB Koyuncu, EA Alshina US Patent App. 18/507,949, 2024 | | 2024 |
Bit Distribution Study and Implementation of Spatial Quality Map in the JPEG-AI Standardization P Jia, J Mao, E Koyuncu, AB Koyuncu, T Solovyev, A Karabutov, Y Zhao, ... arXiv preprint arXiv:2402.17470, 2024 | | 2024 |
Bit Rate Matching Algorithm Optimization in JPEG-AI Verification Model P Jia, AB Koyuncu, J Mao, Z Cui, Y Ma, T Guo, T Solovyev, A Karabutov, ... arXiv preprint arXiv:2402.17487, 2024 | | 2024 |
Adapting Learned Image Codecs to Screen Content via Adjustable Transformations HB Dogaroglu, AB Koyuncu, A Boev, E Alshina, E Steinbach arXiv preprint arXiv:2402.17544, 2024 | | 2024 |
Adapting Learned Image Codecs to Screen Content via Adjustable Transformations H Burak Dogaroglu, A Burakhan Koyuncu, A Boev, E Alshina, ... arXiv e-prints, arXiv: 2402.17544, 2024 | | 2024 |
CALC-VFS: Content-adaptive low-complexity Video Frame Synthesis N Giuliani, H You, AB Koyuncu, A Boev, E Alshina, E Steinbach 2023 IEEE International Symposium on Multimedia (ISM), 57-61, 2023 | | 2023 |