no code implementations • 27 Feb 2024 • Panqi Jia, A. Burakhan Koyuncu, Jue Mao, Ze Cui, Yi Ma, Tiansheng Guo, Timofey Solovyev, Alexander Karabutov, Yin Zhao, Jing Wang, Elena Alshina, Andre Kaup
To generate reconstructed images with the desired bits per pixel and assess the BD-rate performance of both the JPEG-AI verification model and VVC intra, bit rate matching is employed.
no code implementations • 27 Feb 2024 • Panqi Jia, Jue Mao, Esin Koyuncu, A. Burakhan Koyuncu, Timofey Solovyev, Alexander Karabutov, Yin Zhao, Elena Alshina, Andre Kaup
Currently, there is a high demand for neural network-based image compression codecs.
no code implementations • 25 Jun 2023 • A. Burakhan Koyuncu, Panqi Jia, Atanas Boev, Elena Alshina, Eckehard Steinbach
Entropy estimation is essential for the performance of learned image compression.
no code implementations • 12 Dec 2022 • Panqi Jia, Ahmet Burakhan Koyuncu, Georgii Gaikov, Alexander Karabutov, Elena Alshina, Andre Kaup
Our approach allows parallel processing of each component, flexibility to select different channel numbers, and an overall complexity reduction.