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 • 18 Dec 2023 • Esin Koyuncu, Timofey Solovyev, Johannes Sauer, Elena Alshina, André Kaup
Learned image compression has a problem of non-bit-exact reconstruction due to different calculations of floating point arithmetic on different devices.
no code implementations • 2 Dec 2022 • Esin Koyuncu, Timofey Solovyev, Elena Alshina, André Kaup
Learning-based image compression has improved to a level where it can outperform traditional image codecs such as HEVC and VVC in terms of coding performance.