no code implementations • 19 Jan 2024 • Jukka I. Ahonen, Nam Le, Honglei Zhang, Antti Hallapuro, Francesco Cricri, Hamed Rezazadegan Tavakoli, Miska M. Hannuksela, Esa Rahtu
To the best of our knowledge, this is the first research paper showing a hybrid video codec that outperforms VVC on multiple datasets and multiple machine vision tasks.
no code implementations • 6 Jun 2022 • Maria Santamaria, Vinod Kumar Malamal Vadakital, Lukasz Kondrad, Antti Hallapuro, Miska M. Hannuksela
This paper shows the benefit of using subpictures in the MIV use-case.
no code implementations • 24 May 2019 • Caglar Aytekin, Francesco Cricri, Antti Hallapuro, Jani Lainema, Emre Aksu, Miska Hannuksela
In this manuscript we propose two objective terms for neural image compression: a compression objective and a cycle loss.