11 citations · 26 across the 7 of their papers we have counts for
4 papers · 1 filter
Learning sparse auto-encoders for green AI image coding
Cyprien Gille, Frédéric Guyard, Marc Antonini +1
Recently, convolutional auto-encoders (CAE) were introduced for image coding. They achieved performance improvements over the state-of-the-art JPEG2000 method. However, these perfo…
A constrained Shannon-Fano entropy coder for image storage in synthetic DNA
Xavier Pic, Marc Antonini
The exponentially increasing demand for data storage has been facing more and more challenges during the past years. The energy costs that it represents are also increasing, and th…
Retinal-inspired Filtering for Dynamic Image Coding
Effrosyni Doutsi, Lionel Fillatre, Marc Antonini +1
This paper introduces a novel non-Separable sPAtioteMporal filter (non-SPAM) which enables the spatiotemporal decomposition of a still-image. The construction of this filter is ins…
A biologically constrained encoding solution for long-term storage of images onto synthetic DNA
Melpomeni Dimopoulou, Marc Antonini, Pascal Barbry +1
Living in the age of the digital media explosion, the amount of data that is being stored increases dramatically. However, even if existing storage systems suggest efficiency in ca…