54 citations · 282 across the 74 of their papers we have counts for
3 papers · 1 filter
On Benefits and Challenges of Conditional Interframe Video Coding in Light of Information Theory
Fabian Brand, Jürgen Seiler, André Kaup
The rise of variational autoencoders for image and video compression has opened the door to many elaborate coding techniques. One example here is the possibility of conditional int…
Incorporating Prior Information in Compressive Online Robust Principal Component Analysis
Huynh Van Luong, Nikos Deligiannis, Jurgen Seiler +2
We consider an online version of the robust Principle Component Analysis (PCA), which arises naturally in time-varying source separations such as video foreground-background separa…
Measurement Bounds for Sparse Signal Reconstruction with Multiple Side Information
Huynh Van Luong, Jurgen Seiler, Andre Kaup +2
In the context of compressed sensing (CS), this paper considers the problem of reconstructing sparse signals with the aid of other given correlated sources as multiple side informa…