54 citations · 460 across the 103 of their papers we have counts for
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Generalized Difference Coder: A Novel Conditional Autoencoder Structure for Video Compression
Fabian Brand, Jürgen Seiler, André Kaup
Motion compensated inter prediction is a common component of all video coders. The concept was established in traditional hybrid coding and successfully transferred to learning-bas…
Boosting Neural Image Compression for Machines Using Latent Space Masking
Kristian Fischer, Fabian Brand, André Kaup
Today, many image coding scenarios do not have a human as final intended user, but rather a machine fulfilling computer vision tasks on the decoded image. Thereby, the primary goal…
Image Super-Resolution Using T-Tetromino Pixels
Simon Grosche, Andy Regensky, Jürgen Seiler +1
For modern high-resolution imaging sensors, pixel binning is performed in low-lighting conditions and in case high frame rates are required. To recover the original spatial resolut…