22 citations · 26 across the 2 of their papers we have counts for
2 papers
cs.CV2024★ 4 cited
A Perspective on Deep Vision Performance with Standard Image and Video Codecs
Christoph Reich, Oliver Hahn, Daniel Cremers +2
Resource-constrained hardware, such as edge devices or cell phones, often rely on cloud servers to provide the required computational resources for inference in deep vision models.…
cs.CV2023★ 22 cited
Differentiable JPEG: The Devil is in the Details
Christoph Reich, Biplob Debnath, Deep Patel +1
JPEG remains one of the most widespread lossy image coding methods. However, the non-differentiable nature of JPEG restricts the application in deep learning pipelines. Several dif…