Kristian Fischer

According to our database, Kristian Fischer authored at least 17 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

The Bjøntegaard Bible Why Your Way of Comparing Video Codecs May Be Wrong.

Christian Herglotz, Hannah Och, Anna Meyer, Geetha Ramasubbu, Lena Eichermüller, Matthias Kränzler, Fabian Brand, Kristian Fischer, Dat Thanh Nguyen, Andy Regensky, André Kaup

IEEE Trans. Image Process., 2024

2023

Image and Video Coding for Machines.

Kristian Fischer

PhD thesis, 2023

Spatially-Adaptive Learning-Based Image Compression with Hierarchical Multi-Scale Latent Spaces.

Fabian Brand, Alexander Kopte, Kristian Fischer, André Kaup

Proceedings of the IEEE International Conference on Image Processing, 2023

Saliency-Driven Hierarchical Learned Image Coding for Machines.

Kristian Fischer, Fabian Brand, Christian Blum, André Kaup

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Learning Frequency-Specific Quantization Scaling in VVC for Standard-Compliant Task-Driven Image Coding.

Kristian Fischer, Fabian Brand, Christian Herglotz, André Kaup

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Evaluation of Video Coding for Machines without Ground Truth.

Kristian Fischer, Markus Hofbauer, Christopher B. Kuhn, Eckehard G. Steinbach, André Kaup

Proceedings of the IEEE International Conference on Acoustics, 2022

Learning True Rate-Distortion-Optimization for End-To-End Image Compression.

Fabian Brand, Kristian Fischer, Alexander Kopte, André Kaup

Proceedings of the Data Compression Conference, 2022

RDONet: Rate-Distortion Optimized Learned Image Compression with Variable Depth.

Fabian Brand, Kristian Fischer, Alexander Kopte, Marc Windsheimer, André Kaup

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022

2021

Robust Deep Neural Object Detection and Segmentation for Automotive Driving Scenario with Compressed Image Data.

Kristian Fischer, Christian Blum, Christian Herglotz, André Kaup

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

Analysis Of Neural Image Compression Networks For Machine-To-Machine Communication.

Kristian Fischer, Christian Forsch, Christian Herglotz, André Kaup

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

Saliency-Driven Versatile Video Coding for Neural Object Detection.

Kristian Fischer, Felix Fleckenstein, Christian Herglotz, André Kaup

Proceedings of the IEEE International Conference on Acoustics, 2021

Rate-Distortion Optimized Learning-Based Image Compression Using an Adaptive Hierachical Autoencoder With Conditional Hyperprior.

Fabian Brand, Kristian Fischer, André Kaup

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2021

2020

On Versatile Video Coding at UHD with Machine-Learning-Based Super-Resolution.

Kristian Fischer, Christian Herglotz, André Kaup

Proceedings of the Twelfth International Conference on Quality of Multimedia Experience, 2020

Decoding-Energy Optimal Video Encoding For x265.

Christian Herglotz, Marco Bader, Kristian Fischer, André Kaup

Proceedings of the 22nd IEEE International Workshop on Multimedia Signal Processing, 2020

Video Coding for Machines with Feature-Based Rate-Distortion Optimization.

Kristian Fischer, Fabian Brand, Christian Herglotz, André Kaup

Proceedings of the 22nd IEEE International Workshop on Multimedia Signal Processing, 2020

Enhanced Image Reconstruction From Quarter Sampling Measurements Using An Adapted Very Deep Super Resolution Network.

Simon Grosche, Kristian Fischer, Fabian Brand, Jürgen Seiler, André Kaup

Proceedings of the IEEE International Conference on Image Processing, 2020

On Intra Video Coding And In-Loop Filtering For Neural Object Detection Networks.

Kristian Fischer, Christian Herglotz, André Kaup

Proceedings of the IEEE International Conference on Image Processing, 2020