Fabian Brand

According to our database, Fabian Brand authored at least 34 papers between 2017 and 2024.

Collaborative distances:

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

2024

Conditional Coding in Learned Image and Video Compression.

Fabian Brand

PhD thesis, 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

Conditional Residual Coding: A Remedy for Bottleneck Problems in Conditional Inter Frame Coding.

Fabian Brand, Jürgen Seiler, André Kaup

IEEE Trans. Circuits Syst. Video Technol., 2024

Forensic analysis of AI-compression traces in spatial and frequency domain.

Sandra Bergmann, Denise Moussa, Fabian Brand, André Kaup, Christian Riess

Pattern Recognit. Lett., 2024

Analysis of Neural Video Compression Networks for 360-Degree Video Coding.

Andy Regensky, Fabian Brand, André Kaup

Proceedings of the Picture Coding Symposium, 2024

Adaptive Variance-Threshold-Based Skip Modes for Learned Video Compression Using a Motion Complexity Criterion.

Fabian Brand, Jürgen Seiler, Johannes Sauer, Elena Alshina, André Kaup

Proceedings of the Picture Coding Symposium, 2024

Multiscale Augmented Normalizing Flows for Image Compression.

Marc Windsheimer, Fabian Brand, André Kaup

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

Learned Wavelet Video Coding Using Motion Compensated Temporal Filtering.

Anna Meyer, Fabian Brand, André Kaup

IEEE Access, 2023

On Interpolation of Subjective Rate-Distortion Curves for Video Coder Comparison.

Fabian Brand, Christian Herglotz, André Kaup

Proceedings of the 15th International Conference on Quality of Multimedia Experience, 2023

Frequency-Domain Analysis of Traces for the Detection of AI-based Compression.

Sandra Bergmann, Denise Moussa, Fabian Brand, André Kaup, Christian Riess

Proceedings of the 11th International Workshop on Biometrics and Forensics, 2023

Processing Energy Modeling For Neural Network Based Image Compression.

Christian Herglotz, Fabian Brand, Andy Regensky, Felix Rievel, André Kaup

Proceedings of the IEEE International Conference on Image Processing, 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

On Benefits and Challenges of Conditional Interframe Video Coding in Light of Information Theory.

Fabian Brand, Jürgen Seiler, André Kaup

Proceedings of the Picture Coding Symposium, 2022

Domain Adaptation for Unknown Image Distortions in Instance Segmentation.

Maximiliane Gruber, Fabian Brand, Alina Mosebach, Jürgen Seiler, André Kaup

Proceedings of the 2022 IEEE International Conference on Image Processing, 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

P-Frame Coding with Generalized Difference: A Novel Conditional Coding Approach.

Fabian Brand, Jürgen Seiler, André Kaup

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

A Low-Parametric Model for Bit-Rate Estimation of VVC Residual Coding.

Fabian Brand, Christian Herglotz, 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

Intra-Frame Coding Using a Conditional Autoencoder.

Fabian Brand, Jürgen Seiler, André Kaup

IEEE J. Sel. Top. Signal Process., 2021

Generalized Difference Coder: A Novel Conditional Autoencoder Structure for Video Compression.

Fabian Brand, Jürgen Seiler, André Kaup

CoRR, 2021

DeepCNV: a deep learning approach for authenticating copy number variations.

Joseph Glessner, Xiurui Hou, Cheng Zhong, Jie Zhang, Munir Khan, Fabian Brand, Peter Krawitz, Patrick Sleiman, Hakon Hakonarson, Zhi Wei

Briefings Bioinform., 2021

Switchable Motion Models for Non-Block-Based Inter Prediction in Learning-Based Video Coding.

Fabian Brand, Jürgen Seiler, André Kaup

Proceedings of the Picture Coding Symposium, 2021

A Novel End-To-End Network for Reconstruction of Non-Regularly Sampled Image Data Using Locally Fully Connected Layers.

Simon Grosche, Fabian Brand, André Kaup

Proceedings of the 23rd International Workshop on Multimedia Signal Processing, 2021

Intra To Inter: Towards Intra Prediction for Learning-Based Video Coders Using Optical Flow.

Fabian Brand, Jürgen Seiler, André Kaup

Proceedings of the 2021 IEEE International Conference on Image Processing, 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

Introducing Latent Space Correlation to Conditional Autoencoders for Intra Prediction.

Fabian Brand, Jürgen Seiler, André Kaup

Proceedings of the 2020 IEEE International Conference on Visual Communications and Image 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

A Triangulation-Based Backward Adaptive Motion Field Subsampling Scheme.

Fabian Brand, Jürgen Seiler, Elena Alshina, 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

2019

Intra Frame Prediction for Video Coding Using a Conditional Autoencoder Approach.

Fabian Brand, Jürgen Seiler, André Kaup

Proceedings of the Picture Coding Symposium, 2019

Mid-level Chord Transition Features for Musical Style Analysis.

Christof Weiß, Fabian Brand, Meinard Müller

Proceedings of the IEEE International Conference on Acoustics, 2019

2017

Motion compensated frame rate up-conversion using 3D frequency selective extrapolation and a multi-layer consistency check.

Michel Bätz, Fabian Brand, Andrea Eichenseer, André Kaup

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017