Fabian Brand

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 37

Top Topics

Intra Prediction

Forensic Analysis

Image Compression

Top Venues

Publications

Andy Regensky, Fabian Brand, André Kaup
Analysis of Neural Video Compression Networks for 360-Degree Video Coding. PCS (2024)
Marc Windsheimer, Fabian Brand, André Kaup
Multiscale Augmented Normalizing Flows for Image Compression. ICASSP (2024)
Christian Herglotz, Hannah Och, Anna Meyer, Geetha Ramasubbu, Lena Eichermüller, Matthias Kränzler, Fabian Brand, Kristian Fischer, Dat Thanh Nguyen, Andy Regensky, André Kaup
The Bjøntegaard Bible Why Your Way of Comparing Video Codecs May Be Wrong. IEEE Trans. Image Process. 33 (2024)
Sandra Bergmann, Denise Moussa, Fabian Brand, André Kaup, Christian Riess
Forensic analysis of AI-compression traces in spatial and frequency domain. Pattern Recognit. Lett. 180 (2024)
Fabian Brand, Jürgen Seiler, Johannes Sauer, Elena Alshina, André Kaup
Adaptive Variance-Threshold-Based Skip Modes for Learned Video Compression Using a Motion Complexity Criterion. PCS (2024)
Christian Herglotz, Fabian Brand, Andy Regensky, Felix Rievel, André Kaup
Processing Energy Modeling For Neural Network Based Image Compression. ICIP (2023)
Sandra Bergmann, Denise Moussa, Fabian Brand, André Kaup, Christian Riess
Frequency-Domain Analysis of Traces for the Detection of AI-based Compression. IWBF (2023)
Anna Meyer, Fabian Brand, André Kaup
Learned Wavelet Video Coding Using Motion Compensated Temporal Filtering. IEEE Access 11 (2023)
Marc Windsheimer, Fabian Brand, André Kaup
Multiscale Augmented Normalizing Flows for Image Compression. CoRR (2023)
Kristian Fischer, Fabian Brand, Christian Blum, André Kaup
Saliency-Driven Hierarchical Learned Image Coding for Machines. ICASSP (2023)
Fabian Brand, Alexander Kopte, Kristian Fischer, André Kaup
Spatially-Adaptive Learning-Based Image Compression with Hierarchical Multi-Scale Latent Spaces. ICIP (2023)
Fabian Brand, Christian Herglotz, André Kaup
On Interpolation of Subjective Rate-Distortion Curves for Video Coder Comparison. QoMEX (2023)
Simon Grosche, Fabian Brand, André Kaup
A Novel End-To-End Network for Reconstruction of Non-Regularly Sampled Image Data Using Locally Fully Connected Layers. CoRR (2022)
Fabian Brand, Jürgen Seiler, André Kaup
P-Frame Coding with Generalized Difference: A Novel Conditional Coding Approach. ICIP (2022)
Maximiliane Gruber, Fabian Brand, Alina Mosebach, Jürgen Seiler, André Kaup
Domain Adaptation for Unknown Image Distortions in Instance Segmentation. ICIP (2022)
Fabian Brand, Kristian Fischer, Alexander Kopte, André Kaup
Learning True Rate-Distortion-Optimization for End-To-End Image Compression. CoRR (2022)
Fabian Brand, Christian Herglotz, André Kaup
A Low-Parametric Model for Bit-Rate Estimation of VVC Residual Coding. ICASSP (2022)
Kristian Fischer, Fabian Brand, Christian Herglotz, André Kaup
Video Coding for Machines with Feature-Based Rate-Distortion Optimization. CoRR (2022)
Fabian Brand, Kristian Fischer, Alexander Kopte, André Kaup
Learning True Rate-Distortion-Optimization for End-To-End Image Compression. DCC (2022)
Kristian Fischer, Fabian Brand, Christian Herglotz, André Kaup
Learning Frequency-Specific Quantization Scaling in VVC for Standard-Compliant Task-Driven Image Coding. ICIP (2022)
Fabian Brand, Jürgen Seiler, André Kaup
On Benefits and Challenges of Conditional Interframe Video Coding in Light of Information Theory. CoRR (2022)
Fabian Brand, Kristian Fischer, Alexander Kopte, Marc Windsheimer, André Kaup
RDONet: Rate-Distortion Optimized Learned Image Compression with Variable Depth. CVPR Workshops (2022)
Fabian Brand, Jürgen Seiler, André Kaup
On Benefits and Challenges of Conditional Interframe Video Coding in Light of Information Theory. PCS (2022)
Fabian Brand, Kristian Fischer, André Kaup
Rate-Distortion Optimized Learning-Based Image Compression Using an Adaptive Hierachical Autoencoder With Conditional Hyperprior. CVPR Workshops (2021)
Fabian Brand, Jürgen Seiler, André Kaup
Generalized Difference Coder: A Novel Conditional Autoencoder Structure for Video Compression. CoRR (2021)
Fabian Brand, Jürgen Seiler, André Kaup
Intra-Frame Coding Using a Conditional Autoencoder. IEEE J. Sel. Top. Signal Process. 15 (2) (2021)
Simon Grosche, Fabian Brand, André Kaup
A Novel End-To-End Network for Reconstruction of Non-Regularly Sampled Image Data Using Locally Fully Connected Layers. MMSP (2021)
Fabian Brand, Jürgen Seiler, André Kaup
Intra To Inter: Towards Intra Prediction for Learning-Based Video Coders Using Optical Flow. ICIP (2021)
Fabian Brand, Jürgen Seiler, André Kaup
Switchable Motion Models for Non-Block-Based Inter Prediction in Learning-Based Video Coding. PCS (2021)
Joseph Glessner, Xiurui Hou, Cheng Zhong, Jie Zhang, Munir Khan, Fabian Brand, Peter Krawitz, Patrick Sleiman, Hakon Hakonarson, Zhi Wei
DeepCNV: a deep learning approach for authenticating copy number variations. Briefings Bioinform. 22 (5) (2021)
Kristian Fischer, Fabian Brand, Christian Herglotz, André Kaup
Video Coding for Machines with Feature-Based Rate-Distortion Optimization. MMSP (2020)
Fabian Brand, Jürgen Seiler, André Kaup
Introducing Latent Space Correlation to Conditional Autoencoders for Intra Prediction. VCIP (2020)
Fabian Brand, Jürgen Seiler, Elena Alshina, André Kaup
A Triangulation-Based Backward Adaptive Motion Field Subsampling Scheme. MMSP (2020)
Simon Grosche, Kristian Fischer, Fabian Brand, Jürgen Seiler, André Kaup
Enhanced Image Reconstruction From Quarter Sampling Measurements Using An Adapted Very Deep Super Resolution Network. ICIP (2020)
Christof Weiß, Fabian Brand, Meinard Müller
Mid-level Chord Transition Features for Musical Style Analysis. ICASSP (2019)
Fabian Brand, Jürgen Seiler, André Kaup
Intra Frame Prediction for Video Coding Using a Conditional Autoencoder Approach. PCS (2019)
Michel Bätz, Fabian Brand, Andrea Eichenseer, André Kaup
Motion compensated frame rate up-conversion using 3D frequency selective extrapolation and a multi-layer consistency check. ICASSP (2017)