Brand, Fabian

• Simon Grosche, Kristian Fischer, Fabian Brand, Jürgen Seiler, André Kaup: Top Viewed Q&A Paper Award (1st place) (IEEE International Conference on Image Processing) – 2020
• Fabian Brand, Jürgen Seiler, André Kaup: Best Paper Award (Picture Coding Symposium, Ningbo, China) – 2019

2022

• Brand F., Fischer K., Kopte A., Kaup A.:
  Learning True Rate-Distortion-Optimization for End-To-End Image Compression
  Data Compression Conference (DCC) (Snowbird, UT)
  In: DCC 2022: 2022 DATA COMPRESSION CONFERENCE (DCC), NEW YORK: 2022
  DOI: 10.1109/DCC52660.2022.00054
  BibTeX: Download
• Brand F., Fischer K., Kopte A., Windsheimer M., Kaup A.:
  RDONet: Rate-Distortion Optimized Learned Image Compression with Variable Depth
  2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022 (New Orleans, LA, USA, 19. Juni 2022 - 20. Juni 2022)
  In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops 2022
  DOI: 10.1109/CVPRW56347.2022.00186
  BibTeX: Download
• Brand F., Fischer K., Kopte A., Windsheimer M., Kaup A.:
  RDONet: Rate-Distortion Optimized Learned Image Compression With Variable Depth
  IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops (New Orleans, 19. Juni 2022 - 23. Juni 2022)
  DOI: 10.1109/CVPRW56347.2022.00186
  URL: https://ieeexplore.ieee.org/document/9857403
  BibTeX: Download
• Brand F., Herglotz C., Kaup A.:
  A LOW-PARAMETRIC MODEL FOR BIT-RATE ESTIMATION OF VVC RESIDUAL CODING
  47th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 (Online, 23. Mai 2022 - 27. Mai 2022)
  In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2022
  DOI: 10.1109/ICASSP43922.2022.9747694
  BibTeX: Download
• Fischer K., Brand F., Herglotz C., Kaup A.:
  Learning Frequency-Specific Quantization Scaling in VVC for Standard-Compliant Task-Driven Image Coding
  IEEE International Conference on Image Processing (ICIP) (Bordeaux, 16. Oktober 2022 - 19. Oktober 2022)
  BibTeX: Download
• Fischer K., Brand F., Kaup A.:
  Boosting Neural Image Compression for Machines Using Latent Space Masking
  In: IEEE Transactions on Circuits and Systems For Video Technology (2022)
  ISSN: 1051-8215
  Open Access: https://arxiv.org/abs/2112.08168
  BibTeX: Download
• Gruber M., Brand F., Mosebach A., Seiler J., Kaup A.:
  Domain Adaptation for Unknown Image Distortions in Instance Segmentation
  IEEE International Conference on Image Processing (ICIP) (Bordeaux, 16. Oktober 2022 - 19. Oktober 2022)
  DOI: 10.1109/ICIP46576.2022.9897339
  URL: https://arxiv.org/abs/2210.02386
  BibTeX: Download

2021

• Brand F., Fischer K., Kaup A.:
  Rate-Distortion Optimized Learning-Based Image Compression using an Adaptive Hierachical Autoencoder with Conditional Hyperprior
  IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (Virtual, 19. Juni 2021 - 25. Juni 2021)
  BibTeX: Download
• Brand F., Seiler J., Kaup A.:
  Intra To Inter: Towards Intra Prediction for Learning-Based Video Coders Using Optical Flow
  2021 IEEE International Conference on Image Processing (ICIP) (Anchorage, AK, USA, 19. September 2021 - 22. September 2021)
  In: Proc. 2021 IEEE International Conference on Image Processing (ICIP) 2021
  DOI: 10.1109/ICIP42928.2021.9506274
  BibTeX: Download
• Brand F., Seiler J., Kaup A.:
  Switchable Motion Models for Non-Block-Based Inter Prediction in Learning-Based Video Coding
  Picture Coding Symposium (PCS) (Bristol (Virtual), 29. Juni 2021 - 2. Juli 2021)
  BibTeX: Download
• Grosche S., Brand F., Kaup A.:
  A Novel End-To-End Network for Reconstruction of Non-Regularly Sampled Image Data Using Locally Fully Connected Layers
  23rd International Workshop on Multimedia Signal Processing (MMSP) (Tampere, Finland, 6. Oktober 2021 - 8. Oktober 2021)
  DOI: 10.1109/MMSP53017.2021.9733541
  BibTeX: Download

2020

• Brand F., Seiler J., Alshina E., Kaup A.:
  A Triangulation-Based Backward Adaptive Motion Field Subsampling Scheme
  IEEE 22nd Workshop on Multimedia Signal Processing (MMSP) (Tampere (Virtual Conference), 21. September 2020 - 24. September 2020)
  BibTeX: Download
• Brand F., Seiler J., Kaup A.:
  Intra-Frame Coding Using a Conditional Autoencoder
  In: IEEE Journal of Selected Topics in Signal Processing (2020), S. 1-1
  ISSN: 1932-4553
  DOI: 10.1109/JSTSP.2020.3034768
  BibTeX: Download
• Brand F., Seiler J., Kaup A.:
  Introducing Latent Space Correlation to Conditional Autoencoders for Intra Prediction
  2020 IEEE International Conference on Visual Communications and Image Processing (VCIP) (Macau (Virtual Conference), 1. Dezember 2020 - 4. August 2020)
  BibTeX: Download
• Fischer K., Brand F., Herglotz C., Kaup A.:
  Video Coding for Machines with Feature-Based Rate-Distortion Optimization
  IEEE International Workshop on Multimedia Signal Processing (MMSP) (Tampere (Virtual Conference), 21. September 2020 - 24. September 2020)
  DOI: 10.1109/MMSP48831.2020.9287136
  BibTeX: Download
• Grosche S., Fischer K., Brand F., Seiler J., Kaup A.:
  Enhanced Image Reconstruction From Quarter Sampling Measurements Using an Adapted Very Deep Super Resolution Network
  IEEE International Conference on Image Processing (ICIP) (Abu Dhabi (Virtual Conference), 25. Oktober 2020 - 28. Oktober 2020)
  DOI: 10.1109/icip40778.2020.9191047
  BibTeX: Download

2019

• Brand F., Seiler J., Kaup A.:
  Intra Frame Prediction for Video Coding Using a Conditional Autoencoder Approach
  Picture Coding Symposium (PCS) (Ningbo, 12. November 2019 - 15. November 2019)
  DOI: 10.1109/PCS48520.2019.8954546
  BibTeX: Download
• Müller M., Weiß C., Brand F.:
  Mid-Level Chord Transition Features for Musical Style Analysis
  In: Proceedings of the {IEEE} International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, UK: 2019
  BibTeX: Download

2017

• Bätz M., Brand F., Eichenseer A., Kaup A.:
  Motion Compensated Frame Rate Up-Conversion Using 3D Frequency Selective Extrapolation and a Multi-Layer Consistency Check
  IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) (New Orleans, LA, 5. März 2017 - 9. März 2017)
  DOI: 10.1109/ICASSP.2017.7952397
  BibTeX: Download