Concepedia

Fabian Brand

FB

12

Publications

229

Citations

11

H-Index

2019

Active since

Affiliations

Friedrich-Alexander-Universität Erlangen-Nürnberg(Current)

Fabian Brand is an author at Friedrich-Alexander-Universität Erlangen-Nürnberg specializing in engineering, computer vision, and deep learning.

Top concepts

EngineeringDeep LearningImage AnalysisComputer VisionComputer ScienceMachine LearningMachine VisionData ScienceVideo ProcessingComputer Engineering

Publications per year

2019–2025

12

Publications

12

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

Kristian Fischer, Fabian Brand, Christian Herglotz et al. · 2020 · 49 citations · Full text

Machine Vision, Image Analysis, Engineering +14

DeepCNV: a deep learning approach for authenticating copy number variations

Joseph Glessner, Xiurui Hou, Cheng Zhong et al. · Briefings in Bioinformatics · 2021 · 24 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +20

Intra-Frame Coding Using a Conditional Autoencoder

Fabian Brand, Jürgen Seiler, André Kaup · IEEE Journal of Selected Topics in Signal Processing · 2020 · 23 citations · Full text

Engineering, Machine Learning, Autoencoders +16

Boosting Neural Image Compression for Machines Using Latent Space Masking

Kristian Fischer, Fabian Brand, André Kaup · IEEE Transactions on Circuits and Systems for Video Technology · 2022 · 23 citations

Rate-Distortion Optimized Learning-Based Image Compression using an Adaptive Hierachical Autoencoder with Conditional Hyperprior

Fabian Brand, Kristian Fischer, André Kaup · 2021 · 20 citations

Modern Image, Lossy Compression, Image Analysis +14

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