Christian Bartz

According to our database, Christian Bartz authored at least 20 papers between 2016 and 2022.

Collaborative distances:

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

2022

Reducing the annotation burden: deep learning for optical character recognition using less manual annotations.

Christian Bartz

PhD thesis, 2022

Weakly Supervised Scene Text Detection using Deep Reinforcement Learning.

Emanuel Metzenthin, Christian Bartz, Christoph Meinel

CoRR, 2022

Synthesis in Style: Semantic Segmentation of Historical Documents using Synthetic Data.

Christian Bartz, Hendrik Rätz, Jona Otholt, Christoph Meinel, Haojin Yang

Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021

Synthesis in Style: Semantic Segmentation of Historical Documents using Synthetic Data.

Christian Bartz, Hendrik Rätz, Haojin Yang, Joseph Bethge, Christoph Meinel

CoRR, 2021

MeliusNet: An Improved Network Architecture for Binary Neural Networks.

Joseph Bethge, Christian Bartz, Haojin Yang, Ying Chen, Christoph Meinel

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

One Model to Reconstruct Them All: A Novel Way to Use the Stochastic Noise in StyleGAN.

Christian Bartz, Joseph Bethge, Haojin Yang, Christoph Meinel

Proceedings of the 32nd British Machine Vision Conference 2021, 2021

2020

MeliusNet: Can Binary Neural Networks Achieve MobileNet-level Accuracy?

Joseph Bethge, Christian Bartz, Haojin Yang, Ying Chen, Christoph Meinel

CoRR, 2020

BMXNet 2: An Open Source Framework for Low-bit Networks - Reproducing, Understanding, Designing and Showcasing.

Joseph Bethge, Christian Bartz, Haojin Yang, Christoph Meinel

Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020

Semantic Analysis of Cultural Heritage Data: Aligning Paintings and Descriptions in Art-Historic Collections.

Nitisha Jain, Christian Bartz, Tobias Bredow, Emanuel Metzenthin, Jona Otholt, Ralf Krestel

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Handwriting Classification for the Analysis of Art-Historical Documents.

Christian Bartz, Hendrik Rätz, Christoph Meinel

Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Synthetic Data for the Analysis of Archival Documents: Handwriting Determination.

Christian Bartz, Laurenz Seidel, Duy-Hung Nguyen, Joseph Bethge, Haojin Yang, Christoph Meinel

Proceedings of the Digital Image Computing: Techniques and Applications, 2020

2019

KISS: Keeping It Simple for Scene Text Recognition.

Christian Bartz, Joseph Bethge, Haojin Yang, Christoph Meinel

CoRR, 2019

2018

Learning to Train a Binary Neural Network.

Joseph Bethge, Haojin Yang, Christian Bartz, Christoph Meinel

CoRR, 2018

LoANs: Weakly Supervised Object Detection with Localizer Assessor Networks.

Christian Bartz, Haojin Yang, Joseph Bethge, Christoph Meinel

Proceedings of the Computer Vision - ACCV 2018 Workshops, 2018

SEE: Towards Semi-Supervised End-to-End Scene Text Recognition.

Christian Bartz, Haojin Yang, Christoph Meinel

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2017

STN-OCR: A single Neural Network for Text Detection and Text Recognition.

Christian Bartz, Haojin Yang, Christoph Meinel

CoRR, 2017

BMXNet: An Open-Source Binary Neural Network Implementation Based on MXNet.

Haojin Yang, Martin Fritzsche, Christian Bartz, Christoph Meinel

Proceedings of the 2017 ACM on Multimedia Conference, 2017

Language Identification Using Deep Convolutional Recurrent Neural Networks.

Christian Bartz, Tom Herold, Haojin Yang, Christoph Meinel

Proceedings of the Neural Information Processing - 24th International Conference, 2017

2016

SceneTextReg: A Real-Time Video OCR System.

Haojin Yang, Cheng Wang, Christian Bartz, Christoph Meinel

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016

Image Captioning with Deep Bidirectional LSTMs.

Cheng Wang, Haojin Yang, Christian Bartz, Christoph Meinel

Proceedings of the 2016 ACM Conference on Multimedia Conference, 2016