Joachim Hornegger
Computer Vision and Pattern Recognition · 2009–2019
A researcher in the Science corpus: 11 papers; trusts 30 researchers and is trusted by 2 researchers here, as inferred from the citation graph.
Subfields
- Computer Vision and Pattern Recognition — 87 citations into it; #19,450 of 21,575 by trust here, #8,831 by citations
- Radiology, Nuclear Medicine and Imaging — 56 citations into it
- Ophthalmology — 43 citations into it
- Reinforcement Learning — 8 citations into it
- Statistics and Probability — 5 citations into it
Whom Joachim Hornegger trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- John F. Canny
- Yoshua Bengio
- Radford M. Neal
- Yann LeCun
- Longxin Lin
- Geoffrey E. Hinton
- Bashir Al-Diri
Who trusts Joachim Hornegger overall
Papers from Joachim Hornegger's perspective
Ordered by how strongly the researchers Joachim Hornegger trusts endorse each paper. Same corpus, a different order for every researcher.
- ImageNet classification with deep convolutional neural networks
- Gradient-based learning applied to document recognition
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Fully convolutional networks for semantic segmentation
- Long Short-Term Memory
- Attention is All you Need (Neural Information Processing Systems)
- ImageNet: A large-scale hierarchical image database
- Learning Multiple Layers of Features from Tiny Images
- Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift (International Conference on Machine Learning)
Their papers
- An Artificial Agent for Anatomical Landmark Detection in Medical Images (2016) — 149 citations
- Multi-Scale Deep Reinforcement Learning for Real-Time 3D-Landmark Detection in CT Scans (2019) — 299 citations
- Towards intelligent robust detection of anatomical structures in incomplete volumetric data (2018) — 37 citations
- Split-spectrum amplitude-decorrelation angiography with optical coherence tomography (2012) — 1,718 citations
- Motion correction in optical coherence tomography volumes on a per A-scan basis using orthogonal scan patterns (2012) — 373 citations
- Quantitative optical coherence tomography angiography of vascular abnormalities in the living human eye (2015) — 663 citations
- Medical Image Computing and Computer-Assisted Intervention -- MICCAI 2015 (2015) — 372 citations
- Retinal vessel segmentation by improved matched filtering: evaluation on a new high-resolution fundus image database (2013) — 461 citations
- Robust Vessel Segmentation in Fundus Images (2013) — 668 citations
- Glaucoma risk index: Automated glaucoma detection from color fundus images (2010) — 414 citations
- Comparison and Evaluation of Methods for Liver Segmentation From CT Datasets (2009) — 1,124 citations