Krull, Alexander
- Noise2Void - Learning Denoising from Single Noisy Images
2018/11/27 by Alexander Krull, Krull, Alexander, Tim-Oliver Buchholz +3 · 46 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Engineering · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image and Signal Denoising Methods
- DSAC - Differentiable RANSAC for Camera Localization
2016/11/17 by Eric Brachmann, Alexander Krull, Brachmann, Eric +11 · 36 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics and Sensor-Based Localization
- Learning Analysis-by-Synthesis for 6D Pose Estimation in RGB-D Images
2015/08/19 by Alexander Krull, Eric Brachmann, Krull, Alexander +9 · 8 citations
Engineering · #Robotics and Sensor-Based Localization #Industrial Vision Systems and Defect Detection #Robot Manipulation and Learning
- μSplit: efficient image decomposition for microscopy data
2022/11/23 by Ashesh Ashesh, Alexander Krull, Ashesh +7 · 3 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #AI in cancer detection #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG)
- DenoiSeg: Joint Denoising and Segmentation
2020/05/06 by Buchholz, Tim-Oliver, Prakash, Mangal, Krull, Alexander +1 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- WiNet: Wavelet-based Incremental Learning for Efficient Medical Image Registration
2024/07/18 by Xinxing Cheng, Xi Jia, Cheng, Xinxing +11 · 1 citation
Computer Science · Neuroscience · #AI in cancer detection #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
- ShapeEmbed: a self-supervised learning framework for 2D contour quantification
2025/07/01 by Anna Foix Romero, Romero, Anna Foix, Craig Russell +5 · 1 voice · 1 citation
#cs.CV #q-bio.QM