Katharina Löffler
Karlsruhe Institute of Technology(DE)
Publications by Year
Research Areas
Cell Image Analysis Techniques, AI in cancer detection, Image Processing Techniques and Applications, Video Surveillance and Tracking Methods, Environmental Monitoring and Data Management
Most-Cited Works
- → The Cell Tracking Challenge: 10 years of objective benchmarking(2023)200 cited
- → Cell segmentation and tracking using CNN-based distance predictions and a graph-based matching strategy(2020)96 cited
- → CoNIC Challenge: Pushing the frontiers of nuclear detection, segmentation, classification and counting(2023)51 cited
- → EmbryoMiner: A new framework for interactive knowledge discovery in large-scale cell tracking data of developing embryos(2018)40 cited
- → EmbedTrack—Simultaneous Cell Segmentation and Tracking Through Learning Offsets and Clustering Bandwidths(2022)39 cited
- → Allgäu reloaded(2017)28 cited
- → A graph-based cell tracking algorithm with few manually tunable parameters and automated segmentation error correction(2021)28 cited
- → On Improving an Already Competitive Segmentation Algorithm for the Cell Tracking Challenge - Lessons Learned(2021)11 cited
- → Ciscnet - a Single-Branch Cell Nucleus Instance Segmentation and Classification Network(2022)9 cited