145 citations
- Technische Universität BerlinDE7 papers
- Freie Universität BerlinDE3 papers
- Istituto Nazionale di Fisica Nucleare, Sezione di BolognaIT2 papers
- The University of TokyoJP2 papers
- University of Duisburg-EssenDE2 papers
- Brigham and Women's HospitalUS1 paper
- Bulgarian Academy of SciencesBG1 paper
- Center of Advanced European Studies and ResearchDE1 paper
- Charité - Universitätsmedizin BerlinDE1 paper
- Dana-Farber Brigham Cancer CenterUS1 paper
- Dana-Farber Cancer InstituteUS1 paper
- Einstein Center Digital FutureDE1 paper
4 papers · 1 filter
The Influence of Faulty Labels in Data Sets on Human Pose Estimation
Arnold Schwarz, Levente Hernadi, Felix Bießmann +1
In this study we provide empirical evidence demonstrating that the quality of training data impacts model performance in Human Pose Estimation (HPE). Inaccurate labels in widely us…
Multisensor Data Fusion for Automatized Insect Monitoring (KInsecta)
Martin Tschaikner, Danja Brandt, Henning Schmidt +7
Insect populations are declining globally, making systematic monitoring essential for conservation. Most classical methods involve death traps and counter insect conservation. This…
Low Cost Machine Vision for Insect Classification
Danja Brandt, Martin Tschaikner, Teodor Chiaburu +5
Preserving the number and diversity of insects is one of our society's most important goals in the area of environmental sustainability. A prerequisite for this is a systematic and…
Data Augmentation Scheme for Raman Spectra with Highly Correlated Annotations
Christoph Lange, Isabel Thiele, Lara Santolin +4
In biotechnology Raman Spectroscopy is rapidly gaining popularity as a process analytical technology (PAT) that measures cell densities, substrate- and product concentrations. As i…