Philipp Gräbel

According to our database1, Philipp Gräbel authored at least 14 papers between 2015 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

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PhD thesis 
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Links

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Bibliography

2022
Automated analysis of haematopoietic cells in bone marrow microscopy images.
PhD thesis, 2022

Spatial Maturity Regression for the Classification of Hematopoietic Cells.
Proceedings of the Eleventh International Conference on Image Processing Theory, 2022

Analysis of automatically generated embedding guides for cell classification.
Proceedings of the Eleventh International Conference on Image Processing Theory, 2022

Ordinal Classification and Regression Techniques for Distinguishing Neutrophilic Cell Maturity Stages in Human Bone Marrow.
Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

Automatic Embedding Interventions for the Classification of Hematopoietic Cells.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021
Surrounding Cell Suppression For Unsupervised Representation Learning In Hematological Cell Classification.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Guided Representation Learning for the Classification of Hematopoietic Cells.
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshops, 2021

Rotation Invariance for Unsupervised Cell Representation Learning - Analysis of The Impact of Enforcing Rotation Invariance or Equivariance on Representation for Cell Classification.
Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

Reduction of Stain Variability in Bone Marrow Microscopy Images - Influence of Augmentation and Normalization Methods on Detection and Classification of Hematopoietic Cells.
Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

2020
Circular Anchors for the Detection of Hematopoietic Cells Using Retinanet.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Systematic Analysis And Automated Search Of Hyper-Parameters For Cell Classifier Training.
Proceedings of the 2020 IEEE 17th International Symposium on Biomedical Imaging Workshops (ISBI Workshops), 2020

2018
Evaluating Out-of-the-Box Methods for the Classification of Hematopoietic Cells in Images of Stained Bone Marrow.
Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

Robust Statistics for Feature-based Active Appearance Models.
Proceedings of the 15th International Joint Conference on e-Business and Telecommunications, 2018

2015
Feature detectors and descriptors for fisher vectors.
Proceedings of the IEEE 5th International Conference on Consumer Electronics - Berlin, 2015


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