Philipp Gräbel

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

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2022

Automated analysis of haematopoietic cells in bone marrow microscopy images.

Philipp Gräbel

PhD thesis, 2022

Spatial Maturity Regression for the Classification of Hematopoietic Cells.

Philipp Gräbel, Julian Thull, Martina Crysandt, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof

Proceedings of the Eleventh International Conference on Image Processing Theory, 2022

Analysis of automatically generated embedding guides for cell classification.

Philipp Gräbel, Julian Thull, Martina Crysandt, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof

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.

Philipp Gräbel, Martina Crysandt, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof

Proceedings of the Pattern Recognition and Artificial Intelligence, 2022

Automatic Embedding Interventions for the Classification of Hematopoietic Cells.

Philipp Gräbel, Julian Thull, Martina Crysandt, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof

Proceedings of the 26th International Conference on Pattern Recognition, 2022

2021

Surrounding Cell Suppression For Unsupervised Representation Learning In Hematological Cell Classification.

Philipp Gräbel, Ina Laube, Martina Crysandt, Reinhild Herwartz, Melanie Baumann, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Guided Representation Learning for the Classification of Hematopoietic Cells.

Philipp Gräbel, Martina Crysandt, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof

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.

Philipp Gräbel, Ina Laube, Martina Crysandt, Reinhild Herwartz, Melanie Baumann, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof

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.

Philipp Gräbel, Martina Crysandt, Reinhild Herwartz, Melanie Baumann, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof

Proceedings of the Bildverarbeitung für die Medizin 2021, 2021

2020

Circular Anchors for the Detection of Hematopoietic Cells Using Retinanet.

Philipp Gräbel, Özcan Özkan, Martina Crysandt, Reinhild Herwartz, Melanie Baumann, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Systematic Analysis And Automated Search Of Hyper-Parameters For Cell Classifier Training.

Philipp Gräbel, Gregor Nickel, Martina Crysandt, Reinhild Herwartz, Melanie Baumann, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof

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.

Philipp Gräbel, Martina Crysandt, Reinhild Herwartz, Melanie Hoffmann, Barbara Mara Klinkhammer, Peter Boor, Tim H. Brümmendorf, Dorit Merhof

Proceedings of the Computational Pathology and Ophthalmic Medical Image Analysis, 2018

Robust Statistics for Feature-based Active Appearance Models.

Marcin Kopaczka, Philipp Gräbel, Dorit Merhof

Proceedings of the 15th International Joint Conference on e-Business and Telecommunications, 2018

2015

Feature detectors and descriptors for fisher vectors.

Iris Heisterklaus, Philipp Gräbel

Proceedings of the IEEE 5th International Conference on Consumer Electronics - Berlin, 2015