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Prathmesh Madhu
Prathmesh Madhu
PhD, Pattern Recognition Lab, FAU-Erlangen-Nuernberg
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Deep learning-based quantification of pulmonary hemosiderophages in cytology slides
C Marzahl, M Aubreville, CA Bertram, J Stayt, AK Jasensky, ...
Scientific Reports 10 (1), 9795, 2020
462020
Recognizing Characters in Art History Using Deep Learning
P Madhu, R Kosti, L Mührenberg, P Bell, A Maier, V Christlein
Proceedings of the 1st Workshop on Structuring and Understanding of …, 2019
352019
Understanding Compositional Structures in Art Historical Images Using Pose and Gaze Priors: Towards Scene Understanding in Digital Art History
P Madhu, T Marquart, R Kosti, P Bell, A Maier, V Christlein
European Conference on Computer Vision, 109-125, 2020
162020
Enhancing human pose estimation in ancient vase paintings via perceptually-grounded style transfer learning
P Madhu, A Villar-Corrales, R Kosti, T Bendschus, C Reinhardt, P Bell, ...
ACM Journal on Computing and Cultural Heritage 16 (1), 1-17, 2022
152022
ODOR: The ICPR2022 ODeuropa Challenge on Olfactory Object Recognition
M Zinnen, P Madhu, R Kosti, P Bell, A Maier, V Christlein
2022 26th International Conference on Pattern Recognition (ICPR), 4989-4994, 2022
82022
One-Shot Object Detection in Heterogeneous Artwork Datasets
P Madhu, A Meyer, M Zinnen, L Mührenberg, D Suckow, T Bendschus, ...
2022 Eleventh International Conference on Image Processing Theory, Tools and …, 2022
52022
Towards Image Caption Generation for Art Historical Data
J Gupta, P Madhu, R Kosti, P Bell, A Maier, V Christlein
52020
ICC++: Explainable feature learning for art history using image compositions
P Madhu, T Marquart, R Kosti, D Suckow, P Bell, A Maier, V Christlein
Pattern Recognition 136, 109153, 2023
42023
Effect of Random Histogram Equalization on Breast Calcification Analysis Using Deep Learning
AB Panambur, P Madhu, A Maier
Bildverarbeitung für die Medizin 2022: Proceedings, German Workshop on …, 2022
42022
ARIN: Adaptive Resampling and Instance Normalization for Robust Blind Inpainting of Dunhuang Cave Paintings
A Schmidt, P Madhu, A Maier, V Christlein, R Kosti
2022 Eleventh International Conference on Image Processing Theory, Tools and …, 2022
32022
Digital heritage reconstruction using deep learning-based super-resolution
PR Madhu, MV Joshi
Heritage Preservation: A Computational Approach, 67-86, 2018
32018
SniffyArt: The Dataset of Smelling Persons
M Zinnen, A Hussian, H Tran, P Madhu, A Maier, V Christlein
Proceedings of the 5th Workshop on analySis, Understanding and proMotion of …, 2023
22023
Transfer Learning for Olfactory Object Detection
M Zinnen, P Madhu, P Bell, A Maier, V Christlein
arXiv preprint arXiv:2301.09906, 2023
22023
An unobtrusive quality supervision approach for medical image annotation
S Kunzmann, M Öttl, P Madhu, F Denzinger, A Maier
arXiv preprint arXiv:2211.06146, 2022
12022
Deep Learning Based Attribute Representation in Ancient Vase Paintings
T Bendschus, P Madhu
DH2020, 2020
12020
Attention-Guided Erasing: A Novel Augmentation Method for Enhancing Downstream Breast Density Classification
AB Panambur, H Yu, S Bhat, P Madhu, S Bayer, A Maier
arXiv preprint arXiv:2401.03912, 2024
2024
Attention-Guided Erasing: A Novel Augmentation Method for Enhancing Downstream Breast Density Classification
A Bhandary Panambur, H Yu, S Bhat, P Madhu, S Bayer, A Maier
arXiv e-prints, arXiv: 2401.03912, 2024
2024
Classification of Luminal Subtypes in Full Mammogram Images Using Transfer Learning
AB Panambur, P Madhu, A Maier
arXiv preprint arXiv:2301.09282, 2023
2023
Concepts to Computational Constructs: Advanced Scene Understanding for Heterogeneous Artworks Using Deep Learning
P Madhu
Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU), 2023
2023
Classification of Luminal Subtypes in Full Mammogram Images Using Transfer Learning
A Bhandary Panambur, P Madhu, A Maier
arXiv e-prints, arXiv: 2301.09282, 2023
2023
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