Prathmesh Madhu

29 papers B 1Journal 18Unranked 9
YearRankTypeTitle / Venue / Authors
2025 J jnl
Attention-guided erasing for enhanced transfer learning in breast abnormality classification.
Int. J. Comput. Assist. Radiol. Surg.
Adarsh Bhandary Panambur, Sheethal Bhat, Hui Yu, Prathmesh Madhu, Siming Bayer, Andreas K. Maier
2025 J jnl
Smelly, dense, and spreaded: The Object Detection for Olfactory References (ODOR) dataset.
CoRR
Mathias Zinnen, Prathmesh Madhu, Inger Leemans, Peter Bell, Azhar Hussian, Hang Tran, Ali Hürriyetoglu, Andreas K. Maier, Vincent Christlein
2024 J jnl
ARIN: Adaptive Resampling and Instance Normalization for Robust Blind Inpainting of Dunhuang Cave Paintings.
CoRR
Alexander Schmidt, Prathmesh Madhu, Andreas K. Maier, Vincent Christlein, Ronak Kosti
2024 J jnl
Attention-Guided Erasing: A Novel Augmentation Method for Enhancing Downstream Breast Density Classification.
CoRR
Adarsh Bhandary Panambur, Hui Yu, Sheethal Bhat, Prathmesh Madhu, Siming Bayer, Andreas K. Maier
2024 — conf
Attention-guided Erasing - Novel Augmentation Method for Enhancing Downstream Breast Density Classification.
Bildverarbeitung für die Medizin
Adarsh Bhandary Panambur, Hui Yu, Sheethal Bhat, Prathmesh Madhu, Siming Bayer, Andreas K. Maier
2024 J jnl
Smelly, dense, and spreaded: The Object Detection for Olfactory References (ODOR) dataset.
Expert Syst. Appl.
Mathias Zinnen, Prathmesh Madhu, Inger Leemans, Peter Bell, Azhar Hussian, Hang Tran, Ali Hürriyetoglu, Andreas K. Maier, Vincent Christlein
2023 J jnl
Classification of Luminal Subtypes in Full Mammogram Images Using Transfer Learning.
CoRR
Adarsh Bhandary Panambur, Prathmesh Madhu, Andreas K. Maier
2023 — —
Concepts to Computational Constructs: Advanced Scene Understanding for Heterogeneous Artworks Using Deep Learning.
Prathmesh Madhu
2023 J jnl
Enhancing Human Pose Estimation in Ancient Vase Paintings via Perceptually-grounded Style Transfer Learning.
ACM Journal on Computing and Cultural Heritage
Prathmesh Madhu, Angel Villar-Corrales, Ronak Kosti, Torsten Bendschus, Corinna Reinhardt, Peter Bell, Andreas K. Maier, Vincent Christlein
2023 J jnl
ICC++: Explainable feature learning for art history using image compositions.
Pattern Recognit.
Prathmesh Madhu, Tilman Marquart, Ronak Kosti, Dirk Suckow, Peter Bell, Andreas K. Maier, Vincent Christlein
2023 J jnl
ODOR: The ICPR2022 ODeuropa Challenge on Olfactory Object Recognition.
CoRR
Mathias Zinnen, Prathmesh Madhu, Ronak Kosti, Peter Bell, Andreas K. Maier, Vincent Christlein
2023 — conf
SniffyArt: The Dataset of Smelling Persons.
SUMAC @ ACM Multimedia
Mathias Zinnen, Azhar Hussian, Hang Tran, Prathmesh Madhu, Andreas K. Maier, Vincent Christlein
2023 J jnl
SniffyArt: The Dataset of Smelling Persons.
CoRR
Mathias Zinnen, Azhar Hussian, Hang Tran, Prathmesh Madhu, Andreas K. Maier, Vincent Christlein
2023 J jnl
Transfer Learning for Olfactory Object Detection.
CoRR
Mathias Zinnen, Prathmesh Madhu, Peter Bell, Andreas K. Maier, Vincent Christlein
2022 — conf
ARIN: Adaptive Resampling and Instance Normalization for Robust Blind Inpainting of Dunhuang Cave Paintings.
IPTA
Alexander Schmidt, Prathmesh Madhu, Andreas Maier, Vincent Christlein, Ronak Kosti
2022 J jnl
An unobtrusive quality supervision approach for medical image annotation.
CoRR
Sonja Kunzmann, Mathias Öttl, Prathmesh Madhu, Felix Denzinger, Andreas K. Maier
2022 — conf
Effect of Random Histogram Equalization on Breast Calcification Analysis Using Deep Learning.
Bildverarbeitung für die Medizin
Adarsh Bhandary Panambur, Prathmesh Madhu, Andreas K. Maier
2022 J jnl
Effect of Random Histogram Equalization on Breast Calcification Analysis Using Deep Learning.
CoRR
Adarsh Bhandary Panambur, Prathmesh Madhu, Andreas K. Maier
2022 J jnl
ICC++: Explainable Image Retrieval for Art Historical Corpora using Image Composition Canvas.
CoRR
Prathmesh Madhu, Tilman Marquart, Ronak Kosti, Dirk Suckow, Peter Bell, Andreas K. Maier, Vincent Christlein
2022 B conf
ODOR: The ICPR2022 ODeuropa Challenge on Olfactory Object Recognition.
ICPR
Mathias Zinnen, Prathmesh Madhu, Ronak Kosti, Peter Bell, Andreas K. Maier, Vincent Christlein
2022 — conf
One-Shot Object Detection in Heterogeneous Artwork Datasets.
IPTA
Prathmesh Madhu, Anna Meyer, Mathias Zinnen, Lara Mührenberg, Dirk Suckow, Torsten Bendschus, Corinna Reinhardt, Peter Bell, Ute Verstegen, Ronak Kosti, Andreas Maier, Vincent Christlein
2021 — conf
Abstract: Deep Learning-based Quantification of Pulmonary Hemosiderophages in Cytology Slides.
Bildverarbeitung für die Medizin
Christian Marzahl, Marc Aubreville, Christof A. Bertram, Jason Stayt, Anne-Katherine Jasensky, Florian Bartenschlager, Marco Fragoso, Ann K. Barton, Svenja Elsemann, Samir Jabari, Jens Krauth, Prathmesh Madhu, Jörn Voigt, Jenny Hill, Robert Klopfleisch, Andreas Maier
2020 — conf
Deep Learning based Attribute Representation in Ancient Vase Paintings.
DH
Prathmesh Madhu, Ronak Kosti, Torsten Bendschus, Corinna Reinhardt, Vincent Christlein, Andreas K. Maier, Peter Bell
2020 J jnl
Enhancing Human Pose Estimation in Ancient Vase Paintings via Perceptually-grounded Style Transfer Learning.
CoRR
Prathmesh Madhu, Angel Villar-Corrales, Ronak Kosti, Torsten Bendschus, Corinna Reinhardt, Peter Bell, Andreas K. Maier, Vincent Christlein
2020 J jnl
Recognizing Characters in Art History Using Deep Learning.
CoRR
Prathmesh Madhu, Ronak Kosti, Lara Mührenberg, Peter Bell, Andreas K. Maier, Vincent Christlein
2020 — conf
Understanding Compositional Structures in Art Historical Images Using Pose and Gaze Priors - Towards Scene Understanding in Digital Art History.
ECCV Workshops (2)
Prathmesh Madhu, Tilman Marquart, Ronak Kosti, Peter Bell, Andreas K. Maier, Vincent Christlein
2020 J jnl
Understanding Compositional Structures in Art Historical Images using Pose and Gaze Priors.
CoRR
Prathmesh Madhu, Tilman Marquart, Ronak Kosti, Peter Bell, Andreas K. Maier, Vincent Christlein
2019 J jnl
Deep Learning-Based Quantification of Pulmonary Hemosiderophages in Cytology Slides.
CoRR
Christian Marzahl, Marc Aubreville, Christof A. Bertram, Jason Stayt, Anne-Katherine Jasensky, Florian Bartenschlager, Marco Fragoso-Garcia, Ann K. Barton, Svenja Elsemann, Samir Jabari, Jens Krauth, Prathmesh Madhu, Jörn Voigt, Jenny Hill, Robert Klopfleisch, Andreas K. Maier
2019 — conf
Recognizing Characters in Art History Using Deep Learning.
SUMAC @ ACM Multimedia
Prathmesh Madhu, Ronak Kosti, Lara Mührenberg, Peter Bell, Andreas K. Maier, Vincent Christlein