Karthik Shetty
Karthik Shetty, M. Sc.
Researcher
Martensstr. 3
91058 Erlangen
Department of Computer Science
Chair of Computer Science 5 (Pattern Recognition)
Martensstr. 3
91058 Erlangen
- Phone number: +49 9131 85-27826
- Fax number: +49 9131 85-27270
- Email: karthik.shetty@fau.de
- Website: https://www5.cs.fau.de/~shetty
Academic CV
- Since 12/2019:
Ph.D. Student at Pattern Recognition Lab, Friedrich-Alexander-University Erlangen-Nuremberg - Since 2016-2019:
M.Sc. in Computational Engineering, Friedrich-Alexander-Universität Erlangen-Nürnberg - Since 2009-2013:
B.Sc. in Electrical Engineering, PESIT Bangalaore
Projects
No projects found.
Publications
2024
Conference Contributions
- Shetty K., Birkhold A., Egger B., Jaganathan S., Strobel N., Kowarschik M., Maier A.:
HOOREX: Higher Order Optimizers for 3D Recovery from X-Ray Images
1st International Workshop on Machine Learning for Multimodal Healthcare Data, ML4MHD 2023 (Honolulu, HI, USA, July 29, 2023 - July 29, 2023)
In: Andreas K. Maier, Julia A. Schnabel, Pallavi Tiwari, Oliver Stegle (ed.): Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) 2024
DOI: 10.1007/978-3-031-47679-2_9
BibTeX: Download
2023
Journal Articles
- Shetty K., Birkhold A., Jaganathan S., Strobel N., Egger B., Kowarschik M., Maier A.:
BOSS: Bones, organs and skin shape model
In: Computers in Biology and Medicine 165 (2023), Article No.: 107383
ISSN: 0010-4825
DOI: 10.1016/j.compbiomed.2023.107383
BibTeX: Download
Conference Contributions
- Jaganathan S., Kukla M., Wang J., Shetty K., Maier A.:
Self-Supervised 2D/3D Registration for X-Ray to CT Image Fusion
DOI: 10.1109/WACV56688.2023.00281
BibTeX: Download - Shetty K., Birkhold A., Jaganathan S., Strobel N., Kowarschik M., Maier A., Egger B.:
PLIKS: A Pseudo-Linear Inverse Kinematic Solver for 3D Human Body Estimation
2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023 (Vancouver, BC, June 18, 2023 - June 22, 2023)
In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2023
DOI: 10.1109/CVPR52729.2023.00063
BibTeX: Download
2022
Conference Contributions
- Sukesh R., Fieselmann A., Jaganathan S., Shetty K., Kaergel R., Kordon F., Kappler S., Maier A.:
Training Deep Learning Models for 2D Spine X-rays Using Synthetic Images and Annotations Created from 3D CT Volumes
Bildverarbeitung für die Medizin 2022 (Heidelberg, June 26, 2022 - June 28, 2022)
In: Maier-Hein K, Deserno TM, Handels H, Maier A, Palm C, Tolxdorff T (ed.): Bildverarbeitung für die Medizin 2022, Wiesbaden: 2022
DOI: 10.1007/978-3-658-36932-3_13
BibTeX: Download
2021
Conference Contributions
- Jaganathan S., Wang J., Borsdorf A., Shetty K., Maier A.:
Deep Iterative 2D/3D Registration
MICCAI 2021 - 24th International Conference on Medical Image Computing and Computer-Assisted Intervention (Strasbourg, September 27, 2021 - October 1, 2021)
In: Marleen de Bruijne, Philippe C. Cattin, Stéphane Cotin, Nicolas Padoy, Stefanie Speidel, Yefeng Zheng, Caroline Essert (ed.): Medical Image Computing and Computer Assisted Intervention – MICCAI 2021 2021
DOI: 10.1007/978-3-030-87202-1_37
BibTeX: Download - Rajput JR., Shetty K., Maier A., Berger M.:
Table Motion Detection in Interventional Coronary Angiography
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_15
BibTeX: Download - Shetty K., Birkhold A., Strobel N., Egger B., Jaganathan S., Kowarschik M., Maier A.:
Deep Learning Compatible Differentiable X-ray Projections for Inverse Rendering
German Workshop on Medical Image Computing, 2021 (Regensburg, March 7, 2021 - March 9, 2021)
In: Christoph Palm, Heinz Handels, Klaus Maier-Hein, Thomas M. Deserno, Andreas Maier, Thomas Tolxdorff (ed.): Informatik aktuell 2021
DOI: 10.1007/978-3-658-33198-6_70
BibTeX: Download
Thesis
| Type | Title | Status |
|---|---|---|
| MA thesis | Detection of positions of K-Wires Tips in X-Ray Images using Deep learning | finished |
| MA thesis | Synthetic X-rays from CT volumes for deep learning | finished |
Lectures
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