Srikrishna Jaganathan
Srikrishna Jaganathan, M. Sc.
Academic CV
- Since 02/2020:
Ph.D. Student at the Pattern Recognition Lab - 10/2016 – 10/2019:
M.Sc. in Computational Engineering
Friedrich-Alexander University Erlangen-Nürnberg
Projects
No projects found.
Publications
2024
Conference Contributions
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
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2023
Journal Articles
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
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Conference Contributions
Self-Supervised 2D/3D Registration for X-Ray to CT Image Fusion
DOI: 10.1109/WACV56688.2023.00281
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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
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2022
Conference Contributions
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
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2021
Conference Contributions
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
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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
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Learning the Update Operator for 2D/3D Image Registration
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_27
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Thesis
Type | Title | Status |
---|---|---|
MA thesis | End-to-End SMPL Parameter Estimation and Template-to-Scan Registration Tailored Towards Automatic X-ray to CT Initialization | finished |
MA thesis | Synthetic X-rays from CT volumes for deep learning | finished |