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Abouzar Eslami
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2020 – today
- 2024
- [c31]Masoud Taghikhah, Nishant Kumar, Sinisa Segvic, Abouzar Eslami, Stefan Gumhold:
Quantile-Based Maximum Likelihood Training for Outlier Detection. AAAI 2024: 21610-21618 - 2023
- [c30]Nishant Kumar, Sinisa Segvic, Abouzar Eslami, Stefan Gumhold:
Normalizing Flow based Feature Synthesis for Outlier-Aware Object Detection. CVPR 2023: 5156-5165 - [i10]Nishant Kumar, Sinisa Segvic, Abouzar Eslami, Stefan Gumhold:
Normalizing Flow based Feature Synthesis for Outlier-Aware Object Detection. CoRR abs/2302.07106 (2023) - [i9]Masoud Taghikhah, Nishant Kumar, Sinisa Segvic, Abouzar Eslami, Stefan Gumhold:
Quantile-based Maximum Likelihood Training for Outlier Detection. CoRR abs/2310.06085 (2023) - 2022
- [c29]Tobias Hänel, Nishant Kumar, Dmitrij Schlesinger, Mengze Li, Erdem Ünal, Abouzar Eslami, Stefan Gumhold:
Enhancing Fairness of Visual Attribute Predictors. ACCV (6) 2022: 151-167 - [i8]Tobias Hänel, Nishant Kumar, Dmitrij Schlesinger, Mengze Li, Erdem Ünal, Abouzar Eslami, Stefan Gumhold:
Enhancing Fairness of Visual Attribute Predictors. CoRR abs/2207.05727 (2022) - 2020
- [j16]Matthias Grimm, Hessam Roodaki, Abouzar Eslami, Nassir Navab:
Automatic intraoperative optical coherence tomography positioning. Int. J. Comput. Assist. Radiol. Surg. 15(5): 781-789 (2020) - [j15]Mhd Hasan Sarhan, Shadi Albarqouni, Mehmet Yigitsoy, Nassir Navab, Abouzar Eslami:
Microaneurysms segmentation and diabetic retinopathy detection by learning discriminative representations. IET Image Process. 14(17): 4571-4578 (2020) - [j14]Mingchuan Zhou, Qiming Yu, Kai Huang, Simeon Mahov, Abouzar Eslami, Mathias Maier, Chris P. Lohmann, Nassir Navab, Daniel Zapp, Alois C. Knoll, M. Ali Nasseri:
Towards Robotic-Assisted Subretinal Injection: A Hybrid Parallel-Serial Robot System Design and Preliminary Evaluation. IEEE Trans. Ind. Electron. 67(8): 6617-6628 (2020) - [j13]Mhd Hasan Sarhan, M. Ali Nasseri, Daniel Zapp, Mathias Maier, Chris P. Lohmann, Nassir Navab, Abouzar Eslami:
Machine Learning Techniques for Ophthalmic Data Processing: A Review. IEEE J. Biomed. Health Informatics 24(12): 3338-3350 (2020) - [c28]Mhd Hasan Sarhan, Nassir Navab, Abouzar Eslami, Shadi Albarqouni:
Fairness by Learning Orthogonal Disentangled Representations. ECCV (29) 2020: 746-761 - [c27]Mert Kayhan, Okan Köpüklü, Mhd Hasan Sarhan, Mehmet Yigitsoy, Abouzar Eslami, Gerhard Rigoll:
Deep Attention Based Semi-supervised 2D-Pose Estimation for Surgical Instruments. ICPR Workshops (1) 2020: 444-460 - [c26]Mhd Hasan Sarhan, Nassir Navab, Abouzar Eslami, Shadi Albarqouni:
On the Fairness of Privacy-Preserving Representations in Medical Applications. DART/DCL@MICCAI 2020: 140-149 - [c25]Jakob Weiss, Michael Sommersperger, M. Ali Nasseri, Abouzar Eslami, Ulrich Eck, Nassir Navab:
Processing-Aware Real-Time Rendering for Optimized Tissue Visualization in Intraoperative 4D OCT. MICCAI (5) 2020: 267-276 - [i7]Mhd Hasan Sarhan, Nassir Navab, Abouzar Eslami, Shadi Albarqouni:
Fairness by Learning Orthogonal Disentangled Representations. CoRR abs/2003.05707 (2020)
2010 – 2019
- 2019
- [j12]Mingchuan Zhou, Xing Hao, Abouzar Eslami, Kai Huang, Caixia Cai, Chris P. Lohmann, Nassir Navab, Alois C. Knoll, M. Ali Nasseri:
6DOF Needle Pose Estimation for Robot-Assisted Vitreoretinal Surgery. IEEE Access 7: 63113-63122 (2019) - [c24]Mingchuan Zhou, Xijia Wang, Jakob Weiss, Abouzar Eslami, Kai Huang, Mathias Maier, Chris P. Lohmann, Nassir Navab, Alois C. Knoll, M. Ali Nasseri:
Needle Localization for Robot-assisted Subretinal Injection based on Deep Learning. ICRA 2019: 8727-8732 - [c23]Mhd Hasan Sarhan, Abouzar Eslami, Nassir Navab, Shadi Albarqouni:
Learning Interpretable Disentangled Representations Using Adversarial VAEs. DART/MIL3ID@MICCAI 2019: 37-44 - [c22]Mhd Hasan Sarhan, Shadi Albarqouni, Mehmet Yigitsoy, Nassir Navab, Abouzar Eslami:
Multi-scale Microaneurysms Segmentation Using Embedding Triplet Loss. MICCAI (1) 2019: 174-182 - [c21]Jakob Weiss, Ulrich Eck, M. Ali Nasseri, Mathias Maier, Abouzar Eslami, Nassir Navab:
Layer-Aware iOCT Volume Rendering for Retinal Surgery. VCBM 2019: 123-127 - [i6]Mhd Hasan Sarhan, Abouzar Eslami, Nassir Navab, Shadi Albarqouni:
Learning Interpretable Disentangled Representations using Adversarial VAEs. CoRR abs/1904.08491 (2019) - [i5]Mhd Hasan Sarhan, Shadi Albarqouni, Nassir Navab, Abouzar Eslami:
Multi-scale Microaneurysms Segmentation Using Embedding Triplet Loss. CoRR abs/1904.12732 (2019) - [i4]Mert Kayhan, Okan Köpüklü, Mhd Hasan Sarhan, Mehmet Yigitsoy, Abouzar Eslami, Gerhard Rigoll:
Deep Attention Based Semi-Supervised 2D-Pose Estimation for Surgical Instruments. CoRR abs/1912.04618 (2019) - 2018
- [j11]Jakob Weiss, Nicola Rieke, Mohammad Ali Nasseri, Mathias Maier, Abouzar Eslami, Nassir Navab:
Fast 5DOF needle tracking in iOCT. Int. J. Comput. Assist. Radiol. Surg. 13(6): 787-796 (2018) - [j10]Mingchuan Zhou, Mahdi Hamad, Jakob Weiss, Abouzar Eslami, Kai Huang, Mathias Maier, Chris P. Lohmann, Nassir Navab, Alois C. Knoll, M. Ali Nasseri:
Towards Robotic Eye Surgery: Marker-Free, Online Hand-Eye Calibration Using Optical Coherence Tomography Images. IEEE Robotics Autom. Lett. 3(4): 3944-3951 (2018) - [c20]Mingchuan Zhou, Kai Huang, Abouzar Eslami, Hessam Roodaki, Daniel Zapp, Mathias Maier, Chris P. Lohmann, Alois C. Knoll, M. Ali Nasseri:
Precision Needle Tip Localization Using Optical Coherence Tomography Images for Subretinal Injection. ICRA 2018: 1-8 - [i3]Jakob Weiss, Nicola Rieke, Mohammad Ali Nasseri, Mathias Maier, Abouzar Eslami, Nassir Navab:
Fast 5DOF Needle Tracking in iOCT. CoRR abs/1802.06446 (2018) - [i2]Mingchuan Zhou, Mahdi Hamad, Jakob Weiss, Abouzar Eslami, Kai Huang, Mathias Maier, Chris P. Lohmann, Nassir Navab, Alois C. Knoll, M. Ali Nasseri:
Towards Robotic Eye Surgery: Marker-free, Online Hand-eye Calibration using Optical Coherence Tomography Images. CoRR abs/1808.05805 (2018) - 2017
- [j9]Hessam Roodaki, Navid Navab, Abouzar Eslami, Christopher B. Stapleton, Nassir Navab:
SonifEye: Sonification of Visual Information Using Physical Modeling Sound Synthesis. IEEE Trans. Vis. Comput. Graph. 23(11): 2366-2371 (2017) - [c19]Nicola Rieke, David Joseph Tan, Federico Tombari, Josué Page Vizcaíno, Chiara Amat di San Filippo, Abouzar Eslami, Nassir Navab:
Abstract: Real-Time Online Adaption for Robust Instrument Tracking and Pose Estimation. Bildverarbeitung für die Medizin 2017: 337-338 - [c18]Josué Page Vizcaíno, Nicola Rieke, David Joseph Tan, Federico Tombari, Abouzar Eslami, Nassir Navab:
Automatic Initialization and Failure Detection for Surgical Tool Tracking in Retinal Microsurgery. Bildverarbeitung für die Medizin 2017: 346-351 - [c17]Iro Laina, Nicola Rieke, Christian Rupprecht, Josué Page Vizcaíno, Abouzar Eslami, Federico Tombari, Nassir Navab:
Concurrent Segmentation and Localization for Tracking of Surgical Instruments. MICCAI (2) 2017: 664-672 - [c16]Mingchuan Zhou, Kai Huang, Abouzar Eslami, Hessam Roodaki, Haotian Lin, Chris P. Lohmann, Alois C. Knoll, M. Ali Nasseri:
Beveled needle position and pose estimation based on optical coherence tomography in ophthalmic microsurgery. ROBIO 2017: 308-313 - [i1]Iro Laina, Nicola Rieke, Christian Rupprecht, Josué Page Vizcaíno, Abouzar Eslami, Federico Tombari, Nassir Navab:
Concurrent Segmentation and Localization for Tracking of Surgical Instruments. CoRR abs/1703.10701 (2017) - 2016
- [j8]Mohamed Alsheakhali, Abouzar Eslami, Hessam Roodaki, Nassir Navab:
CRF-Based Model for Instrument Detection and Pose Estimation in Retinal Microsurgery. Comput. Math. Methods Medicine 2016: 1067509:1-1067509:10 (2016) - [j7]Nicola Rieke, David Joseph Tan, Chiara Amat di San Filippo, Federico Tombari, Mohamed Alsheakhali, Vasileios Belagiannis, Abouzar Eslami, Nassir Navab:
Real-time localization of articulated surgical instruments in retinal microsurgery. Medical Image Anal. 34: 82-100 (2016) - [c15]Mohamed Alsheakhali, Abouzar Eslami, Nassir Navab:
Detection of articulated instruments in retinal microsurgery. ISBI 2016: 107-110 - [c14]Hessam Roodaki, Chiara Amat di San Filippo, Daniel Zapp, Nassir Navab, Abouzar Eslami:
A Surgical Guidance System for Big-Bubble Deep Anterior Lamellar Keratoplasty. MICCAI (1) 2016: 378-385 - [c13]Nicola Rieke, David Joseph Tan, Federico Tombari, Josué Page Vizcaíno, Chiara Amat di San Filippo, Abouzar Eslami, Nassir Navab:
Real-Time Online Adaption for Robust Instrument Tracking and Pose Estimation. MICCAI (1) 2016: 422-430 - 2015
- [c12]Mohamed Alsheakhali, Mehmet Yigitsoy, Abouzar Eslami, Nassir Navab:
Real Time Medical Instrument Detection and Tracking in Microsurgery. Bildverarbeitung für die Medizin 2015: 185-190 - [c11]Mehmet Yigitsoy, Vasileios Belagiannis, Aleksander Djurka, Amin Katouzian, Slobodan Ilic, Franjo Pernus, Abouzar Eslami, Nassir Navab:
Random ferns for multiple target tracking in microscopic retina image sequences. ISBI 2015: 209-212 - [c10]Hessam Roodaki, Konstantinos Filippatos, Abouzar Eslami, Nassir Navab:
Introducing Augmented Reality to Optical Coherence Tomography in Ophthalmic Microsurgery. ISMAR 2015: 1-6 - [c9]Nicola Rieke, David Joseph Tan, Mohamed Alsheakhali, Federico Tombari, Chiara Amat di San Filippo, Vasileios Belagiannis, Abouzar Eslami, Nassir Navab:
Surgical Tool Tracking and Pose Estimation in Retinal Microsurgery. MICCAI (1) 2015: 266-273 - [c8]Mohamed Alsheakhali, Mehmet Yigitsoy, Abouzar Eslami, Nassir Navab:
Surgical tool detection and tracking in retinal microsurgery. Image-Guided Procedures 2015: 941511 - 2014
- [j6]Debdoot Sheet, Athanasios Karamalis, Abouzar Eslami, Peter B. Noël, Renu Virmani, Masataka Nakano, Jyotirmoy Chatterjee, Ajoy Kumar Ray, Andrew F. Laine, Stephane G. Carlier, Nassir Navab, Amin Katouzian:
Hunting for necrosis in the shadows of intravascular ultrasound. Comput. Medical Imaging Graph. 38(2): 104-112 (2014) - [j5]Debdoot Sheet, Athanasios Karamalis, Abouzar Eslami, Peter B. Noël, Jyotirmoy Chatterjee, Ajoy Kumar Ray, Andrew F. Laine, Stephane G. Carlier, Nassir Navab, Amin Katouzian:
Joint learning of ultrasonic backscattering statistical physics and signal confidence primal for characterizing atherosclerotic plaques using intravascular ultrasound. Medical Image Anal. 18(1): 103-117 (2014) - [c7]Tingying Peng, Mehmet Yigitsoy, Abouzar Eslami, Christine Bayer, Nassir Navab:
Deformable Registration of Multi-modal Microscopic Images Using a Pyramidal Interactive Registration-Learning Methodology. WBIR 2014: 144-153 - 2013
- [j4]Abouzar Eslami, Athanasios Karamalis, Amin Katouzian, Nassir Navab:
Segmentation by retrieval with guided random walks: Application to left ventricle segmentation in MRI. Medical Image Anal. 17(2): 236-253 (2013) - [j3]Hortense A. Kirisli, Michiel Schaap, Coert Metz, A. S. Dharampal, W. B. Meijboom, S. L. Papadopoulou, A. Dedic, K. Nieman, Michiel A. de Graaf, M. F. L. Meijs, M. J. Cramer, Alexander Broersen, Suheyla Cetin, Abouzar Eslami, Leonardo Floréz-Valencia, Kuo-Lung Lor, Bogdan J. Matuszewski, Imen Melki, Brian Mohr, Ilkay Öksüz, Rahil Khurram Shahzad, Chunliang Wang, Pieter H. Kitslaar, Gözde B. Ünal, Amin Katouzian, Maciej Orkisz, Chung-Ming Chen, Frédéric Precioso, Laurent Najman, S. Masood, Devrim Ünay, Lucas J. van Vliet, Rodrigo Moreno, Roman Goldenberg, Erald Vuçini, Gabriel P. Krestin, Wiro J. Niessen, Theo van Walsum:
Standardized evaluation framework for evaluating coronary artery stenosis detection, stenosis quantification and lumen segmentation algorithms in computed tomography angiography. Medical Image Anal. 17(8): 859-876 (2013) - [c6]Mandana Javanshir Moghaddam, Abouzar Eslami, Nassir Navab:
DEeP random walks. Image Processing 2013: 86693O - 2012
- [j2]Amin Katouzian, Athanasios Karamalis, Debdoot Sheet, Elisa E. Konofagou, Babak Baseri, Stephane G. Carlier, Abouzar Eslami, Andreas König, Nassir Navab, Andrew F. Laine:
Iterative Self-Organizing Atherosclerotic Tissue Labeling in Intravascular Ultrasound Images and Comparison With Virtual Histology. IEEE Trans. Biomed. Eng. 59(11-1): 3039-3049 (2012) - [c5]Abouzar Eslami, Azad Teimori, Mehmet Yigitsoy, Nassir Navab:
A new framework for morphological and morphometric study of fish species based on groupwise registration of otolith images. ISBI 2012: 1679-1682 - [c4]Olivier Pauly, Amin Katouzian, Abouzar Eslami, Pascal Fallavollita, Nassir Navab:
Supervised classification for customized intraoperative augmented reality visualization. ISMAR 2012: 311-312 - [c3]Amin Katouzian, Athanasios Karamalis, Jennifer Lisauskas, Abouzar Eslami, Nassir Navab:
IVUS-Histology Image Registration. WBIR 2012: 141-149 - 2011
- [c2]Abouzar Eslami, Mehmet Yigitsoy, Nassir Navab:
Manifold learning for shape guided segmentation of Cardiac boundaries: Application to 3D+t Cardiac MRI. EMBC 2011: 2658-2662 - 2010
- [j1]Abouzar Eslami, Mehran Jahed, Tobias Preusser:
Joint edge detection and motion estimation of cardiac MR image sequence by a phase field method. Comput. Biol. Medicine 40(1): 21-28 (2010)
2000 – 2009
- 2007
- [c1]Mohammad Hossein Kadbi, Emadoddin Fatemizaheh, Abouzar Eslami, Maryam Khosroshahi:
A new method for colourizing of multichannel MR images based on real colour of human brain. EUSIPCO 2007: 449-453
Coauthor Index
aka: Mohammad Ali Nasseri
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