Abouzar Eslami

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 44

Top Topics

Pose Estimation

Surgical Instruments

Optical Coherence Tomography

Top Venues

Bildverarbeitung für die Medizin

Publications

Masoud Taghikhah, Nishant Kumar, Sinisa Segvic, Abouzar Eslami, Stefan Gumhold
Quantile-Based Maximum Likelihood Training for Outlier Detection. AAAI (2024)
Nishant Kumar, Sinisa Segvic, Abouzar Eslami, Stefan Gumhold
Normalizing Flow based Feature Synthesis for Outlier-Aware Object Detection. CVPR (2023)
Masoud Taghikhah, Nishant Kumar, Sinisa Segvic, Abouzar Eslami, Stefan Gumhold
Quantile-based Maximum Likelihood Training for Outlier Detection. CoRR (2023)
Nishant Kumar, Sinisa Segvic, Abouzar Eslami, Stefan Gumhold
Normalizing Flow based Feature Synthesis for Outlier-Aware Object Detection. CoRR (2023)
Tobias Hänel, Nishant Kumar, Dmitrij Schlesinger, Mengze Li, Erdem Ünal, Abouzar Eslami, Stefan Gumhold
Enhancing Fairness of Visual Attribute Predictors. ACCV (6) (2022)
Tobias Hänel, Nishant Kumar, Dmitrij Schlesinger, Mengze Li, Erdem Ünal, Abouzar Eslami, Stefan Gumhold
Enhancing Fairness of Visual Attribute Predictors. CoRR (2022)
Mhd Hasan Sarhan, Nassir Navab, Abouzar Eslami, Shadi Albarqouni
On the Fairness of Privacy-Preserving Representations in Medical Applications. DART/DCL@MICCAI (2020)
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) (2020)
Matthias Grimm, Hessam Roodaki, Abouzar Eslami, Nassir Navab
Automatic intraoperative optical coherence tomography positioning. Int. J. Comput. Assist. Radiol. Surg. 15 (5) (2020)
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) (2020)
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) (2020)
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)
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)
Mhd Hasan Sarhan, Nassir Navab, Abouzar Eslami, Shadi Albarqouni
Fairness by Learning Orthogonal Disentangled Representations. CoRR (2020)
Mhd Hasan Sarhan, Nassir Navab, Abouzar Eslami, Shadi Albarqouni
Fairness by Learning Orthogonal Disentangled Representations. ECCV (29) (2020)
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 (2019)
Mhd Hasan Sarhan, Shadi Albarqouni, Mehmet Yigitsoy, Nassir Navab, Abouzar Eslami
Multi-scale Microaneurysms Segmentation Using Embedding Triplet Loss. MICCAI (1) (2019)
Mhd Hasan Sarhan, Abouzar Eslami, Nassir Navab, Shadi Albarqouni
Learning Interpretable Disentangled Representations using Adversarial VAEs. CoRR (2019)
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)
Jakob Weiss, Ulrich Eck, M. Ali Nasseri, Mathias Maier, Abouzar Eslami, Nassir Navab
Layer-Aware iOCT Volume Rendering for Retinal Surgery. VCBM (2019)
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 (2019)
Mhd Hasan Sarhan, Abouzar Eslami, Nassir Navab, Shadi Albarqouni
Learning Interpretable Disentangled Representations Using Adversarial VAEs. DART/MIL3ID@MICCAI (2019)
Mhd Hasan Sarhan, Shadi Albarqouni, Nassir Navab, Abouzar Eslami
Multi-scale Microaneurysms Segmentation Using Embedding Triplet Loss. CoRR (2019)
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) (2018)
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) (2018)
Jakob Weiss, Nicola Rieke, Mohammad Ali Nasseri, Mathias Maier, Abouzar Eslami, Nassir Navab
Fast 5DOF Needle Tracking in iOCT. CoRR (2018)
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 (2018)
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)
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 (2017)
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)
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)
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)
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)
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) (2017)
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 (2016)
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 (2016)
Mohamed Alsheakhali, Abouzar Eslami, Nassir Navab
Detection of articulated instruments in retinal microsurgery. ISBI (2016)
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)
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)
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)
Mohamed Alsheakhali, Mehmet Yigitsoy, Abouzar Eslami, Nassir Navab
Surgical tool detection and tracking in retinal microsurgery. Medical Imaging: Image-Guided Procedures (2015)
Hessam Roodaki, Konstantinos Filippatos, Abouzar Eslami, Nassir Navab
Introducing Augmented Reality to Optical Coherence Tomography in Ophthalmic Microsurgery. ISMAR (2015)
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)
Mohamed Alsheakhali, Mehmet Yigitsoy, Abouzar Eslami, Nassir Navab
Real Time Medical Instrument Detection and Tracking in Microsurgery. Bildverarbeitung für die Medizin (2015)
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) (2014)
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)
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) (2014)
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) (2013)
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 Florez-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) (2013)
Mandana Javanshir Moghaddam, Abouzar Eslami, Nassir Navab
DEeP random walks. Medical Imaging: Image Processing (2013)
Amin Katouzian, Athanasios Karamalis, Jennifer Lisauskas, Abouzar Eslami, Nassir Navab
IVUS-Histology Image Registration. WBIR (2012)
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) (2012)
Olivier Pauly, Amin Katouzian, Abouzar Eslami, Pascal Fallavollita, Nassir Navab
Supervised classification for customized intraoperative augmented reality visualization. ISMAR (2012)
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)
Abouzar Eslami, Mehmet Yigitsoy, Nassir Navab
Manifold learning for shape guided segmentation of Cardiac boundaries: Application to 3D+t Cardiac MRI. EMBC (2011)
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) (2010)
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)