Abouzar Eslami

58 papers A* 6B 1Journal 27Unranked 24
YearRankTypeTitle / Venue / Authors
2025 J jnl
Needle detection and localisation for robot-assisted subretinal injection using deep learning.
CAAI Trans. Intell. Technol.
Mingchuan Zhou, Xiangyu Guo, Matthias Grimm, Elias Lochner, Zhongliang Jiang, Abouzar Eslami, Juan Ye, Nassir Navab, Alois Knoll, Mohammad Ali Nasseri
2024 A* conf
Quantile-Based Maximum Likelihood Training for Outlier Detection.
AAAI
Masoud Taghikhah, Nishant Kumar, Sinisa Segvic, Abouzar Eslami, Stefan Gumhold
2023 A* conf
Normalizing Flow based Feature Synthesis for Outlier-Aware Object Detection.
CVPR
Nishant Kumar, Sinisa Segvic, Abouzar Eslami, Stefan Gumhold
2023 J jnl
Normalizing Flow based Feature Synthesis for Outlier-Aware Object Detection.
CoRR
Nishant Kumar, Sinisa Segvic, Abouzar Eslami, Stefan Gumhold
2023 J jnl
Quantile-based Maximum Likelihood Training for Outlier Detection.
CoRR
Masoud Taghikhah, Nishant Kumar, Sinisa Segvic, Abouzar Eslami, Stefan Gumhold
2022 — conf
Enhancing Fairness of Visual Attribute Predictors.
ACCV (6)
Tobias Hänel, Nishant Kumar, Dmitrij Schlesinger, Mengze Li, Erdem Ünal, Abouzar Eslami, Stefan Gumhold
2022 J jnl
Enhancing Fairness of Visual Attribute Predictors.
CoRR
Tobias Hänel, Nishant Kumar, Dmitrij Schlesinger, Mengze Li, Erdem Ünal, Abouzar Eslami, Stefan Gumhold
2020 J jnl
Automatic intraoperative optical coherence tomography positioning.
Int. J. Comput. Assist. Radiol. Surg.
Matthias Grimm, Hessam Roodaki, Abouzar Eslami, Nassir Navab
2020 — conf
Deep Attention Based Semi-supervised 2D-Pose Estimation for Surgical Instruments.
ICPR Workshops (1)
Mert Kayhan, Okan Köpüklü, Mhd Hasan Sarhan, Mehmet Yigitsoy, Abouzar Eslami, Gerhard Rigoll
2020 — conf
Fairness by Learning Orthogonal Disentangled Representations.
ECCV (29)
Mhd Hasan Sarhan, Nassir Navab, Abouzar Eslami, Shadi Albarqouni
2020 J jnl
Fairness by Learning Orthogonal Disentangled Representations.
CoRR
Mhd Hasan Sarhan, Nassir Navab, Abouzar Eslami, Shadi Albarqouni
2020 J jnl
Machine Learning Techniques for Ophthalmic Data Processing: A Review.
IEEE J. Biomed. Health Informatics
Mhd Hasan Sarhan, M. Ali Nasseri, Daniel Zapp, Mathias Maier, Chris P. Lohmann, Nassir Navab, Abouzar Eslami
2020 J jnl
Microaneurysms segmentation and diabetic retinopathy detection by learning discriminative representations.
IET Image Process.
Mhd Hasan Sarhan, Shadi Albarqouni, Mehmet Yigitsoy, Nassir Navab, Abouzar Eslami
2020 — conf
On the Fairness of Privacy-Preserving Representations in Medical Applications.
DART/DCL@MICCAI
Mhd Hasan Sarhan, Nassir Navab, Abouzar Eslami, Shadi Albarqouni
2020 — conf
Processing-Aware Real-Time Rendering for Optimized Tissue Visualization in Intraoperative 4D OCT.
MICCAI (5)
Jakob Weiss, Michael Sommersperger, M. Ali Nasseri, Abouzar Eslami, Ulrich Eck, Nassir Navab
2020 J jnl
Towards Robotic-Assisted Subretinal Injection: A Hybrid Parallel-Serial Robot System Design and Preliminary Evaluation.
IEEE Trans. Ind. Electron.
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
2019 J jnl
6DOF Needle Pose Estimation for Robot-Assisted Vitreoretinal Surgery.
IEEE Access
Mingchuan Zhou, Hao Xing, Abouzar Eslami, Kai Huang, Caixia Cai, Chris P. Lohmann, Nassir Navab, Alois C. Knoll, M. Ali Nasseri
2019 J jnl
Deep Attention Based Semi-Supervised 2D-Pose Estimation for Surgical Instruments.
CoRR
Mert Kayhan, Okan Köpüklü, Mhd Hasan Sarhan, Mehmet Yigitsoy, Abouzar Eslami, Gerhard Rigoll
2019 — conf
Layer-Aware iOCT Volume Rendering for Retinal Surgery.
VCBM
Jakob Weiss, Ulrich Eck, M. Ali Nasseri, Mathias Maier, Abouzar Eslami, Nassir Navab
2019 — conf
Learning Interpretable Disentangled Representations Using Adversarial VAEs.
DART/MIL3ID@MICCAI
Mhd Hasan Sarhan, Abouzar Eslami, Nassir Navab, Shadi Albarqouni
2019 J jnl
Learning Interpretable Disentangled Representations using Adversarial VAEs.
CoRR
Mhd Hasan Sarhan, Abouzar Eslami, Nassir Navab, Shadi Albarqouni
2019 — conf
Multi-scale Microaneurysms Segmentation Using Embedding Triplet Loss.
MICCAI (1)
Mhd Hasan Sarhan, Shadi Albarqouni, Mehmet Yigitsoy, Nassir Navab, Abouzar Eslami
2019 J jnl
Multi-scale Microaneurysms Segmentation Using Embedding Triplet Loss.
CoRR
Mhd Hasan Sarhan, Shadi Albarqouni, Nassir Navab, Abouzar Eslami
2019 A* conf
Needle Localization for Robot-assisted Subretinal Injection based on Deep Learning.
ICRA
Mingchuan Zhou, Xijia Wang, Jakob Weiss, Abouzar Eslami, Kai Huang, Mathias Maier, Chris P. Lohmann, Nassir Navab, Alois C. Knoll, M. Ali Nasseri
2018 J jnl
Fast 5DOF Needle Tracking in iOCT.
CoRR
Jakob Weiss, Nicola Rieke, Mohammad Ali Nasseri, Mathias Maier, Abouzar Eslami, Nassir Navab
2018 J jnl
Fast 5DOF needle tracking in iOCT.
Int. J. Comput. Assist. Radiol. Surg.
Jakob Weiss, Nicola Rieke, Mohammad Ali Nasseri, Mathias Maier, Abouzar Eslami, Nassir Navab
2018 A* conf
Precision Needle Tip Localization Using Optical Coherence Tomography Images for Subretinal Injection.
ICRA
Mingchuan Zhou, Kai Huang, Abouzar Eslami, Hessam Roodaki, Daniel Zapp, Mathias Maier, Chris P. Lohmann, Alois C. Knoll, M. Ali Nasseri
2018 J jnl
Towards Robotic Eye Surgery: Marker-Free, Online Hand-Eye Calibration Using Optical Coherence Tomography Images.
IEEE Robotics Autom. Lett.
Mingchuan Zhou, Mahdi Hamad, Jakob Weiss, Abouzar Eslami, Kai Huang, Mathias Maier, Chris P. Lohmann, Nassir Navab, Alois C. Knoll, M. Ali Nasseri
2018 J jnl
Towards Robotic Eye Surgery: Marker-free, Online Hand-eye Calibration using Optical Coherence Tomography Images.
CoRR
Mingchuan Zhou, Mahdi Hamad, Jakob Weiss, Abouzar Eslami, Kai Huang, Mathias Maier, Chris P. Lohmann, Nassir Navab, Alois C. Knoll, M. Ali Nasseri
2017 — conf
Abstract: Real-Time Online Adaption for Robust Instrument Tracking and Pose Estimation.
Bildverarbeitung für die Medizin
Nicola Rieke, David Joseph Tan, Federico Tombari, Josué Page Vizcaíno, Chiara Amat di San Filippo, Abouzar Eslami, Nassir Navab
2017 — conf
Automatic Initialization and Failure Detection for Surgical Tool Tracking in Retinal Microsurgery.
Bildverarbeitung für die Medizin
Josué Page Vizcaíno, Nicola Rieke, David Joseph Tan, Federico Tombari, Abouzar Eslami, Nassir Navab
2017 — conf
Beveled needle position and pose estimation based on optical coherence tomography in ophthalmic microsurgery.
ROBIO
Mingchuan Zhou, Kai Huang, Abouzar Eslami, Hessam Roodaki, Haotian Lin, Chris P. Lohmann, Alois C. Knoll, M. Ali Nasseri
2017 — conf
Concurrent Segmentation and Localization for Tracking of Surgical Instruments.
MICCAI (2)
Iro Laina, Nicola Rieke, Christian Rupprecht, Josué Page Vizcaíno, Abouzar Eslami, Federico Tombari, Nassir Navab
2017 J jnl
Concurrent Segmentation and Localization for Tracking of Surgical Instruments.
CoRR
Iro Laina, Nicola Rieke, Christian Rupprecht, Josué Page Vizcaíno, Abouzar Eslami, Federico Tombari, Nassir Navab
2017 J jnl
SonifEye: Sonification of Visual Information Using Physical Modeling Sound Synthesis.
IEEE Trans. Vis. Comput. Graph.
Hessam Roodaki, Navid Navab, Abouzar Eslami, Christopher B. Stapleton, Nassir Navab
2016 — conf
A Surgical Guidance System for Big-Bubble Deep Anterior Lamellar Keratoplasty.
MICCAI (1)
Hessam Roodaki, Chiara Amat di San Filippo, Daniel Zapp, Nassir Navab, Abouzar Eslami
2016 J jnl
CRF-Based Model for Instrument Detection and Pose Estimation in Retinal Microsurgery.
Comput. Math. Methods Medicine
Mohamed Alsheakhali, Abouzar Eslami, Hessam Roodaki, Nassir Navab
2016 — conf
Detection of articulated instruments in retinal microsurgery.
ISBI
Mohamed Alsheakhali, Abouzar Eslami, Nassir Navab
2016 — conf
Real-Time Online Adaption for Robust Instrument Tracking and Pose Estimation.
MICCAI (1)
Nicola Rieke, David Joseph Tan, Federico Tombari, Josué Page Vizcaíno, Chiara Amat di San Filippo, Abouzar Eslami, Nassir Navab
2016 J jnl
Real-time localization of articulated surgical instruments in retinal microsurgery.
Medical Image Anal.
Nicola Rieke, David Joseph Tan, Chiara Amat di San Filippo, Federico Tombari, Mohamed Alsheakhali, Vasileios Belagiannis, Abouzar Eslami, Nassir Navab
2015 A* conf
Introducing Augmented Reality to Optical Coherence Tomography in Ophthalmic Microsurgery.
ISMAR
Hessam Roodaki, Konstantinos Filippatos, Abouzar Eslami, Nassir Navab
2015 — conf
Random ferns for multiple target tracking in microscopic retina image sequences.
ISBI
Mehmet Yigitsoy, Vasileios Belagiannis, Aleksander Djurka, Amin Katouzian, Slobodan Ilic, Franjo Pernus, Abouzar Eslami, Nassir Navab
2015 — conf
Real Time Medical Instrument Detection and Tracking in Microsurgery.
Bildverarbeitung für die Medizin
Mohamed Alsheakhali, Mehmet Yigitsoy, Abouzar Eslami, Nassir Navab
2015 — conf
Surgical Tool Tracking and Pose Estimation in Retinal Microsurgery.
MICCAI (1)
Nicola Rieke, David Joseph Tan, Mohamed Alsheakhali, Federico Tombari, Chiara Amat di San Filippo, Vasileios Belagiannis, Abouzar Eslami, Nassir Navab
2015 — conf
Surgical tool detection and tracking in retinal microsurgery.
Image-Guided Procedures
Mohamed Alsheakhali, Mehmet Yigitsoy, Abouzar Eslami, Nassir Navab
2014 — conf
Deformable Registration of Multi-modal Microscopic Images Using a Pyramidal Interactive Registration-Learning Methodology.
WBIR
Tingying Peng, Mehmet Yigitsoy, Abouzar Eslami, Christine Bayer, Nassir Navab
2014 J jnl
Hunting for necrosis in the shadows of intravascular ultrasound.
Comput. Medical Imaging Graph.
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
2014 J jnl
Joint learning of ultrasonic backscattering statistical physics and signal confidence primal for characterizing atherosclerotic plaques using intravascular ultrasound.
Medical Image Anal.
Debdoot Sheet, Athanasios Karamalis, Abouzar Eslami, Peter B. Noël, Jyotirmoy Chatterjee, Ajoy Kumar Ray, Andrew F. Laine, Stephane G. Carlier, Nassir Navab, Amin Katouzian
2013 B conf
DEeP random walks.
Image Processing
Mandana Javanshir Moghaddam, Abouzar Eslami, Nassir Navab
2013 J jnl
Segmentation by retrieval with guided random walks: Application to left ventricle segmentation in MRI.
Medical Image Anal.
Abouzar Eslami, Athanasios Karamalis, Amin Katouzian, Nassir Navab
2013 J jnl
Standardized evaluation framework for evaluating coronary artery stenosis detection, stenosis quantification and lumen segmentation algorithms in computed tomography angiography.
Medical Image Anal.
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
2012 — conf
A new framework for morphological and morphometric study of fish species based on groupwise registration of otolith images.
ISBI
Abouzar Eslami, Azad Teimori, Mehmet Yigitsoy, Nassir Navab
2012 — conf
IVUS-Histology Image Registration.
WBIR
Amin Katouzian, Athanasios Karamalis, Jennifer Lisauskas, Abouzar Eslami, Nassir Navab
2012 J jnl
Iterative Self-Organizing Atherosclerotic Tissue Labeling in Intravascular Ultrasound Images and Comparison With Virtual Histology.
IEEE Trans. Biomed. Eng.
Amin Katouzian, Athanasios Karamalis, Debdoot Sheet, Elisa E. Konofagou, Babak Baseri, Stephane G. Carlier, Abouzar Eslami, Andreas König, Nassir Navab, Andrew F. Laine
2012 A* conf
Supervised classification for customized intraoperative augmented reality visualization.
ISMAR
Olivier Pauly, Amin Katouzian, Abouzar Eslami, Pascal Fallavollita, Nassir Navab
2011 — conf
Manifold learning for shape guided segmentation of Cardiac boundaries: Application to 3D+t Cardiac MRI.
EMBC
Abouzar Eslami, Mehmet Yigitsoy, Nassir Navab
2010 J jnl
Joint edge detection and motion estimation of cardiac MR image sequence by a phase field method.
Comput. Biol. Medicine
Abouzar Eslami, Mehran Jahed, Tobias Preusser
2007 — conf
A new method for colourizing of multichannel MR images based on real colour of human brain.
EUSIPCO
Mohammad Hossein Kadbi, Emadoddin Fatemizaheh, Abouzar Eslami, Maryam Khosroshahi