Abouzar Eslami

Orcid: 0000-0001-8511-5541

According to our database1, Abouzar Eslami authored at least 48 papers between 2007 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2024
Quantile-Based Maximum Likelihood Training for Outlier Detection.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023
Normalizing Flow based Feature Synthesis for Outlier-Aware Object Detection.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022
Enhancing Fairness of Visual Attribute Predictors.
Proceedings of the Computer Vision - ACCV 2022, 2022

2020
Machine Learning Techniques for Ophthalmic Data Processing: A Review.
IEEE J. Biomed. Health Informatics, 2020

Towards Robotic-Assisted Subretinal Injection: A Hybrid Parallel-Serial Robot System Design and Preliminary Evaluation.
IEEE Trans. Ind. Electron., 2020

Microaneurysms segmentation and diabetic retinopathy detection by learning discriminative representations.
IET Image Process., 2020

Automatic intraoperative optical coherence tomography positioning.
Int. J. Comput. Assist. Radiol. Surg., 2020

Processing-Aware Real-Time Rendering for Optimized Tissue Visualization in Intraoperative 4D OCT.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020

On the Fairness of Privacy-Preserving Representations in Medical Applications.
Proceedings of the Domain Adaptation and Representation Transfer, and Distributed and Collaborative Learning, 2020

Deep Attention Based Semi-supervised 2D-Pose Estimation for Surgical Instruments.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

Fairness by Learning Orthogonal Disentangled Representations.
Proceedings of the Computer Vision - ECCV 2020, 2020

2019
Multi-scale Microaneurysms Segmentation Using Embedding Triplet Loss.
CoRR, 2019

6DOF Needle Pose Estimation for Robot-Assisted Vitreoretinal Surgery.
IEEE Access, 2019

Layer-Aware iOCT Volume Rendering for Retinal Surgery.
Proceedings of the Eurographics Workshop on Visual Computing for Biology and Medicine, 2019

Learning Interpretable Disentangled Representations Using Adversarial VAEs.
Proceedings of the Domain Adaptation and Representation Transfer and Medical Image Learning with Less Labels and Imperfect Data, 2019

Multi-scale Microaneurysms Segmentation Using Embedding Triplet Loss.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Needle Localization for Robot-assisted Subretinal Injection based on Deep Learning.
Proceedings of the International Conference on Robotics and Automation, 2019

2018
Towards Robotic Eye Surgery: Marker-Free, Online Hand-Eye Calibration Using Optical Coherence Tomography Images.
IEEE Robotics Autom. Lett., 2018

Fast 5DOF needle tracking in iOCT.
Int. J. Comput. Assist. Radiol. Surg., 2018

Precision Needle Tip Localization Using Optical Coherence Tomography Images for Subretinal Injection.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

2017
SonifEye: Sonification of Visual Information Using Physical Modeling Sound Synthesis.
IEEE Trans. Vis. Comput. Graph., 2017

Beveled needle position and pose estimation based on optical coherence tomography in ophthalmic microsurgery.
Proceedings of the 2017 IEEE International Conference on Robotics and Biomimetics, 2017

Concurrent Segmentation and Localization for Tracking of Surgical Instruments.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Automatic Initialization and Failure Detection for Surgical Tool Tracking in Retinal Microsurgery.
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017

Abstract: Real-Time Online Adaption for Robust Instrument Tracking and Pose Estimation.
Proceedings of the Bildverarbeitung für die Medizin 2017 - Algorithmen - Systeme, 2017

2016
Real-time localization of articulated surgical instruments in retinal microsurgery.
Medical Image Anal., 2016

CRF-Based Model for Instrument Detection and Pose Estimation in Retinal Microsurgery.
Comput. Math. Methods Medicine, 2016

A Surgical Guidance System for Big-Bubble Deep Anterior Lamellar Keratoplasty.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Real-Time Online Adaption for Robust Instrument Tracking and Pose Estimation.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

Detection of articulated instruments in retinal microsurgery.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015
Surgical tool detection and tracking in retinal microsurgery.
Proceedings of the Medical Imaging 2015: Image-Guided Procedures, 2015

Surgical Tool Tracking and Pose Estimation in Retinal Microsurgery.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Introducing Augmented Reality to Optical Coherence Tomography in Ophthalmic Microsurgery.
Proceedings of the 2015 IEEE International Symposium on Mixed and Augmented Reality, 2015

Random ferns for multiple target tracking in microscopic retina image sequences.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

Real Time Medical Instrument Detection and Tracking in Microsurgery.
Proceedings of the Bildverarbeitung für die Medizin 2015, Algorithmen - Systeme, 2015

2014
Joint learning of ultrasonic backscattering statistical physics and signal confidence primal for characterizing atherosclerotic plaques using intravascular ultrasound.
Medical Image Anal., 2014

Hunting for necrosis in the shadows of intravascular ultrasound.
Comput. Medical Imaging Graph., 2014

Deformable Registration of Multi-modal Microscopic Images Using a Pyramidal Interactive Registration-Learning Methodology.
Proceedings of the Biomedical Image Registration - 6th International Workshop, 2014

2013
Standardized evaluation framework for evaluating coronary artery stenosis detection, stenosis quantification and lumen segmentation algorithms in computed tomography angiography.
Medical Image Anal., 2013

Segmentation by retrieval with guided random walks: Application to left ventricle segmentation in MRI.
Medical Image Anal., 2013

DEeP random walks.
Proceedings of the Medical Imaging 2013: Image Processing, 2013

2012
Iterative Self-Organizing Atherosclerotic Tissue Labeling in Intravascular Ultrasound Images and Comparison With Virtual Histology.
IEEE Trans. Biomed. Eng., 2012

IVUS-Histology Image Registration.
Proceedings of the Biomedical Image Registration - 5th International Workshop, 2012

Supervised classification for customized intraoperative augmented reality visualization.
Proceedings of the 11th IEEE International Symposium on Mixed and Augmented Reality, 2012

A new framework for morphological and morphometric study of fish species based on groupwise registration of otolith images.
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012

2011
Manifold learning for shape guided segmentation of Cardiac boundaries: Application to 3D+t Cardiac MRI.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Joint edge detection and motion estimation of cardiac MR image sequence by a phase field method.
Comput. Biol. Medicine, 2010

2007
A new method for colourizing of multichannel MR images based on real colour of human brain.
Proceedings of the 15th European Signal Processing Conference, 2007


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