2020

Esther Kho, Behdad Dashtbozorg, Joyce Sanders, Marie-Jeanne T.F.D. Vrancken Peeters, Frederieke van Duijnhoven, Henricus J. C. M. Sterenborg, Theo J. M. Ruers1

Feasibility of margin assessment with hyperspectral imaging during breast-conserving surgery: towards intraoperative feedback Journal Article Forthcoming

Journal of Biomedical Optics, Forthcoming.

BibTeX | Tags: hyperspectral

2019

Elisabeth J M Baltussen; Henricus J C M Sterenborg; Theo J M Ruers; Behdad Dashtbozorg

Optimizing algorithm development for tissue classification in colorectal cancer based on diffuse reflectance spectra Journal Article

Biomed. Opt. Express, 10 (12), pp. 6096–6113, 2019.

Abstract | Links | BibTeX | Tags: Diffuse reflectance; Diffuse reflectance spectroscopy; Feature extraction; Hyperspectral imaging; Light scattering; Photon diffusion

Optimizing algorithm development for tissue classification in colorectal cancer based on diffuse reflectance spectra

Esther Kho; Behdad Dashtbozorg; Lisanne L de Boer; Koen Van K de Vijver; Henricus J C M Sterenborg; Theo J M Ruers

Broadband hyperspectral imaging for breast tumor detection using spectral and spatial information Journal Article

Biomed. Opt. Express, 10 (9), pp. 4496–4515, 2019.

Abstract | Links | BibTeX | Tags: Diffuse reflectance; Diffuse reflectance spectroscopy; Hyperspectral imaging; Imaging systems; Spectral imaging; Stochastic gradient descent

Broadband hyperspectral imaging for breast tumor detection using spectral and spatial information

Fan Huang; Samaneh Abbasi-Sureshjani; Jiong Zhang; Erik Bekkers; Behdad Dashtbozorg; Bart ter Haar Romeny

Vascular Biomarkers for Diabetes and Diabetic Retinopathy Screening Book Chapter

Trucco, Emanuele; MacGillivray, Tom; Xu, Yanwu (Ed.): Computational Retinal Image Analysis, Chapter 16, pp. 319-352, Elsevier, 1st, 2019, ISBN: 9780081028162.

Links | BibTeX | Tags: retinal images

Vascular Biomarkers for Diabetes and Diabetic Retinopathy Screening

Wenjie Li, Miranda T. Schram, Tos Berendschot, Carroll Webers, Abraham A. Kroon, Carla van der Kallen, Ronald Henry, Annemarie Koster, Pieter Dagnelie, Nicolaas Schaper, Fan Huang, Behdad Dashtbozorg, Tao Tan, Jiong Zhang, Samaneh Abbasi Sureshjani, Bart ter Haar Romeny, Coen D.A. Stehouwer, Alfons J.H.M. Houben

Prediabetes and type 2 diabetes are associated with wider retinal arterioles and venules Journal Article

Journal of Vascular Research, 56 (Suppl. 1), pp. 73, 2019.

BibTeX | Tags:

Prediabetes and type 2 diabetes are associated with wider retinal arterioles and venules

Friso G. Heslinga and, Josien P.W. Pluim; Behdad Dashtbozorg; Tos T.J.M. Berendschot; A.J.H.M. Houben; Mitko Veta

Approximation of a Pipeline of Unsupervised Retina Image Analysis Methods with a CNN Inproceedings Forthcoming

SPIE Medical Imaging, Forthcoming.

BibTeX | Tags: CNN, Retinal image analysis

2018

E.J.M. Baltussen; S.G. Brouwer de Koning; B. Dashtbozorg; J. Sanders; K.F.D. Kuhlmann; A.G.J. Aalbers; N. Kok; G.L. Beets; B.H.W. Hendriks; H.J.C.M. Sterenborg; T.J.M. Ruers

The use of diffuse reflectance spectroscopy to distinguish tumor from fibrosis in rectal cancer patients who received neoadjuvant radiotherapy Conference Forthcoming

SPIE, Forthcoming.

BibTeX | Tags: DRS

Wenjie Li; Miranda Schram; Tos Berendschot; Carroll Webers; Abraham Kroon; Carla van der Kallen; Ronald Henry; Annemarie Koster; Pieter Dagnelie; Nicolaas Schaper; Fan Huang; Behdad Dashtbozorg; Tao Tan; Jiong Zhang; Samaneh Abbasi Sureshjani; Bart ter Haar Romeny; Coen Stehouwer; Alfons Houben

Type 2 diabetes and possibly prediabetes are associated with wider retinal arterioles and venules: The Maastricht Study Conference Forthcoming

Forthcoming.

BibTeX | Tags: Diabetes

S.G. Brouwer de Koning; E.J.M. Baltussen; B. Dashtbozorg; M.B. Karakullukcu; L. Smit; B.H.W. Hendriks; H.J.C.M. Sterenborg; T.J.M. Ruers

Towards complete oral cavity cancer resection using a handheld diffuse reflectance spectroscopy probe Journal Article

Journal of Biomedical Optics, 23 (12), pp. 121611 , 2018.

Links | BibTeX | Tags: DRS

Towards complete oral cavity cancer resection using a handheld diffuse reflectance spectroscopy probe

Jiong Zhang; Behdad Dashtbozorg; Fan Huang; Tao Tan; Bart ter Haar Romeny

A fully automated pipeline of extracting biomarkers to quantify vascular changes in retina-related diseases Journal Article

Computer Methods in Biomechanics and Biomedical Engineering: Imaging & Visualization, pp. 1-16, 2018.

Links | BibTeX | Tags: computer-aided diagnosis, diabetes mellitus, Retinal image analysis, vessel biomarkers

A fully automated pipeline of extracting biomarkers to quantify vascular changes in retina-related diseases

Jiong Zhang; Erik Bekkers; Da Chen; Tos T. J. M. Berendschot; Jan Schouten; Josien P. W. Pluim; Yonggang Shi; Behdad Dashtbozorg; Bart ter Haar Romeny

Reconnection of Interrupted Curvilinear Structures via Cortically Inspired Completion for Ophthalmologic Images Journal Article

IEEE Transactions on Biomedical Engineering, 65 (5), pp. 1151-1165, 2018.

Links | BibTeX | Tags: line completion, ophthalmologic images, orientation score (OS), retinal images, Vessel segmentation

Reconnection of Interrupted Curvilinear Structures via Cortically Inspired Completion for Ophthalmologic Images

Behdad Dashtbozorg; Jiong Zhang; Fan Huang; Bart ter Haar Romeny

Retinal Microaneurysms Detection using Local Convergence Index Features Journal Article

IEEE Transactions on Image Processing, 27 (7), pp. 3300-3315, 2018.

Links | BibTeX | Tags: computer-aided diagnosis, diabetic retinopathy, local convergence filter, microaneurysm detection, Retina

Retinal Microaneurysms Detection using Local Convergence Index Features

Fan Huang; Behdad Dashtbozorg; Tao Tan; Bart ter Haar Romeny

Retinal Artery/Vein Classification using Genetic-Search Feature Selection Journal Article

Computer Methods and Programs in Biomedicine, 161 , pp. 197-207, 2018.

Links | BibTeX | Tags: artery/vein classification, Fundus image, genetic search feature selection

Retinal Artery/Vein Classification using Genetic-Search Feature Selection

Zhang Li; Fan Huang; Jiong Zhang; Behdad Dashtbozorg; Samaneh Abbasi-Sureshjani; Yue Sun; Xi Long; Qifeng Yu; Bart ter Haar Romeny; Tao Tan

Multi-modal and Multi-vendor Retina Image Registration Journal Article

Biomedical Optics Express , 9 (2), pp. 410-422, 2018.

Links | BibTeX | Tags: multi-modal, registration, Retina

Multi-modal and Multi-vendor Retina Image Registration

Fan Huang; Behdad Dashtbozorg; Bart ter Haar Romeny

Artery/Vein Classification using Reflection Features in Retina Fundus Images Journal Article

Machine Vision and Applications, 29 , pp. 23-34, 2018.

Links | BibTeX | Tags: artery/vein classification, Blood vessels, Feature extraction, Retinal image

Artery/Vein Classification using Reflection Features in Retina Fundus Images

Samaneh Abbasi-Sureshjani; Behdad Dashtbozorg; Bart ter Haar Romeny; François Fleuret

Exploratory Study on Direct Prediction of Diabetes Using Deep Residual Networks Inproceedings

VipIMAGE 2017: Proceedings of the VI ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing, pp. 797-802, 2018.

Links | BibTeX | Tags: Deep learning, Diabetes, diabetic retinopathy, ResNet, retinal images

Exploratory Study on Direct Prediction of Diabetes Using Deep Residual Networks

Jiong Zhang; Behdad Dashtbozorg; Fan Huang; Tos T. J. M. Berendschot; Bart ter Haar Romeny

Analysis of Retinal Vascular Biomarkers for Early Detection of Diabetes Inproceedings

VipIMAGE 2017: Proceedings of the VI ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing, pp. 811-817, 2018.

Links | BibTeX | Tags: computer-aided diagnosis, diabetes mellitus, Retinal image analysis, vessel biomarkers

Analysis of Retinal Vascular Biomarkers for Early Detection of Diabetes

Fan Huang; Behdad Dashtbozorg; Jiong Zhang; Alexander Yeung; Tos T. J. M. Berendschot; Bart ter Haar Romeny

Validation Study on Retinal Vessel Caliber Measurement Technique Inproceedings

VipIMAGE 2017: Proceedings of the VI ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing, pp. 818-826, 2018.

Links | BibTeX | Tags: Active contour, Arteriolar-to-venular ratio, Diabetes, Fundus images, Vessel width

Validation Study on Retinal Vessel Caliber Measurement Technique

Friso G. Heeslinga; Josien P. W. Pluim; Behdad Dashtbozorg; Tos T. J. M. Berendschot; A.J.H.M. Houben; Mitko Veta

Distilling a Pipeline of Retinal Image Analysis Tools Into a Single CNN Conference

1st Conference on Medical Imaging with Deep Learning (MIDL 2018), Amsterdam, The Netherlands, 2018.

Links | BibTeX | Tags: Convolutional Neural Network, Distillation, Retinal Fundus Imaging

2017

Jiong Zhang; Yuan chen; Erik Bekkers; Meili Wang; Behdad Dashtbozorg; Bart ter Haar Romeny

Retinal Vessel Delineation using a Brain-Inspired Wavelet Transform and Random Forest Journal Article

Pattern Recognition, 69 , pp. 107-123, 2017.

Links | BibTeX | Tags: orientation score (OS), Random forest, Retinal image, Vessel segmentation, Wavelet transform

Retinal Vessel Delineation using a Brain-Inspired Wavelet Transform and Random Forest

Veronika Cheplygina; Pim Moeskops; Mitko Veta; Behdad Dashtbozorg; Josien P. W. Pluim

Exploring the Similarity of Medical Imaging Classification Problems Inproceedings

Intravascular Imaging and Computer Assisted Stenting, and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis: 6th Joint International Workshops, CVII-STENT 2017 and Second International Workshop, LABELS 2017, Held in Conjunction with MICCAI 2017, pp. 59-66, Springer International Publishing, 2017.

Links | BibTeX | Tags: Classification, Medical imaging, Similarity

Exploring the Similarity of Medical Imaging Classification Problems

Fan Huang; Behdad Dashtbozorg; Alexander Ka Shing Yeung; Jiong Zhang; Tos T. J. M. Berendschot; Bart ter Haar Romeny

A Comparative Study Towards the Establishment of an Automatic Retinal Vessel Width Measurement Technique Inproceedings

Fetal, Infant and Ophthalmic Medical Image Analysis: International Workshop, FIFI 2017, and 4th International Workshop, OMIA 2017, Held in Conjunction with MICCAI 2017, pp. 227-234, Springer International Publishing, 2017.

Links | BibTeX | Tags: Active contour, Arteriolar-to-venular ratio, Diabetes, Fundus images, Vessel width

A Comparative Study Towards the Establishment of an Automatic Retinal Vessel Width Measurement Technique

Samaneh Abbasi-Sureshjani; Behdad Dashtbozorg; Bart ter Haar Romeny; François Fleuret

Boosted Exudate Segmentation in Retinal Images Using Residual Nets Inproceedings

{Fetal, Infant and Ophthalmic Medical Image Analysis: International Workshop, FIFI 2017, and 4th International Workshop, OMIA 2017, Held in Conjunction with MICCAI 2017, pp. 210-218, Springer International Publishing, 2017.

Links | BibTeX | Tags: Diabetic macular edema, diabetic retinopathy, Exudate segmentation, Importance sampling, Residual nets, retinal images

Boosted Exudate Segmentation in Retinal Images Using Residual Nets

Ana Maria Mendonça; Beatriz Remeseiro; Behdad Dashtbozorg; Aurélio Campilho

Automatic and Semi-automatic Approaches for Arteriolar-to-Venular Computation in Retinal Photographs Inproceedings

Proc. SPIE 10134, Medical Imaging 2017: Computer-Aided Diagnosis, pp. 10134-10134-7, 2017.

Links | BibTeX | Tags: arteriolar-to-venular, artery/vein classification, retinal images

Automatic and Semi-automatic Approaches for Arteriolar-to-Venular Computation in Retinal Photographs

Behdad Dashtbozorg; Jiong Zhang; Samaneh Abbasi-Sureshjani; Fan Huang; Bart ter Haar Romeny

Retinal Health Information and Notification System (RHINO) Inproceedings

Proc. SPIE 10134, Medical Imaging 2017: Computer-Aided Diagnosis, pp. 1013437-1013437-6, 2017.

Links | BibTeX | Tags: computer-aided diagnosis, retinal images, RHINO

Retinal Health Information and Notification System (RHINO)

2016

Jiong Zhang; Behdad Dashtbozorg; Erik Bekkers; Josien P. W. Pluim; Remco Duits; Bart ter Haar Romeny

Robust Retinal Vessel Segmentation via Locally Adaptive Derivative Frames in Orientation Scores Journal Article

IEEE Transactions on Medical Imaging, 35 (12), pp. 2631-2644, 2016.

Links | BibTeX | Tags: Feature extraction, Image segmentation, Retinal vessels, Robustness, Transforms, Two dimensional displays

Robust Retinal Vessel Segmentation via Locally Adaptive Derivative Frames in Orientation Scores

Bart ter Haar Romeny; Erik Bekkers; Jiong Zhang; Samaneh Abbasi-Sureshjani; Fan Huang; Remco Duits; Behdad Dashtbozorg; et al.

Brain-inspired Algorithms for Retinal Image Analysis Journal Article

Machine Vision and Applications, 27 (8), pp. 1117-1135, 2016.

Links | BibTeX | Tags: diabetic retinopathy, Multi-orientation, Orientation scores, Retina, Screening, SE(2), Tortuosity, Vessel analysis

Brain-inspired Algorithms for Retinal Image Analysis

Fan Huang; Behdad Dashtbozorg; Jiong Zhang; Erik Bekkers; Samaneh Abbasi-Sureshjani; Tos T. J. M. Berendschot; Bart ter Haar Romeny

Reliability of Using Retinal Vascular Fractal Dimension as a Biomarker in the Diabetic Retinopathy Detection Journal Article

Journal of Ophthalmology, 2016 (6259047), pp. 1-13, 2016.

Links | BibTeX | Tags: diabetic retinopathy, fractal dimension, Retinal image

Reliability of Using Retinal Vascular Fractal Dimension as a Biomarker in the Diabetic Retinopathy Detection

Behdad Dashtbozorg; Samaneh Abbasi-Sureshjani; Jiong Zhang; Fan Huang; Erik Bekkers; Bart ter Haar Romeny

Infrastructure for Retinal Image Analysis Inproceedings

Proceedings of the Ophthalmic Medical Image Analysis Third International Workshop, OMIA 2016, Held in Conjunction with MICCAI 2016, pp. 105-112, 2016.

Links | BibTeX | Tags: artery/vein classification, bifurcation, biomarkers, curvature, Diabetes, fovea, fractal dimension, microaneurysm, optic disc, Orientation scores, Retina, Vessel segmentation

Infrastructure for Retinal Image Analysis

Jiong Zhang; Erik Bekkers; Samaneh Abbasi-Sureshjani; Behdad Dashtbozorg; Bart ter Haar Romeny

Bridging Disconnected Curvilinear Structures via Numerical Evolutions of Completion Process in Ophthalmologic Images Inproceedings

Proceedings of the Ophthalmic Medical Image Analysis Third International Workshop, OMIA 2016, Held in Conjunction with MICCAI 2016, pp. 156-157, 2016.

Links | BibTeX | Tags: Completion, Curvilinear Structures, ophthalmologic images

Bridging Disconnected Curvilinear Structures via Numerical Evolutions of Completion Process in Ophthalmologic Images

Behdad Dashtbozorg; Jiong Zhang; Fan Huang; Bart ter Haar Romeny

Automatic Optic Disc and Fovea Detection in Retinal Images Using Super-Elliptical Convergence Index Filters Inproceedings

Campilho A., Karray F (Ed.): Image Analysis and Recognition. ICIAR 2016, Springer, 2016.

Links | BibTeX | Tags: Convergence index filter, diabetic retinopathy, fovea, optic disc, Retina

Automatic Optic Disc and Fovea Detection in Retinal Images Using Super-Elliptical Convergence Index Filters

Behdad Dashtbozorg; Jiong Zhang; Fan Huang; Bart ter Haar Romeny

RetinaCheck: An Interactive Platform for Retinal Image Analysis Conference

13th IEEE International Symposium on Biomedical Imaging, ISBI 2016, 2016.

Links | BibTeX | Tags: computer-aided diagnosis, RetinaCheck, Retinal image analysis, retinal imaging

RetinaCheck: An Interactive Platform for Retinal Image Analysis

Samaneh Abbasi-Sureshjani; Iris Smit-Ockeloen; Erik Bekkers; Behdad Dashtbozorg; Bart ter Haar Romeny

Automatic Detection of Vascular Bifurcations and Crossings in Retinal Images using Orientation Scores Inproceedings

2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI), 2016.

Links | BibTeX | Tags: bifurcation, Crossing, Junction, Orientation scores, Retinal fundus image, Vasculature

Automatic Detection of Vascular Bifurcations and Crossings in Retinal Images using Orientation Scores

2015

Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio Campilho

Optic Disc Segmentation using the Sliding Band Filter Journal Article

Computers in Biology and Medicine, 56 , pp. 1-12, 2015.

Links | BibTeX | Tags: Boundary extraction, Optic disc segmentation, retinal images, Segmentation evaluation, Sliding band filter

Optic Disc Segmentation using the Sliding Band Filter

Behdad Dashtbozorg

Advanced Image Analysis for the Assessment of Retinal Vascular Changes PhD Thesis

2015.

Links | BibTeX | Tags: Retinal Vascular Changes

Advanced Image Analysis for the Assessment of Retinal Vascular Changes

Fan Huang; Jiong Zhang; Erik Bekkers; Behdad Dashtbozorg; Bart ter Haar Romeny

Stability Analysis of Fractal Dimension in Retinal Vasculature Inproceedings

Chen X Garvin MK, Liu JJ Trusso Xu E Y (Ed.): Proceedings of the Ophthalmic Medical Image Analysis Second International Workshop, OMIA 2015, Held in Conjunction with MICCAI 2015, pp. 1-8, 2015.

Links | BibTeX | Tags: Fractal analysis, fractal dimension, Retinal image analysis

Stability Analysis of Fractal Dimension in Retinal Vasculature

Behdad Dashtbozorg; Fan Huang; Jiong Zhang; Samaneh Abbasi-Sureshjani; Bart ter Haar Romeny

RetinaCheck, a New Platform for Early Detection of Diabetic Retinopathy Conference

Dutch Society for Pattern Recognition and Image Processing, NVPHBV 2015, 2015.

Links | BibTeX | Tags: computer-aided diagnosis, diabetic retinopathy, RetinaCheck

Jiong Zhang; Erik Bekkers; Samaneh Abbasi-Sureshjani; Behdad Dashtbozorg; Bart ter Haar Romeny

Robust and Fast Vessel Segmentation via Gaussian Derivatives in Orientation Scores Inproceedings

V., Murino; E., Puppo (Ed.): Image Analysis and Processing — ICIAP 2015, pp. 537-547, 2015.

Links | BibTeX | Tags: Crossing preservation, Gaussian derivatives, Matched filter, Micro-vasculature, Orientation scores, Retinal vessel segmentation

Robust and Fast Vessel Segmentation via Gaussian Derivatives in Orientation Scores

Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio Campilho

Assessment of Retinal Vascular Changes Through Arteriolar-to-Venular Ratio Calculation Inproceedings

M., Kamel; A., Campilho (Ed.): Image Analysis and Recognition. ICIAR 2015, pp. 335-343, Springer, 2015.

Links | BibTeX | Tags: Arteriolar-to-venular ratio, artery/vein classification, Optic disc detection, retinal images, Vessel segmentation

Assessment of Retinal Vascular Changes Through Arteriolar-to-Venular Ratio Calculation

2014

Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio Campilho

An Automatic Graph-Based Approach for Artery/Vein Classification in Retinal Images Journal Article

IEEE Transactions on Image Processing , 23 (3), pp. 1073-1083, 2014.

Links | BibTeX | Tags: artery/vein classification, graph, retinal images, Vessel segmentation

An Automatic Graph-Based Approach for Artery/Vein Classification in Retinal Images

Ana Maria Mendonça; Behdad Dashtbozorg; Aurélio Campilho

Segmentation of the Vascular Network of the Retina Book Chapter

Ng, E Y K; Acharya, U R; Campilho, A; Suri, J S (Ed.): Image Analysis and Modeling in Ophthalmology , Chapter 5, pp. 85-109, CRC Press, 2014, ISBN: 9781138071759 .

Links | BibTeX | Tags: Vessel segmentation

Segmentation of the Vascular Network of the Retina

Behdad Dashtbozorg; Ana Maria Mendonça; Susana Penas; Jorge Polónia; Aurélio Campilho

RetinaCAD - Retinal Computer-Aided Diagnosis System Conference

20th Portuguese Conference on Pattern Recognition (RecPad 2014), 2014.

Links | BibTeX | Tags: computer-aided diagnosis, RetinaCAD, Retinal image analysis

RetinaCAD - Retinal Computer-Aided Diagnosis System

Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio Campilho

An Unsupervised Graph-based Method for Artery/Vein Classification in Retinal Images Conference

3rd International Symposium in Applied Bioimaging, 2014.

Links | BibTeX | Tags: artery/vein classification, graph, retinal images

Behdad Dashtbozorg; Ana Maria Mendonça; Susana Penas; Aurélio Campilho

Computer-aided Diagnosis System for the Assessment of Retinal Vascular Changes Inproceedings

X, Chen; MK, Garvin; JJ, Liu (Ed.): Proceedings of the Ophthalmic Medical Image Analysis First International Workshop, OMIA 2014, Held in Conjunction with MICCAI 2014, pp. 9-16, 2014.

Links | BibTeX | Tags: computer-aided diagnosis, Retinal Vascular Changes

Computer-aided Diagnosis System for the Assessment of Retinal Vascular Changes

Behdad Dashtbozorg; Ana Maria Mendonça; Susana Penas; Aurélio Campilho

RetinaCAD, a System for the Assessment of Retinal Vascular Changes Inproceedings

36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, pp. 6328-6331, 2014.

Links | BibTeX | Tags: Arteries, bifurcation, Correlation, Diabetes, Image segmentation, Optical imaging, Retina

RetinaCAD, a System for the Assessment of Retinal Vascular Changes

Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio Campilho

Assessment of Vascular Changes in Retinal Images Inproceedings

IEEE International Symposium on Medical Measurements and Applications (MeMeA), pp. 1-4, 2014.

Links | BibTeX | Tags: Arteriolar-to-venular ratio, artery/vein classification, Optic disc detection, retinal images, Vessel segmentation

Assessment of Vascular Changes in Retinal Images

2013

Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio Campilho

An Automatic Method for Assessing Retinal Vessel Width Changes Conference

19th edition of the Portuguese Conference on Pattern Recognition (RecPAD), 2013.

Links | BibTeX | Tags: RetinaCAD, Retinal image, Vessel width

An Automatic Method for Assessing Retinal Vessel Width Changes

Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio Campilho

Automatic Measurement of Arteriolar-to-Venular Ratio in Retinal Images Conference

2nd International symposium in applied bioimaging from molecule to man, 2013.

Links | BibTeX | Tags: Arteriolar-to-venular ratio, RetinaCAD

Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio Campilho

An Automatic Method for the Estimation of Arteriolar-to-Venular Ratio in Retinal Images Inproceedings

Proceedings of the 26th IEEE International Symposium on Computer-Based Medical Systems, pp. 512-513, 2013.

Links | BibTeX | Tags: Blood vessels, eye, image classification, Image segmentation, medical image processing, vision

An Automatic Method for the Estimation of Arteriolar-to-Venular Ratio in Retinal Images

Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio Campilho

Automatic Estimation of the Arteriolar-to-Venular Ratio in Retinal Images Using a Graph-Based Approach for Artery/Vein Classification Inproceedings

M., Kamel; A., Campilho (Ed.): Image Analysis and Recognition. ICIAR 2013, pp. 530-538, Springer, 2013.

Links | BibTeX | Tags: Arteriolar-to-venular ratio, artery/vein classification, Optic disc detection, retinal images, Vessel segmentation

Automatic Estimation of the Arteriolar-to-Venular Ratio in Retinal Images Using a Graph-Based Approach for Artery/Vein Classification

Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio Campilho

Automatic Classification of Retinal Vessels Using Structural and Intensity Information Inproceedings

Sanches J.M and, Micó L; J.S., Cardoso (Ed.): Pattern Recognition and Image Analysis. IbPRIA 2013, pp. 600-607, 2013.

Links | BibTeX | Tags: artery/vein classification, graph, retinal images, Vessel segmentation

Automatic Classification of Retinal Vessels Using Structural and Intensity Information

2012

Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio Campilho

Graph-based Method for Retinal Blood Vessel Classification Conference

18th edition of the Portuguese Conference on Pattern Recognition (RecPAD), 2012.

Links | BibTeX | Tags: artery/vein classification, Retinal image

Graph-based Method for Retinal Blood Vessel Classification

Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio Campilho

Graph-based Method for Blood Vessels Classification in Retinal Images Conference

1st PhD. Students Conference in Electrical and Computer Engineering, 2012.

Links | BibTeX | Tags: artery/vein classification, graph

2011

Hamid Reza Abutalebi; Behdad Dashtbozorg

Speech Dereverberation in Noisy Environments using an Adaptive minimum Mean Square Error Estimator Journal Article

IET Signal Processing, 5 (2), pp. 130-137, 2011.

Links | BibTeX | Tags: adaptive estimation, least mean squares methods, speech processing

Speech Dereverberation in Noisy Environments using an Adaptive minimum Mean Square Error Estimator

Behdad Dashtbozorg; Ana Maria Mendonça; Aurélio Campilho

Measurement of Retinal Blood Vessel Caliber Using Two Different Segmentation Methods Conference

17th edition of the Portuguese Conference on Pattern Recognition (RecPAD), 2011.

Links | BibTeX | Tags: Retinal vessel segmentation

Measurement of Retinal Blood Vessel Caliber Using Two Different Segmentation Methods

2009

Behdad Dashtbozorg; Hamid Reza Abutalebi

Joint Noise Reduction and Dereverberation of Speech Using Hybrid TF-GSC and Adaptive MMSE Estimator Inproceedings

INTERSPEECH. 2009, pp. 1355-1358, 2009.

Links | BibTeX | Tags: Dereverberation, MMSE, Noise Reduction

Joint Noise Reduction and Dereverberation of Speech Using Hybrid TF-GSC and Adaptive MMSE Estimator

Behdad Dashtbozorg; Hamid Reza Abutalebi

Adaptive MMSE Speech Spectral Amplitude Estimator Under Signal Presence Uncertainty Inproceedings

17th European Signal Processing Conference, pp. 209-212, 2009.

Links | BibTeX | Tags: Abstracts, Noise measurement, Speech

Adaptive MMSE Speech Spectral Amplitude Estimator Under Signal Presence Uncertainty

Behdad Dashtbozorg; Hamid Reza Abutalebi

Speech Dereverberation using a new MMSE-based estimator Inproceedings

Proc. of the 17th Iranian Conference on Electrical Engineering (ICEE), 2009.

BibTeX | Tags: Dereverberation, MMSE, speech processing

Behdad Dashtbozorg; Hamid Reza Abutalebi; M. R. Aghabozorgi

Various Order MMSE Speech Spectral Amplitude Estimation Inproceedings

Proc. of the 17th Iranian Conference on Electrical Engineering (ICEE), 2009.

BibTeX | Tags: MMSE, speech processing

2008

Hamid Reza Abutalebi; Behdad Dashtbozorg; Tahereh Zare

Speech Enhancement using Hybrid Generalized Sidelobe Canceler and Spectral Estimator Inproceedings

Proc. of the 4th International Symposium on Telecommunication (IST), 2008.

BibTeX | Tags: speech processing

Behdad Dashtbozorg; Hamid Reza Abutalebi

Processing Spectrogram Output Image of Spectral Subtraction for Musical Noise Reduction Inproceedings

Proc. of the 16th Iranian Conference on Electrical Engineering (ICEE, 2008.

BibTeX | Tags: Noise Reduction

Behdad Dashtbozorg; Mohammad Taghi Sadeghi

Image Denoising by Non-uniform Quantization of Wavelet Coefficients Inproceedings

Proc. of the 16th Iranian Conference on Electrical Engineering (ICEE), 2008.

BibTeX | Tags: image denoising

Hamid Reza Abutalebi; Behdad Dashtbozorg

Musical Noise Reduction by Processing Spectrogram of Spectral Subtraction Output Inproceedings

Proc. of the 15th International Congress on Sound and Vibration, pp. 2979-2986, 2008.

Links | BibTeX | Tags: Noise Reduction, speech processing