Proceedings of the Ophthalmic Medical Image Analysis Second International Workshop (OMIA 2015)
Held in Conjunction with MICCAI 2015 Munich, Germany, October 9, 2015
Editors: Xinjian Chen, Mona K. Garvin, Jiang Liu, Emanuele Trucco, Yanwu Xu

Schedule

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2015
Friday, October 9th
12:00 AM

Stability Analysis of Fractal Dimension in Retinal Vasculature

Fan Huang, Eindhoven University of Technology
Jiong Zhang, Eindhoven University of Technology
Erik J. Bekkers, Eindhoven University of Technology
Behdad Dashtbozorg, Eindhoven University of Technology
Bart M. ter Haar Romeny, Eindhoven University of Technology

pp. 1-8
https://doi.org/10.17077/omia.1020

12:00 AM - 12:00 AM

Classification of SD-OCT Volumes with LBP: Application to DME Detection

Guillaume Lemaître, Universitat de Girona
Mojdeh Rastgoo, Universitat de Girona
Joan Massich, Univ. Bourgogne Franche-Comté
Shrinivasan Sankar, Univ. Bourgogne Franche-Comté
Fabrice Mériaudeau, Univ. Bourgogne Franche-Comté
Désiré Sidibé, Univ. Bourgogne Franche-Comté

pp. 9-16
https://doi.org/10.17077/omia.1021

12:00 AM - 12:00 AM

Glaucoma Detection by Learning from Multiple Informatics Domains

Yanwu Xu, Institute for Infocomm Research, Agency for Science, Technology and Research, Singapore
Lixin Duan, Institute for Infocomm Research, Agency for Science, Technology and Research, Singapore
Damon Wing Kee Wong, Institute for Infocomm Research, Agency for Science, Technology and Research, Singapore
Tien Yin Wong, National University of Singapore
Jiang Liu, Institute for Infocomm Research, Agency for Science, Technology and Research, Singapore

pp. 17-24
https://doi.org/10.17077/omia.1022

12:00 AM - 12:00 AM

Segmentation of Corneal Endothelial Cells Contour by Means of a Genetic Algorithm

Fabio Scarpa, University of Padova
Alfredo Ruggeri, University of Padova

pp. 25-32
https://doi.org/10.17077/omia.1023

12:00 AM - 12:00 AM

Automated Bruch’s Membrane Opening Segmentation in Cases of Optic Disc Swelling in Combined 2D and 3D SD-OCT Images Using Shape-Prior and Texture Information

Jui-Kai Wang, University of Iowa
Randy H. Kardon, University of Iowa
Mona K. Garvin, University of Iowa

pp. 33-40
https://doi.org/10.17077/omia.1024

12:00 AM - 12:00 AM

Obtaining Consensus Annotations For Retinal Image Segmentation Using Random Forest And Graph Cuts

Dwarikanath Mahapatra, ETH Zurich
Joachim M. Buhmann, ETH Zurich

pp. 41-48
https://doi.org/10.17077/omia.1025

12:00 AM - 12:00 AM

Geodesic Graph Cut Based Retinal Fluid Segmentation in Optical Coherence Tomography

Hrvoje Bogunović, University of Iowa
Michael D. Abràmoff, University of Iowa
Milan Sonka, University of Iowa

pp. 49-56
https://doi.org/10.17077/omia.1026

12:00 AM - 12:00 AM

Multimodal Graph-Theoretic Approach for Segmentation of the Internal Limiting Membrane at the Optic Nerve Head

Mohammad Saleh Miri, University of Iowa
Victor A. Robles, University of Iowa
Michael D. Abràmoff, University of Iowa
Young H. Kwon, University of Iowa
Mona K. Garvin, University of Iowa

pp. 57-64
https://doi.org/10.17077/omia.1027

12:00 AM - 12:00 AM

Segmentation of the Retinal Vasculature within Spectral-Domain Optical Coherence Tomography Volumes of Mice

Wenxiang Deng, University of Iowa
Bhavna Antony, University of Iowa
Elliott H. Sohn, University of Iowa
Michael D. Abràmoff, University of Iowa
Mona K. Garvin, The University of Iowa, Iowa City

pp. 65-72
https://doi.org/10.17077/omia.1028

12:00 AM - 12:00 AM

Effective Drusen Localization for Early AMD Screening using Sparse Multiple Instance Learning

Huiying Lu, Institute for Infocomm Research, Agency for Science, Technology and Research, Singapore
Yanwu Xu, Institute for Infocomm Research, Agency for Science, Technology and Research, Singapore
Damon W. K. Wong, Institute for Infocomm Research, Agency for Science, Technology and Research, Singapore
Jiang Liu, Institute for Infocomm Research, Agency for Science, Technology and Research, Singapore

pp. 73-80
https://doi.org/10.17077/omia.1029

12:00 AM - 12:00 AM

Adaptive Super-Candidate Based Approach for Detection and Classification of Drusen on Retinal Fundus Images

Vaanathi Sundaresan, Indian Institute of Technology Madras
Keerthi Ram, Indian Institute of Technology Madras
Kulasekaran Selvaraj, Indian Institute of Technology Madras
Niranjan Joshi, Indian Institute of Technology Madras
Mohanasankar Sivaprakasam, Indian Institute of Technology Madras

pp. 81-88
https://doi.org/10.17077/omia.1030

12:00 AM - 12:00 AM

Refining Coarse Manual Segmentations with Stable Probability Regions

Lauri Laaksonen, Lappeenranta University of Technology
Joni Herttuainen, Lappeenranta University of Technology
Hannu Uusitalo, University of Tampere
Lasse Lensu, Lappeenranta University of Technology

pp. 89-96
https://doi.org/10.17077/omia.1031

12:00 AM - 12:00 AM

Automatic Grading of Diabetic Retinopathy on a Public Database

Lama Seoud, Diagnos Inc.
Jihed Chelbi, Diagnos Inc.
Farida Cheriet, Polytechnique Montreal

pp. 97-104
https://doi.org/10.17077/omia.1032

12:00 AM - 12:00 AM

EyeArt + EyePACS: Automated Retinal Image Analysis For Diabetic Retinopathy Screening in a Telemedicine System

Malavika Bhaskaranand, Eyenuk Inc.
Jorge Cuadros, EyePACS LLC.
Chaithanya Ramachandra, Eyenuk Inc.
Sandeep Bhat, Eyenuk, Inc.
Muneeswar G. Nittala, Dohney Eye Institute
Srinivas R. Sadda, Dohney Eye Institute
Kaushal Solanki, Eyenuk, Inc.

pp. 105-112
https://doi.org/10.17077/omia.1033

12:00 AM - 12:00 AM

Curvature Based Biomarkers for Diabetic Retinopathy via Exponential Curve Fits in SE(2)

Erik J. Bekkers, Eindhoven University of Technology
Jiong Zhang, Eindhoven University of Technology
Remco Duits, Eindhoven University of Technology
Bart M. ter Haar Romeny, Eindhoven University of Technology

pp. 113-120
https://doi.org/10.17077/omia.1034

12:00 AM - 12:00 AM

Retinal Artery/Vein Classification via Graph Cut Optimization

Koen Eppenhof, Eindhoven University of Technology
Erik Bekkers, Eindhoven University of Technology
Tos T.J.M. Berendschot, University Eye Clinic Maastricht
Josien P.W. Pluim, Eindhoven University of Technology
Bart M. ter Haar Romeny, Eindhoven University of Technology

pp. 121-128
https://doi.org/10.17077/omia.1035

12:00 AM - 12:00 AM

A New Method of Blind Deconvolution for Colour Fundus Retinal Images

Bryan M. Williams, University of Liverpool
Ke Chen, University of Liverpool
Simon P. Harding, University of Liverpool
Yalin Zheng, University of Liverpool

pp. 129-136
https://doi.org/10.17077/omia.1036

12:00 AM - 12:00 AM

Evaluation of Publicly Available Blood Vessel Segmentation Methods for Retinal Images

Pavel Vostatek, Lappeenranta University of Technology
Ela Claridge, University of Birmingham
Pauli Fält, University of Eastern Finland
Markku Hauta-Kasari, University of Eastern Finland
Hannu Uusitalo, University of Tampere
Lasse Lensu, Lappeenranta University of Technology

pp. 137-144
https://doi.org/10.17077/omia.1037

12:00 AM - 12:00 AM

A Polar Map Based Approach Using Retinal Fundus Images for Glaucoma Detection

Akshaya Ramaswamy, Indian Institute of Technology Madras
Keerthi Ram, Indian Institute of Technology Madras
Niranjan Joshi, Indian Institute of Technology Madras
Mohanasankar Sivaprakasam, Indian Institute of Technology Madras

pp. 145-152
https://doi.org/10.17077/omia.1038

12:00 AM - 12:00 AM

Boosting Convolutional Filters with Entropy Sampling for Optic Cup and Disc Image Segmentation from Fundus Images

Julian G. Zilly, ETH Zurich
Joachim M. Buhmann, ETH Zurich
Dwarikanath Mahapatra, ETH Zurich

pp. 153-160
https://doi.org/10.17077/omia.1039

12:00 AM - 12:00 AM