Proceedings of the Ophthalmic Medical Image Analysis Third International Workshop (OMIA 2016)
Held in Conjunction with MICCAI 2016, Athens, Greece, October 21, 2016
Editors: Xinjian Chen, Mona K. Garvin, Jiang Liu, Emanuele Trucco, Yanwu Xu

Schedule

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2016
Friday, October 21st
12:00 AM

Segmentation of Optic Disc and Optic Cup in Retinal Fundus Images Using Coupled Shape Regression

Suman Sedai, IBM Research Australia
Pallab Roy, IBM Research Australia
Dwarikanath Mahapatra, IBM Research Australia
Rahil Garnavi, IBM Research Australia

pp. 1-8
https://doi.org/10.17077/omia.1040

12:00 AM - 12:00 AM

A Depth Based Approach to Glaucoma Detection Using Retinal Fundus Images

Akshaya Ramaswamy, Indian Institute of Technology (IIT) Madras, India
Keerthi Ram, Healthcare Technology Innovation Centre (HTIC), India
Mohanasankar Sivaprakasam, Indian Institute of Technology (IIT) Madras, India

pp. 9-16
https://doi.org/10.17077/omia.1041

12:00 AM - 12:00 AM

Automatic Optic Disc Abnormality Detection in Fundus Images: A Deep Learning Approach

Hanan S. Alghamdi, King Abdulaziz University, Jeddah, Saudi Arabia
Hongying Lilian Tang, University of Surrey, Guildford, United Kingdom
Saad A. Waheeb, King Faisal Specialist Hospital, Jeddah, Saudi Arabia
Tunde Peto, National Institute for Health Research Biomedical Research Centre at Moorfields Eye Hospital NHS Foundation Trust

pp. 17-24
https://doi.org/10.17077/omia.1042

12:00 AM - 12:00 AM

Automated Tessellated Fundus Detection in Color Fundus Images

Mengdi Xu, Agency for Science, Technology and Research, Singapore
Jun Cheng, Agency for Science, Technology and Research, Singapore
Damon Wing Kee Wong, Agency for Science, Technology and Research, Singapore
Ching-Yu Cheng, Singapore Eye Research Institute
Seang Mei Saw, Singapore Eye Research Institute
Tien Yin Wong, Singapore Eye Research Institute

pp. 25-32
https://doi.org/10.17077/omia.1043

12:00 AM - 12:00 AM

Intensity-based Choroidal Registration Using Regularized Block Matching

Tiziano Ronchetti, University of Basel
Peter Maloca, University of Basel
Christoph Meier, Bern University of Applied Sciences
Selim Orgül, University of Basel
Christoph Jud, University of Basel
Pascal Hasler, University of Basel
Boris Považay, Bern University of Applied Sciences
Philippe C. Cattin, University of Basel

pp. 33-40
https://doi.org/10.17077/omia.1044

12:00 AM - 12:00 AM

Predicting Drusen Regression from OCT in Patients with Age-Related Macular Degeneration

Hrvoje Bogunović, Medical University of Vienna, Austria
Alessio Montuoro, Medical University of Vienna, Austria
Sebastian M. Waldstein, Medical University of Vienna, Austria
Magdalena Baratsits, Medical University of Vienna, Austria
Ferdinand Schlanitz, Medical University of Vienna, Austria
Ursula Schmidt-Erfurth, Medical University of Vienna, Austria

pp. 41-48
https://doi.org/10.17077/omia.1045

12:00 AM - 12:00 AM

Restoration of Neonatal Retinal Images

Sharath M. Shankaranarayana, Indian Institute of Technology Madras (IITM), India
Keerthi Ram, Healthcare Technology Innovation Centre, IITM, India
Anand Vinekar, Narayana Nethralaya
Kaushik Mitra, Indian Institute of Technology Madras (IITM), India
Mohanasankar Sivaprakasam, Indian Institute of Technology Madras (IITM), India

pp. 49-56
https://doi.org/10.17077/omia.1046

12:00 AM - 12:00 AM

Retinal Vessel Segmentation from Simple to Difficult

Qing Liu, Central South University
Beiji Zou, Central South University
Jie Chen, University of Oulu
Zailiang Chen, Central South University
Chengzhang Zhu, Central South University
Kejuan Yue, Central South University
Guoying Zhao, University of Oulu

pp. 57-64
https://doi.org/10.17077/omia.1047

12:00 AM - 12:00 AM

Motion Correction in Optical Coherence Tomography for Multi-modality Retinal Image Registration

Jun Cheng, Institute for Infocomm Research, A*STAR, Singapore
Jimmy Addison Lee, Institute for Infocomm Research, A*STAR, Singapore
Guozhen Xu, Institute for Infocomm Research, A*STAR, Singapore
Ying Quan, Institute for Infocomm Research, A*STAR, Singapore
Ee Ping Ong, Institute for Infocomm Research, A*STAR, Singapore
Damon Wing Kee Wong, Institute for Infocomm Research, A*STAR, Singapore

pp. 65-72
https://doi.org/10.17077/omia.1048

12:00 AM - 12:00 AM

Artefacts Removal from Optical Coherence Tomography Angiography

Ee Ping Ong, Agency for Science, Technology and Research, Singapore
Jun Cheng, Agency for Science, Technology and Research, Singapore
Ying Quan, Agency for Science, Technology and Research, Singapore
Guozhen Xu, Agency for Science, Technology and Research, Singapore
Damon W.K. Wong, Agency for Science, Technology and Research, Singapore

pp. 73-80
https://doi.org/10.17077/omia.1049

12:00 AM - 12:00 AM

Stereo Eye Tracking with a Single Camera for Ocular Tumor Therapy

Stephan Wyder, University of Basel
Philippe C. Cattin, University of Basel

pp. 81-88
https://doi.org/10.17077/omia.1050

12:00 AM - 12:00 AM

Automated Morphometric Analysis of in-vivo Human Corneal Endothelium

Fabio Scarpa, University of Padova, Padova, Italy
Chiara Dalla Gassa, University of Padova, Padova, Italy
Alfredo Ruggeri, University of Padova, Padova, Italy

pp. 89-96
https://doi.org/10.17077/omia.1051

12:00 AM - 12:00 AM

Retinal Image Quality Classification Using Neurobiological Models of the Human Visual System

Dwarikanath Mahapatra, IBM Research Melbourne, Australia

pp. 97-104
https://doi.org/10.17077/omia.1052

12:00 AM - 12:00 AM

Infrastructure for Retinal Image Analysis

Behdad Dashtbozorg, Eindhoven University of Technology, Eindhoven, the Netherlands
Samaneh Abbasi-Sureshjani, Eindhoven University of Technology, Eindhoven, the Netherlands
Jiong Zhang, Eindhoven University of Technology, Eindhoven, the Netherlands
Fan Huang, Eindhoven University of Technology, Eindhoven, the Netherlands
Erik Bekkers, Eindhoven University of Technology, Eindhoven, the Netherlands
Bart ter Haar Romeny, Northeastern University, Shenyang, China

pp. 105-112
https://doi.org/10.17077/omia.1053

12:00 AM - 12:00 AM

Image Quality Classification for DR Screening Using Convolutional Neural Networks

Ruwan Tennakoon, IBM Research Australia
Dwarikanath Mahapatra, IBM Research Australia
Pallab Roy, IBM Research Australia
Suman Sedai, IBM Research Australia
Rahil Garnavi, IBM Research Australia

pp. 113-120
https://doi.org/10.17077/omia.1054

12:00 AM - 12:00 AM

Diabetic Macular Edema Grading Based on Deep Neural Networks

Baidaa Al-Bander, University of Liverpool, UK
Waleed Al-Nuaimy, University of Liverpool, UK
Majid A. Al-Taee, University of Liverpool, UK
Bryan M. Williams, University of Liverpool, UK
Yalin Zheng, University of Liverpool, UK

pp. 121-128
https://doi.org/10.17077/omia.1055

12:00 AM - 12:00 AM

Optic Cup Segmentation Using Large Pixel Patch Based CNNs

Yundi Guo, Central South University, Changsha, China
Beiji Zou, Central South University, Changsha, China
Zailiang Chen, Central South University, Changsha, China
Qi He, Central South University, Changsha, China
Qing Liu, Central South University, Changsha, China
Rongchang Zhao, Central South University, Changsha, China

pp. 129-136
https://doi.org/10.17077/omia.1056

12:00 AM - 12:00 AM

A Novel Machine Learning Model Based on Exudate Localization to Detect Diabetic Macular Edema

Oscar Perdomo, Universidad Nacional de Colombia, Bogotá, Colombia
Sebastian Otalora, Universidad Nacional de Colombia, Bogotá, Colombia
Francisco Rodríguez, National Ophthalmological Foundation, Bogotá, Colombia
John Arevalo, Universidad Nacional de Colombia, Bogotá, Colombia
Fabio A. González, Universidad Nacional de Colombia, Bogotá, Colombia

pp. 137-144
https://doi.org/10.17077/omia.1057

12:00 AM - 12:00 AM

Evaluation of the Areas Involved in Visual Cortex in Parkinson's Disease Using Diffusion Tensor Imaging

Somayeh Mohammadi Jooyandeh, University of Regensburg, Regensburg, Germany
Aida Kamalian, University of Medical Sciences, Tehran, Iran
Sepideh Shiranvand, University of Medical Sciences, Tehran, Iran
Mahsa Dolatshahi, University of Medical Sciences, Tehran, Iran
Mohammad Hadi Shadmehr, University of Medical Sciences, Tehran, Iran
Thomas C. Baghai, University of Regensburg, Regensburg, Germany
Farzaneh Rahmani, University of Medical Sciences, Tehran, Iran
Ahmad Shojaie, Basir Eye Health Research Center, Tehran, Iran
Mohammad Hadi Aarabi, Basir Eye Health Research Center, Tehran, Iran

pp. 145-151
https://doi.org/10.17077/omia.1058

12:00 AM - 12:00 AM

Anterior Chamber Angle Assessment System

Huazhu Fu, Institute for Infocomm Research, A*STAR, Singapore
Yanwu Xu, Institute for Infocomm Research, A*STAR, Singapore
Damon Wing Kee Wong, Institute for Infocomm Research, A*STAR, Singapore
Jiang Liu, Chinese Academy of Sciences, China
Mani Baskaran, Singapore Eye Research Institute and Singapore National Eye Centre, Singapore
Shamira A. Perera, Singapore Eye Research Institute and Singapore National Eye Centre, Singapore
Tin Aung, Singapore Eye Research Institute and Singapore National Eye Centre, Singapore

pp. 152-153
https://doi.org/10.17077/omia.1059

12:00 AM - 12:00 AM

Geometric Connectivity Analysis Based on Edge Co-Occurrences in Retinal Images

Samaneh Abbasi-Sureshjani, Eindhoven University of Technology, The Netherlands
Jiong Zhang, Eindhoven University of Technology, The Netherlands
Gonzalo Sanguinetti, Eindhoven University of Technology, The Netherlands
Remco Duits, Eindhoven University of Technology, The Netherlands
Bart ter Haar Romeny, Eindhoven University of Technology, The Netherlands

pp. 154-155
https://doi.org/10.17077/omia.1060

12:00 AM - 12:00 AM

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

Jiong Zhang, Eindhoven University of Technology, The Netherlands
Erik Bekkers, Eindhoven University of Technology, The Netherlands
Samaneh Abbasi-Sureshjani, Eindhoven University of Technology, The Netherlands
Behdad Dashtbozorg, Eindhoven University of Technology, The Netherlands
Bart ter Haar Romeny, Eindhoven University of Technology, The Netherlands

pp. 156-157
https://doi.org/10.17077/omia.1061

12:00 AM - 12:00 AM

Vessel Extraction for AS-OCT Angiography

Huazhu Fu, Institute for Infocomm Research, A*STAR, Singapore
Yanwu Xu, Institute for Infocomm Research, A*STAR, Singapore
Damon Wing Kee Wong, Institute for Infocomm Research, A*STAR, Singapore
Marcus Ang, Singapore Eye Research Institute
Suchandrima Das, Singapore Eye Research Institute
Jiang Liu, Chinese Academy of Sciences, China

pp. 158-159
https://doi.org/10.17077/omia.1062

12:00 AM - 12:00 AM