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HAIS
2012
Springer
7 years 7 months ago
Generalized Weighted Majority Voting with an Application to Algorithms Having Spatial Output
In this paper we propose a method using a generalization of the weighted majority voting scheme to locate the optic disc (OD) in retinal images automatically. The location with the...
Henrietta Toman, Laszlo Kovacs, Agnes Jonas, Lajos...
TMI
2010
148views more  TMI 2010»
8 years 9 months ago
General Retinal Vessel Segmentation Using Regularization-Based Multiconcavity Modeling
—Detecting blood vessels in retinal images with the presence of bright and dark lesions is a challenging unsolved problem. In this paper, a novel multiconcavity modeling approach...
Benson S. Y. Lam, Yongsheng Gao, Alan Wee-Chung Li...
MVA
2007
189views Computer Vision» more  MVA 2007»
9 years 24 days ago
Localization of Optic Disk Using Independent Component Analysis and Modified Structural Similarity Measure
Localization and segmentation of Optic Disk (OD) is an important prerequisite for automatic detection of Diabetic Retinopathy (DR) from digital retinal fundus images. Considerable...
S. Balasubramanian, Srikanth Khanna, V. Chandrasek...
CVPR
2000
IEEE
9 years 3 months ago
An Effective Approach to Detect Lesions in Color Retinal Images
Diabetic-related eye diseases are the most common cause of blindness in the world. So far the most effective treatment for these eye diseases is early detection through regular sc...
Huan Wang, Wynne Hsu, Kheng Guan Goh, Mong-Li Lee
ISVC
2005
Springer
9 years 4 months ago
Retinal Image Registration for NIH's ETDRS
This paper presents a retinal image registration approach for National Institute of Health (NIH)’s Early Treatment Diabetic Retinopathy Study (ETDRS) standard. The ETDRS imaging ...
Thitiporn Chanwimaluang, Guoliang Fan
ICDM
2005
IEEE
122views Data Mining» more  ICDM 2005»
9 years 5 months ago
ViVo: Visual Vocabulary Construction for Mining Biomedical Images
Given a large collection of medical images of several conditions and treatments, how can we succinctly describe the characteristics of each setting? For example, given a large col...
Arnab Bhattacharya, Vebjorn Ljosa, Jia-Yu Pan, Mar...
ISBI
2007
IEEE
9 years 5 months ago
Unsupervised Curvature-Based Retinal Vessel Segmentation
Unsupervised methods for automatic vessel segmentation from retinal images are attractive when only small datasets, with associated ground truth markings, are available. We presen...
Saurabh Garg, Jayanthi Sivaswamy, Siva Chandra
CIRA
2007
IEEE
147views Robotics» more  CIRA 2007»
9 years 5 months ago
A general framework for vessel segmentation in retinal images
Abstract— We present a general framework for vessel segmentation in retinal images with a particular focus on small vessels. The retinal images are first processed by a nonlinea...
Chang-Hua Wu, Gady Agam, Peter Stanchev
ISBI
2006
IEEE
10 years 2 days ago
Quantitative analysis of immunofluorescent retinal images
We present a novel method to quantitatively analyze confocal microscope images of retinas. We automatically detect nuclei within the outer nuclear layer (ONL) in a retinal image. ...
Jiyun Byun, Nhat Vu, Baris Sumengen, B. S. Manjuna...
MICCAI
2003
Springer
10 years 7 days ago
Disease-Oriented Evaluation of Dual-Bootstrap Retinal Image Registration
Abstract. This paper presents a disease-oriented evaluation of two recent retinal image registration algorithms, one for aligning pairs of retinal images and one for simultaneously...
Chia-Ling Tsai, Anna Majerovics, Charles V. Stewar...
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