Enhanced video indirect ophthalmoscopy (VIO) via robust mosaicing

被引：24
作者：
Estrada, Rolando [1 ]
Tomasi, Carlo [1 ]
Cabrera, Michelle T. [2 ]
Wallace, David K. [2 ]
Freedman, Sharon F. [2 ]
Farsiu, Sina [2 ,3 ]
机构：
[1] Duke Univ, Dept Comp Sci, Durham, NC 27708 USA
[2] Duke Univ, Dept Ophthalmol, Durham, NC 27708 USA
[3] Duke Univ, Dept Biomed Engn, Durham, NC 27708 USA
来源：
BIOMEDICAL OPTICS EXPRESS | 2011年 / 2卷 / 10期
关键词：
IMAGE REGISTRATION; PLUS DISEASE; FOCUS MEASURE; VESSEL SEGMENTATION; PREMATURITY; RETINOPATHY; WAVELET; SUPERRESOLUTION; INTERPOLATION; STATISTICS;
D O I：
10.1364/BOE.2.002871
中图分类号：
Q5 [生物化学];
学科分类号：
071010 ; 081704 ;
摘要：
Indirect ophthalmoscopy (IO) is the standard of care for evaluation of the neonatal retina. When recorded on video from a head-mounted camera, IO images have low quality and narrow Field of View (FOV). We present an image fusion methodology for converting a video IO recording into a single, high quality, wide-FOV mosaic that seamlessly blends the best frames in the video. To this end, we have developed fast and robust algorithms for automatic evaluation of video quality, artifact detection and removal, vessel mapping, registration, and multi-frame image fusion. Our experiments show the effectiveness of the proposed methods. (C) 2011 Optical Society of America
引用
收藏
页码：2871 / 2887
页数：17
相关论文
共 52 条
[21]   Motion adaptive interpolation with horizontal motion detection for deinterlacing [J].
Lin, SF ;
Chang, YL ;
Chen, LG .
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2003, 49 (04) :1256-1265
[22]  
Lowe D, 1999, P 7 IEEE INT C COMP, V2, P1150, DOI [10.1109/ICCV.1999.790410, DOI 10.1109/ICCV.1999.790410]
[23]  
Maintz J B, 1998, Med Image Anal, V2, P1, DOI 10.1016/S1361-8415(01)80026-8
[24]  
Movellan J. R., 2002, TUTORIAL GABOR FILTE, V40, P1
[25]   CONTRAST IN COMPLEX IMAGES [J].
PELI, E .
JOURNAL OF THE OPTICAL SOCIETY OF AMERICA A-OPTICS IMAGE SCIENCE AND VISION, 1990, 7 (10) :2032-2040
[26]  
Phillips J., SURVEY ABSOLUTE ORIE
[27]   Optimal Registration Of Aliased Images Using Variable Projection With Applications To Super-Resolution [J].
Robinson, Dirk ;
Farsiu, Sina ;
Milanfar, Peyman .
COMPUTER JOURNAL, 2009, 52 (01) :31-42
[28]   Efficient Fourier-Wavelet Super-Resolution [J].
Robinson, M. Dirk ;
Toth, Cynthia A. ;
Lo, Joseph Y. ;
Farsiu, Sina .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2010, 19 (10) :2669-2681
[29]   A statistics-based approach to binary image registration with uncertainty analysis [J].
Simonson, Katherine M. ;
Drescher, Steven M., Jr. ;
Tanner, Franklin R. .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2007, 29 (01) :112-125
[30]   Retinal vessel segmentation using the 2-D Gabor wavelet and supervised classification [J].
Soares, Joao V. B. ;
Leandro, Jorge J. G. ;
Cesar, Roberto M., Jr. ;
Jelinek, Herbert F. ;
Cree, Michael J. .
IEEE TRANSACTIONS ON MEDICAL IMAGING, 2006, 25 (09) :1214-1222
123456