Lee M S, Shin D S, Berger J W
Computer Vision Laboratory, Scheie Eye Institute, University of Pennsylvania School of Medicine, Philadelphia 19104, USA.
Retina. 2000;20(3):275-81.
To investigate the effects of image digitization and compression on the ability to identify and quantify features in color fundus photographs.
Color fundus photographs were digitized as tagged image file format (TIFF) and high-compression (80:1) and low-compression (30:1) joint photographic experts group (JPEG) images. Rerendered images were subjected to standard grading protocols developed for a clinical trial, and digitized images were subjected to image analysis software for drusen identification and quantitation. Re-created stereoscopic images were compared subjectively with originals.
Original, TIFF, and low-compression (30:1) JPEG images were virtually indistinguishable when subjected to close scrutiny with magnification. The overall quality of high-compression (80:1) JPEG images and images digitized at 500 dots per inch was markedly reduced. Protocol grading of original and digitized images was highly concordant within the repeatability of multiple grading of original images. The area subtended by drusen differed by less than 1.0% for all uncompressed and compressed image pairs quantified. Stereoscopic information was accurately preserved when compared with originals for TIFF and low-compression JPEG images.
Fundus images can be digitized and stored with significant compression while preserving stereopsis and image quality suitable for quantitative image analysis and semiquantitative grading. Low-compression (30:1) JPEG images may be suitable for archiving and telemedical applications.
研究图像数字化和压缩对彩色眼底照片中特征识别和量化能力的影响。
将彩色眼底照片数字化为标记图像文件格式(TIFF)以及高压缩率(80:1)和低压缩率(30:1)的联合图像专家组(JPEG)图像。重新渲染的图像按照为一项临床试验制定的标准分级方案进行处理,数字化图像则使用用于玻璃膜疣识别和定量的图像分析软件进行处理。将重新创建的立体图像与原始图像进行主观比较。
当在放大状态下仔细检查时,原始图像、TIFF图像和低压缩率(30:1)的JPEG图像几乎无法区分。高压缩率(80:1)的JPEG图像以及每英寸500点数字化的图像的整体质量明显下降。在原始图像多次分级的可重复性范围内,原始图像和数字化图像的方案分级高度一致。对于所有量化的未压缩和压缩图像对,玻璃膜疣所覆盖的面积差异小于1.0%。与原始图像相比,TIFF图像和低压缩率JPEG图像的立体信息得到了准确保留。
眼底图像可以在显著压缩的情况下进行数字化存储,同时保留适合定量图像分析和半定量分级的立体视觉和图像质量。低压缩率(30:1)的JPEG图像可能适用于存档和远程医疗应用。