已入深夜,您辛苦了!由于当前在线用户较少,发布求助请尽量完整的填写文献信息,科研通机器人24小时在线,伴您度过漫漫科研夜!祝你早点完成任务,早点休息,好梦!

Effective Use of Image Correction Color Chart for Image Recognition

人工智能 图表 计算机视觉 计算机科学 数字成像 数字图像 亮度 数码相机 彩色图像 色彩平衡 比例(比率) 图像处理 图像(数学) 数学 地理 光学 统计 物理 地图学
作者
Kento Ikuta,Kohei Fukuoka,Yoshiko Suyama,Shunjiro Yagi
出处
期刊:Plastic and reconstructive surgery. Global open [Ovid Technologies (Wolters Kluwer)]
卷期号:11 (1): e4795-e4795
标识
DOI:10.1097/gox.0000000000004795
摘要

Digital images of the skin play an important role in the clinical evaluation of skin diseases. Improvements in image recognition technology have enabled evaluation of digital images using deep learning. Such technology requires digital images that can be evaluated under appropriate conditions,1 but it is difficult to capture digital images that meet these conditions. It is preferred to use image correction color charts to adjust color, size, brightness, and color temperature when taking case photographs. CasMatch (Bear Medic, Tokyo, Japan) is an image correction color chart commonly used in Japan. It is supplied as a 10 × 10 mm adhesive sticker with nine colors, marked with a 1 mm scale. The color tones can be adjusted to more closely resemble the subject using image processing software, and the 1 mm scale can be used for size measurements. Color correction and size measurements play an important role in image recognition. CasMatch is generally affixed to healthy skin around an area of skin disease (Fig. 1A). It is not suitable for use on uneven surfaces, such as the toes, because misalignment between the CasMatch and the lesion may affect size measurement by image recognition. In addition, when used with elderly patients or patients with skin diseases, the adhesive nature of this product could cause medical adhesive-related skin injury (MARSI).2 The prevalence of MARSI in acute care hospitals has been reported as 3.4%–25.0%, and is a problem in patient care.3 Until now, insufficient attention has been paid to the effective use of image correction color charts. We propose an alternative method in which the CasMatch sticker is attached to a ruler and held in position near the area of interest while the photograph is taken (Fig. 1B).Fig. 1.: Photographs showing the use of CasMatch. A, A CasMatch adhesive sticker is applied to the patient's skin. B, If the sticker should not be applied to the skin due to skin disease, it can be attached to a ruler and positioned nearby.This method has two advantages. First, it can be positioned correctly even in areas where proper application is difficult (such as the toes), thus enabling image recognition to be performed. Second, there is no risk of MARSI. The difference in quality of photographs between the proposed and conventional methods has not yet been examined. However, in our experience, it was possible to take better quality and more suitable case photographs for image recognition than with conventional method, especially in areas with uneven surfaces. It is expected that research in the field of image recognition will continue to grow. The accuracy of deep learning improves with larger sample sizes.4 Awareness of the use of image correction color charts that are appropriate for image recognition will be effective in increasing the number of appropriate case photos. We consider that the present findings will lead to a more feasible environment for future image recognition research. Photographic standards applicable to image recognition will be expected. To summarize, the use of image correction color charts placed on a ruler allows for correct positioning even in areas where proper application is difficult and prevents skin damage. We believe that this report will assist in future research in image recognition technology.
最长约 10秒,即可获得该文献文件

科研通智能强力驱动
Strongly Powered by AbleSci AI
科研通是完全免费的文献互助平台,具备全网最快的应助速度,最高的求助完成率。 对每一个文献求助,科研通都将尽心尽力,给求助人一个满意的交代。
实时播报
2秒前
2秒前
小屁孩完成签到,获得积分10
3秒前
百里如雪发布了新的文献求助10
4秒前
ccm发布了新的文献求助10
4秒前
思源应助猪在天上飞采纳,获得10
5秒前
6秒前
7秒前
深林小怪发布了新的文献求助10
8秒前
8秒前
Myles发布了新的文献求助10
9秒前
懒羊羊发布了新的文献求助10
9秒前
AFEUWOS01发布了新的文献求助10
9秒前
11秒前
小陈子发布了新的文献求助10
13秒前
善学以致用应助ZHIXIANGWENG采纳,获得10
13秒前
Akim应助ZHIXIANGWENG采纳,获得10
13秒前
英姑应助ZHIXIANGWENG采纳,获得10
13秒前
852应助ZHIXIANGWENG采纳,获得10
13秒前
英姑应助ZHIXIANGWENG采纳,获得10
13秒前
烟花应助ZHIXIANGWENG采纳,获得10
13秒前
善学以致用应助ZHIXIANGWENG采纳,获得10
13秒前
完美世界应助ZHIXIANGWENG采纳,获得10
13秒前
情怀应助ZHIXIANGWENG采纳,获得10
13秒前
坚定的铃铛应助ZHIXIANGWENG采纳,获得10
13秒前
14秒前
Li完成签到 ,获得积分10
15秒前
Led发布了新的文献求助10
16秒前
哈哈哈哈应助懒羊羊采纳,获得10
19秒前
20秒前
21秒前
李爱国应助远看寒山采纳,获得10
22秒前
Lam关闭了Lam文献求助
24秒前
华仔应助3242晶采纳,获得10
24秒前
夏筱应助lxj采纳,获得10
24秒前
阳阳发布了新的文献求助10
25秒前
26秒前
flipped发布了新的文献求助10
28秒前
儒雅香彤完成签到 ,获得积分10
29秒前
31秒前
高分求助中
Continuum Thermodynamics and Material Modelling 3000
Production Logging: Theoretical and Interpretive Elements 2700
Mechanistic Modeling of Gas-Liquid Two-Phase Flow in Pipes 2500
Structural Load Modelling and Combination for Performance and Safety Evaluation 1000
Conference Record, IAS Annual Meeting 1977 610
電気学会論文誌D(産業応用部門誌), 141 巻, 11 号 510
Effects of surfactant concentration on the microstructures of TiO2 hollow spheres by hydrothermal method 500
热门求助领域 (近24小时)
化学 材料科学 生物 医学 工程类 有机化学 生物化学 物理 纳米技术 计算机科学 内科学 化学工程 复合材料 基因 遗传学 物理化学 催化作用 量子力学 光电子学 冶金
热门帖子
关注 科研通微信公众号,转发送积分 3561680
求助须知:如何正确求助?哪些是违规求助? 3135271
关于积分的说明 9411778
捐赠科研通 2835787
什么是DOI,文献DOI怎么找? 1558642
邀请新用户注册赠送积分活动 728413
科研通“疑难数据库(出版商)”最低求助积分说明 716806