Development of a Pain Evaluation System by Image Analysis of Facial Expression

Author(s):  
Yoshikazu Maekawa ◽  
Takeshi Abe ◽  
Yoko Akiyama ◽  
Shigehiro Nishijima
Author(s):  
Yoshikazu Maekawa ◽  
Takeshi Abe ◽  
Yoko Akiyama ◽  
Shigehiro Nishijima

2021 ◽  
Vol 6 (1) ◽  
pp. 44
Author(s):  
Ji-Yeon Baek ◽  
Jong-Dae Kim ◽  
Chan-Young Park ◽  
Yu-Seop Kim ◽  
Ji-Soo Hwang

With the development of smartphones, cameras based on ultra-small, high-definition, and open platforms have been mass-produced. In this paper, we outline how we built an emulation system to verify the bio-imaging performance of bulky and expensive high-performance cameras previously used in bio-imaging devices, and various smartphone cameras. Four types of camera were tested in the emulator, and the gel image analysis results were compared by selecting three cameras with more linear changes in slope, which matched the performance evaluation in the emulator.


2011 ◽  
Vol 121-126 ◽  
pp. 4090-4094
Author(s):  
Hai Sheng Chen ◽  
Zhen Cai Qu ◽  
Bao Lin Tang

Based on the experiment, this paper used principal component analysis and multiple regression analysis to establish a fuzzy evaluation system between the paper performance and print qualities. Five kinds of ink-jet paper with different surface characteristics were chosen in this paper to test their properties including absorbability, gloss, roughness, whiteness etc. During the same printing condition, using the digital proofer of EPSON Stylus Pro7880c, the standard wedge of GATF, solid color lumps and standard lines were printed on these paper samples; dot gain and solid densities were tested by SpectroEye, then contrast-K was calculated, the qualities of lines were analyzed with QEA image Analysis. Finally, paper surface characteristics were analyzed with principal components analysis, and definition of printing was analyzed by QEA Image Analysis, correlation between paper basic performance and the characteristics of printing qualities, such as dot gain, solid density, definition and contrast-K, and an integral evaluation function and a model were established. When evaluating on paper, as long as its surface characteristics were tested, the printability of different paper can be evaluated in a fuzzy and integral way through the calculation of the model and evaluation function. This work offers a certain theoretical reference and practical guidance to the selection of ink-jet paper and the improvement of ink-jet qualities.


Sensors ◽  
2021 ◽  
Vol 21 (20) ◽  
pp. 6727
Author(s):  
Ji-Yeon Baek ◽  
Jong-Dae Kim ◽  
Yu-Seop Kim ◽  
Chan-Young Park ◽  
Ji-Soo Hwang

With the active development of mobile devices, a variety of ultra-small, high-definition, and open platform-based cameras are being mass-produced. In this paper, we established an emulation system to verify the bio-imaging performance of the bulky and expensive high-performance cameras and various smartphone cameras that have been used in bio-imaging devices. In the proposed system, the linearity of the brightness gradient change of four types of cameras was compared and analyzed. Based on these results, three cameras were selected in order of excellent linearity, and gel image analysis results were compared.


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