2016 6th IEEE International Conference on Control System, Computing and Engineering (ICCSCE)最新文献_第6页

An evaluation of face recognition algorithms and accuracy based on video in unconstrained factors 无约束条件下基于视频的人脸识别算法及其精度评价

2016 6th IEEE International Conference on Control System, Computing and Engineering (ICCSCE) Pub Date : 2016-01-01 DOI: 10.1109/ICCSCE.2016.7893578

Phichaya Jaturawat, M. Phankokkruad

{"title":"An evaluation of face recognition algorithms and accuracy based on video in unconstrained factors","authors":"Phichaya Jaturawat, M. Phankokkruad","doi":"10.1109/ICCSCE.2016.7893578","DOIUrl":"https://doi.org/10.1109/ICCSCE.2016.7893578","url":null,"abstract":"Face recognition is the biometric personal identification that gaining a lot of attention recently. This method has the ability to identify a person from still image and video by using human face. For the accurate recognition, algorithm and reference database needs to be concerned. However, in the practical system have many external factors that affect to the recognition accuracy differently for each algorithm. This is a challenge problem of class attendance recording system deployment, which has uncontrolled environments. This paper comparing three well known algorithm that are Eigenfaces, Fisherfaces, and LBPH by adopts our new database that contains a face of individuals with variety of pose and expression. The experiment of face recognition in video conducted by varied the external factors that are light exposure, noise, and the video resolution, in the possible range. The results showed LBPH got the highest accuracy in all experiments, but this algorithm has the higher impact of the negative light exposure and high noise level more than the others that are statistical approach.","PeriodicalId":6540,"journal":{"name":"2016 6th IEEE International Conference on Control System, Computing and Engineering (ICCSCE)","volume":"96 1","pages":"240-244"},"PeriodicalIF":0.0,"publicationDate":"2016-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"87083699","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 12

Monitoring of Blood Pressure Using Photoplethysmographic (PPG) Sensor with Aromatherapy Diffusion 应用芳香疗法扩散光容积脉搏波传感器监测血压

2016 6th IEEE International Conference on Control System, Computing and Engineering (ICCSCE) Pub Date : 2016-01-01 DOI: 10.1109/ICCSCE.2016.7893622

CO Manlises, JC Dela Cruz, Janette C. Fausto, Lma Muralla, Dmt Payas, Mjt Posada

引用次数: 9

Indoor navigation system based on computer vision using CAMShift and D* algorithm for visually impaired 基于CAMShift和D*算法的计算机视觉室内导航系统

2016 6th IEEE International Conference on Control System, Computing and Engineering (ICCSCE) Pub Date : 2016-01-01 DOI: 10.1109/ICCSCE.2016.7893623

CO Manlises, A. Yumang, M. Marcelo, Ajb Adriano, Jrv Reyes

引用次数: 20

Analysis of eye closure duration based on the height of iris 基于虹膜高度的闭眼时间分析

2016 6th IEEE International Conference on Control System, Computing and Engineering (ICCSCE) Pub Date : 2016-01-01 DOI: 10.1109/ICCSCE.2016.7893610

Fatin Izzati Y. Nur, M. M. Ibrahim, N. A. Manap, S. A. Nur

{"title":"Analysis of eye closure duration based on the height of iris","authors":"Fatin Izzati Y. Nur, M. M. Ibrahim, N. A. Manap, S. A. Nur","doi":"10.1109/ICCSCE.2016.7893610","DOIUrl":"https://doi.org/10.1109/ICCSCE.2016.7893610","url":null,"abstract":"Eye closure duration is one of the parameters that is regularly chosen in detecting the state of drowsiness of a person. In order to analyze the eye closure duration, a process involving eye state classification is done to classify whether the eye is in an open state or in a closed state. This paper introduces a new parameter which is the height of iris to classify the eye state and to analyze the eye closure duration. Face and eye detection is the first step and Viola-Jones algorithm is implemented in the procedure. Next, face and eye tracking is done by utilizing the Kanade Lucas Tomasi (KLT) algorithm which tracked the feature points. The extracted eye region is further used to localize the iris through image enhancement process. The most crucial step in eye closure duration is the eye state classification process. The eye state is classified based on the height of the iris that has been localized. The height of the iris is acquired from the bounding box drawn surrounding the area of the localized iris. Finally, after the state of an eye is classified successfully, the eye closure duration is analyzed through the plotted graph between the heights of the iris against a period of time. Furthermore, by evaluating the iris' height, the size of an eye for each subject is classified. The proposed algorithm is implemented on Zhejiang University (ZJU) database.","PeriodicalId":6540,"journal":{"name":"2016 6th IEEE International Conference on Control System, Computing and Engineering (ICCSCE)","volume":"85 1","pages":"419-424"},"PeriodicalIF":0.0,"publicationDate":"2016-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"81226410","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

The effectiveness of Bat algorithm for data handling in various applications Bat算法在各种应用中数据处理的有效性

2016 6th IEEE International Conference on Control System, Computing and Engineering (ICCSCE) Pub Date : 2016-01-01 DOI: 10.1109/ICCSCE.2016.7893562

Rozlini Mohamed, M. M. Yusof, Noorhaniza Wahid

{"title":"The effectiveness of Bat algorithm for data handling in various applications","authors":"Rozlini Mohamed, M. M. Yusof, Noorhaniza Wahid","doi":"10.1109/ICCSCE.2016.7893562","DOIUrl":"https://doi.org/10.1109/ICCSCE.2016.7893562","url":null,"abstract":"Feature selection is a technique used to reduce irrelevant data and finding the most relevant features that would increase classification accuracy. It is widely used in various applications such as medical, agriculture and Information Technology. In producing better classification result, feature selection been applied in many of the classification works as part of preprocessing step; where only a subset of feature been used rather than the whole features from a particular dataset. This research is conducted with the intention to find the appropriate data types according to the percentage of attributes reduction and classification performance. During the experiments, the effectiveness of data handling for Bat algorithm is tested via type of data and size of attributes in generic dataset. 10 datasets from UCI repository from various applications are used. The selected features are selected using Bat algorithm and measured by three classifiers; k-Nearest Neighbor (kNN), Naïve Bayes (NB) and Decision Tree (DT). This paper then analyzes the performance of all classifiers with and without feature selection in term of accuracy, sensitivity, F-Measure and ROC. The research found that although the percentage of reduction is high, it produces lowest result in classification performance since the type of data and number of attribute are not appropriate.","PeriodicalId":6540,"journal":{"name":"2016 6th IEEE International Conference on Control System, Computing and Engineering (ICCSCE)","volume":"8 1","pages":"151-156"},"PeriodicalIF":0.0,"publicationDate":"2016-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"82464772","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 2

Development of three dimensional gait pattern in autism children - a review 自闭症儿童三维步态模式的发展综述

2016 6th IEEE International Conference on Control System, Computing and Engineering (ICCSCE) Pub Date : 2016-01-01 DOI: 10.1109/ICCSCE.2016.7893635

Suryani Ilias, N. Tahir, R. Jailani

引用次数: 1

Design and development of an adjustable angle sensor based on rotary potentiometer for measuring finger flexion 基于旋转电位器的可调角度传感器的设计与研制

2016 6th IEEE International Conference on Control System, Computing and Engineering (ICCSCE) Pub Date : 2016-01-01 DOI: 10.1109/ICCSCE.2016.7893640

A. Othman, N. Hamzah, Z. Hussain, R. Baharudin, A. D. Rosli, A. I. C. Ani

{"title":"Design and development of an adjustable angle sensor based on rotary potentiometer for measuring finger flexion","authors":"A. Othman, N. Hamzah, Z. Hussain, R. Baharudin, A. D. Rosli, A. I. C. Ani","doi":"10.1109/ICCSCE.2016.7893640","DOIUrl":"https://doi.org/10.1109/ICCSCE.2016.7893640","url":null,"abstract":"In this paper, an adjustable angle sensor based on rotary potentiometer for measuring and monitoring finger flexion is proposed. Most of the current system is unadjustable, inaccurate, costly and hard to calibrate. The proposed system in this study consists of a rotary potentiometers and adjustable case, which makes it adjustable, compact and lightweight with the ability to produce a better measurement result. As the rotary potentiometer rotated due to the motion of the finger, the joint angles are calculated by measuring the change in resistance of the rotary potentiometer. The proposed system can widely be applied for the angle measurement systems at small and complex structure surface such as finger joint, which require to measure finger flexion for developing related device such as robotic hand control system, virtual reality or teleoperation systems. The experiment study shows that the proposed system is adjustable and has better accuracy, small repeatability error and more reliable compared to the popular flex sensor.","PeriodicalId":6540,"journal":{"name":"2016 6th IEEE International Conference on Control System, Computing and Engineering (ICCSCE)","volume":"10 1","pages":"569-574"},"PeriodicalIF":0.0,"publicationDate":"2016-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86580088","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 8

Mitigation of space radiation effects on satellites at Low Earth Orbit (LEO) 减缓空间辐射对近地轨道卫星的影响

2016 6th IEEE International Conference on Control System, Computing and Engineering (ICCSCE) Pub Date : 2016-01-01 DOI: 10.1109/ICCSCE.2016.7893545

N. Ya'acob, A. Zainudin, R. Magdugal, N. F. Naim

{"title":"Mitigation of space radiation effects on satellites at Low Earth Orbit (LEO)","authors":"N. Ya'acob, A. Zainudin, R. Magdugal, N. F. Naim","doi":"10.1109/ICCSCE.2016.7893545","DOIUrl":"https://doi.org/10.1109/ICCSCE.2016.7893545","url":null,"abstract":"Spacecrafts experience numerous problems from encountering space environment such as radiation belts, solar flares and cosmic rays which are at the origin of space radioactive environment. In this paper, these radiations are investigated and analysed for the Low Earth Orbit (LEO) using Space Environment Information System (SPENVIS) and the results are then used to mitigate their effects on satellites. The radiations from Galactic Cosmic Rays (GCR's) and solar flares are composed of highly energetic particles originated from space and they are capable of damaging electronic systems severely. The charged particles from GCR and solar flares are trapped in the Earth's magnetosphere and form belts called Van Allen Belts. These radiations cause harmful effects such as Total Ionizing Doses (TID) and Single Event Upsets (SEU) to space craft components. TID is caused by the presence of electrons and SEU is created by the presence of protons in the atmosphere. TID affects almost every equipment of the satellites while SEU causes soft errors. These effects are really harmful and can even shorten the life span of satellites. Three satellites orbiting in LEO with different altitudes and inclinations are used to study the radiation effects.","PeriodicalId":6540,"journal":{"name":"2016 6th IEEE International Conference on Control System, Computing and Engineering (ICCSCE)","volume":"463 1","pages":"56-61"},"PeriodicalIF":0.0,"publicationDate":"2016-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"86693775","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 8

Forecasting of daily load curve on monthly peak day using load research data and harmonics model 利用负荷研究数据和谐波模型预测月高峰日日负荷曲线

2016 6th IEEE International Conference on Control System, Computing and Engineering (ICCSCE) Pub Date : 2016-01-01 DOI: 10.1109/ICCSCE.2016.7893595

S. Nuchprayoon

引用次数: 8

Modified hybrid median filter for removal of low density random-valued impulse noise in images 用于去除图像中低密度随机值脉冲噪声的改进混合中值滤波器

2016 6th IEEE International Conference on Control System, Computing and Engineering (ICCSCE) Pub Date : 2016-01-01 DOI: 10.1109/ICCSCE.2016.7893633

Muhammad Sailuddin Darus, S. N. Sulaiman, I. Isa, Z. Hussain, N. Tahir, N. Isa

{"title":"Modified hybrid median filter for removal of low density random-valued impulse noise in images","authors":"Muhammad Sailuddin Darus, S. N. Sulaiman, I. Isa, Z. Hussain, N. Tahir, N. Isa","doi":"10.1109/ICCSCE.2016.7893633","DOIUrl":"https://doi.org/10.1109/ICCSCE.2016.7893633","url":null,"abstract":"Random-valued impulse noise (RVIN) is a randomly distributed noise of two significant pixel values that degrades the quality of digital images during acquisition, processing, and storage. It is a variation of the salt-and-pepper or fixed-valued impulse noise (FIN) which instead of the black and white pixel, the noisy pixel value can be anywhere in the range of the grey level pixel. This paper introduces a new filter which is a modified hybrid median filter for removal of RVIN from digital images. The proposed filter is based on similar standard median filters and an improvement upon the hybrid median filter which make use of neighborhood pixels in reducing RVIN from the image. This filter operates using a window size of 3×3 and uses values in the window with a modified hybrid median algorithm to replace the targeted pixel during the filtering process. This technique has proven to be capable of overcoming the shortcomings of standard median filter as well as improve upon the hybrid median filter in restoring image details and in operating at higher noise density.","PeriodicalId":6540,"journal":{"name":"2016 6th IEEE International Conference on Control System, Computing and Engineering (ICCSCE)","volume":"48 1","pages":"528-533"},"PeriodicalIF":0.0,"publicationDate":"2016-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"89916339","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 18