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This paper come out with an infant behaviour recognition scheme based on neural network. In this study, the infant face region is segmented based on the skin colour information. Two types of features, namely Singular Value Decomposition (SVD) and Power Spectrum are then calculated based on the information available from the infant face regions. Since each type of features in turn contains several...
This paper come out with an infant behaviour recognition scheme based on neural network. In this study, the infant face region is segmented based on the Haar Cascade Method. Two types of features, namely Singular Value Decomposition (SVD) and Power Spectrum are then calculated based on the information available from the infant face regions. Since each type of features in turn contains several different...
This paper come out with an infant behavior recognition scheme based on neural network. In this study, the infant face region is segmented based on the Haar Cascade Method. Two types of features, namely Mean, Variance, Skewness and Kurtosis are then calculated based on the information available from the infant face regions. Since each type of features in turn contains several different values, given...
This paper come out with an infant behavior recognition scheme based on neural network. In this study, the infant face region is segmented based on the Principle Component Analysis. Two four of features, namely Mean, Variance, Skewness and Kurtosis are then calculated based on the information available from the infant face regions. Since each type of features in turn contains several different values,...
In this paper, pain assessment is explained and reviewed for detecting facial changes of patient in a hospital in Neonatal Intensive Care Unit (ICU). The facial changes are most widely represented by eyes and mouth movements. The proposed system uses color images and it consists of three modules. The first module implements skin detection to detect the face. Secondly, extracts the features of faces...
A Fuzzy k-nn Classifier for home security system we describe in this paper. Images were taken in uncontrolled indoor environment using video cameras of various qualities. Database contains 4,005 static images (in visible and infrared spectrum) of 267 subjects. Images from different quality cameras should mimic real-world conditions and enable robust face recognition algorithms testing, emphasizing...
Traditional methods of security accreditation in the Government classified arena are outdated. They are becoming increasingly ineffective in maintaining security, irrelevant and damaging to the effectiveness and efficiency of IT systems and the organizations they serve. It is important to move towards a genuine risk-management approach to IT security. This will release resources to concentrate on...
To deal with nonverbal life was a difficult task. To study their behaviour without knowing what their needs is another crucial issue. A lot of researches have been rapidly investigated. Thus, in this paper we proudly proposed a system to determine the hungry infant based on their facial expression. A Haar Cascade face detection method was implemented. Autoregressive Model (AR) was employed for the...
This paper presents a vision-based infant-pain monitoring system that adopts an infant behavior analysis approach to detect infant injuries. In our study, the system first pre-processes the input sequence to filter out the noise and reduce the effects of lights and shadows. Then, the infant's faces are detected from the input frames and feature extraction was done with SVD and FFT. A k-NN classifier...
Pain Assessment in Neonatal has been discussed recently nowadays. A rapid research, equipment and pain course has yet been improved. However, the robustness, accurate and fast pain scheme is yet far beyond the schedule comparing to the pain assessment for the adult patient. Thus, an infant pain detection scheme is been proposed based on Autoregressive Model (AR Model) and Fuzzy k-NN. The accuracy...
Both the timing of facial actions and the configuration are important in emotion expression and recognition. To investigate the timing and configuration of pain facial actions, in this paper, pain assessment is explained and reviewed for detecting based on skin detection using color detection and SVD as feature extraction. Finally a Neural Network classifier used to classify the movements. From the...
This paper discusses the challenges and possibilities of infant pain automatic detection and analysis of infant faces in the scene. The first module implements Haar Cascade Classifier to detect the face. Secondly, extracts the features of faces based on Principal Component Analysis. Finally a LDA classifier used to classify the pain score. From the trial, it is found that the identification rate of...
Documentation of software architecture is a good approach to understand the architecture of a software system and to match it with the changes needed during the software maintenance phase. In several systems like legacy or older systems these documents are not available or if available; they are not up-to-date and usable. So, reconstruction of architecture in order to maintain these systems is a necessary...
Development process divided into two categories: Traditional models and agile models, traditional models have heavy documentation and delay in time project but agile models being lightweight processes because have light weight documentation and heavy intercommunications therefore reduce the delays of the traditional models. They emphasize customer satisfaction, fast response to changes, and release...
This paper present a novel design of high speed phase accumulator for direct digital frequency synthesizer by connecting blocks of the carry-lookahead adder in each pipeline stage, the carries ripple between the stages. The proposed 24-bits PA consist of three pipeline stages with 8-bits per stage, and exploits the advantage of carry-lookahead adder to get the carry out of many input bits at the end...
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