2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS)最新文献_第3页

Indian Dance Form Recognition from Videos 从视频中识别印度舞蹈形式

2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) Pub Date : 2017-12-01 DOI: 10.1109/SITIS.2017.30

A. Bisht, Riya Bora, Goutam Saini, Pushkar Shukla

引用次数: 11

Occupancy Analysis of Soccer Fields Using Wide-Angle Lens 利用广角镜头分析足球场的占用情况

2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) Pub Date : 2017-12-01 DOI: 10.1109/SITIS.2017.65

Noor ul Huda, Rikke Gade, T. Moeslund

引用次数: 1

The Internet of Things (IoT): A Study of Architectural Elements 物联网(IoT):建筑要素研究

2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) Pub Date : 2017-12-01 DOI: 10.1109/SITIS.2017.83

Deepika Navani, Sanjeev Jain, Maninder Singh Nehra

{"title":"The Internet of Things (IoT): A Study of Architectural Elements","authors":"Deepika Navani, Sanjeev Jain, Maninder Singh Nehra","doi":"10.1109/SITIS.2017.83","DOIUrl":"https://doi.org/10.1109/SITIS.2017.83","url":null,"abstract":"The Internet of Things(IoT) is a technology which is currently emerging and it can be viewed as a network of objects connected via. Internet, which aims to increase the availability of Internet at anyplace and any time(the state or capacity of being everywhere, especially at the same time) through integration of the physical objects (embedded with software, sensors, actuators etc.) into the information network which enables these objects to collect data and exchange it. IoT paradigm when applied to Cultural Heritage (CH) encompasses a very wide range of technologies, hence a single reference architecture won't be enough for all possible implementations. IoT's basic model is a 5-layered architecture comprising of Business, Application, Service Management, Object Abstraction and Objects layers. With the evident fact that IoT is still in its formative stages, the main objective of this paper is to reflect that the IoT architecture is growing in an evolutionary fashion. An area of overlap exists between several reference architectures and this study of 5-layer model shows how architecture in this context means a framework for the specifications of physical objects, their organization, communication principles, operational methods and data formats used in their operations. This model provides a definitive goal for rethinking CH in terms of sustainability along with development of new activities that generate economic returns.","PeriodicalId":153165,"journal":{"name":"2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129354052","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: 36

A Crowdsourcing Based Framework for E-Government: Suspect Identification and Investigation 基于众包的电子政务框架:嫌疑人识别与调查

2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) Pub Date : 2017-12-01 DOI: 10.1109/SITIS.2017.69

H. E. A. E. Abdallaoui, A. E. Fazziki, F. Z. Ennaji, M. Sadgal

引用次数: 1

Flick: Japanese Input Method Editor Using N-Gram and Recurrent Neural Network Language Model Based Predictive Text Input 基于N-Gram和递归神经网络语言模型的预测文本输入的日文输入法编辑器

2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) Pub Date : 2017-12-01 DOI: 10.1109/SITIS.2017.19

Yukino Ikegami, Yoshitaka Sakurai, E. Damiani, R. Knauf, S. Tsuruta

引用次数: 1

Early Diagnosis of Osteoporosis Using Active Appearance Model and Metacarpal Radiogrammetry 活动外观模型与掌骨放射测量早期诊断骨质疏松症

2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) Pub Date : 2017-12-01 DOI: 10.1109/SITIS.2017.38

M. Sam, Anu Shaju Areeckal, D. S. Sumam

{"title":"Early Diagnosis of Osteoporosis Using Active Appearance Model and Metacarpal Radiogrammetry","authors":"M. Sam, Anu Shaju Areeckal, D. S. Sumam","doi":"10.1109/SITIS.2017.38","DOIUrl":"https://doi.org/10.1109/SITIS.2017.38","url":null,"abstract":"Osteoporosis is a condition of fragile bone with an increased susceptibility to fracture. Since the gold standard method used for the diagnosis of osteoporosis, Dual X-ray Absorptiometry (DXA), is expensive and not widely available in low economies, there is a need for low cost approaches to detect bone loss in people. A new automated radiogrammetric method for early diagnosis of osteoporosis from a single hand radiograph is proposed. In this technique, the third metacarpal bone is segmented from hand X-ray images using Active Appearance Models (AAM). Points of interest acquired from the segmented bone are used to take radiogrammetric measurements, from which bone indices are calculated. Data used in this work was acquired from 138 subjects in two hospitals in India. Significant radiogrammetric features were selected using statistical analysis. The bone indices are observed to be significantly correlated with Bone Mineral Density (BMD) of the lumbar spine measured using DXA. Different classification models were trained using the significant features. The results obtained are promising and can be used as a cost effective diagnostic tool for early detection of osteoporosis.","PeriodicalId":153165,"journal":{"name":"2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS)","volume":"110 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121822519","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: 6

An Approach to Mine Time Interval Based Weighted Sequential Patterns in Sequence Databases 序列数据库中基于时间间隔的加权序列模式挖掘方法

2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) Pub Date : 2017-12-01 DOI: 10.1109/SITIS.2017.16

Sirisha Alamanda, S. Pabboju, G. Narsimha

{"title":"An Approach to Mine Time Interval Based Weighted Sequential Patterns in Sequence Databases","authors":"Sirisha Alamanda, S. Pabboju, G. Narsimha","doi":"10.1109/SITIS.2017.16","DOIUrl":"https://doi.org/10.1109/SITIS.2017.16","url":null,"abstract":"Sequence pattern mining is an important data mining task with broad applications. Many sequence mining algorithms have been developed to discover frequent sub-sequences as sequential patterns in a sequence database given the minimum support threshold. One of the drawbacks with the conventional sequential pattern mining is, it considered only the generation order of elements in the sequences in finding sequential patterns.However, in real world application domain sequences, the generation times and time-intervals between the elements are also very important. Another drawback is, all the sequence patterns are treated uniformly while in reality different sequential patterns have different importance. To address the second drawback, weighted sequential pattern mining was proposed, which aims to find more interesting sequential patterns, by considering different significance for data elements in a sequence database. However, weighted sequential pattern mining did not consider time-interval information of the sequences. This paper presents a new approach for mining time-interval based weighted sequential patterns (TIWSP) in a sequence database. In the proposed approach, the weight of each sequence in a sequence database is obtained from the time-intervals of successive elements in the sequence, and then sequential pattern are mined by considering the time interval weight. Experimental results show that TIWSP mining is efficient than PrefixSpan in generating more interesting patterns.","PeriodicalId":153165,"journal":{"name":"2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121287543","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: 6

Implementation and Customization of a Smart Mirror through a Facial Recognition Authentication and a Personalized News Recommendation Algorithm 基于人脸识别认证和个性化新闻推荐算法的智能镜子实现与定制

2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) Pub Date : 2017-12-01 DOI: 10.1109/SITIS.2017.17

Ivette Cristina Araujo Garcia, Eduardo Rodrigo Linares Salmon, Rosario Villalta Riega, Alfredo Barrientos Padilla

{"title":"Implementation and Customization of a Smart Mirror through a Facial Recognition Authentication and a Personalized News Recommendation Algorithm","authors":"Ivette Cristina Araujo Garcia, Eduardo Rodrigo Linares Salmon, Rosario Villalta Riega, Alfredo Barrientos Padilla","doi":"10.1109/SITIS.2017.17","DOIUrl":"https://doi.org/10.1109/SITIS.2017.17","url":null,"abstract":"In recent years the advancement of technologies of information and communication (technology ICTs) have helped to improve the quality of people's lives. The paradigm of internet of things (IoT, Internet of things) presents innovative solutions that are changing the style of life of the people. Because of this proposes the implementation of a smart mirror as part of a system of home automation, with which we intend to optimize the time of people as they prepare to start their day. This device is constructed from a reflective glass, LCD monitor, a Raspberry Pi 3, a camera and a platform IoT oriented cloud computing, where the information is obtained to show in the mirror, through the consumption of web services. The information is customizable thanks to a mobile application, which in turn allows the user photos to access the mirror, using authentication with facial recognition and user information to predict the news to show according to your profile. In addition, as part of the idea of providing the user a personalized experience, the Smart Mirror incorporates a news recommendation algorithm, implemented using a predictive model, which uses the algorithm, naive bayes.","PeriodicalId":153165,"journal":{"name":"2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS)","volume":"11 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114914611","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: 19

Development of Methods and Algorithms Based on Object-Oriented Logic Programming for Video Monitoring of Laboratory Rodents 开发基于面向对象逻辑编程的方法和算法，用于对实验室啮齿动物进行视频监控

2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) Pub Date : 2017-12-01 DOI: 10.1109/SITIS.2017.59

A. Morozov, O. Sushkova, S. Vaniya

{"title":"Development of Methods and Algorithms Based on Object-Oriented Logic Programming for Video Monitoring of Laboratory Rodents","authors":"A. Morozov, O. Sushkova, S. Vaniya","doi":"10.1109/SITIS.2017.59","DOIUrl":"https://doi.org/10.1109/SITIS.2017.59","url":null,"abstract":"The problem of video monitoring of laboratory rodents by the means of object-oriented logic programming is considered. The videos are produced in neurophysiological experiments on the study of convulsive electrical activity of the brain cortex. Videos of behaviour of laboratory rats were recorded simultaneously with electroencephalograms (EEG) in the animals. A comparison of EEG data with the behaviour of the animals is necessary because sharp motions of the animals can result in EEG signals that are very similar to the epileptic discharges. Thus, the first task of the video monitoring is recognition of the sharp motions of the animals and using this information for proper interpretation of the results of the experiments. The second task of the video monitoring is analysis of behaviour of animals in cognitive testing. Essential feature of the video records is in that the experiments are conducted in the same cage where the animal lives, that is, the background of the cage is sawdust. The colour of the animals is about the same as the colour of the sawdust; thus the detection of the animals is not a simple task. In the paper, development of low-level algorithms for video analysis as well as logical methods for the analysis of the animal behaviour is discussed. The methods and algorithms are implemented in the Actor Prolog object-oriented logic language.","PeriodicalId":153165,"journal":{"name":"2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS)","volume":"178 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134219976","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: 3

IPSegNet : Deep Convolutional Neural Network Based Segmentation Framework for Iris and Pupil 基于深度卷积神经网络的虹膜和瞳孔分割框架

2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS) Pub Date : 2017-12-01 DOI: 10.1109/SITIS.2017.40

S. M. Patil, Ranjeet Ranjan Jha, A. Nigam

{"title":"IPSegNet : Deep Convolutional Neural Network Based Segmentation Framework for Iris and Pupil","authors":"S. M. Patil, Ranjeet Ranjan Jha, A. Nigam","doi":"10.1109/SITIS.2017.40","DOIUrl":"https://doi.org/10.1109/SITIS.2017.40","url":null,"abstract":"In biometric based authentication system, Iris is one of the most extensively used biometric trait as it has seen ground breaking research in both region of interest extraction and recognition. Several researchers in the field of biometric based authentication systems have claimed that the main reason for several matching errors is the poor segmentation of the trait. The task of segmentation for a biometric based authentication system is one of the most crucial, as most of the matching and recognition algorithms are performed on the particular region of interest in an acquired image. In this paper we propose two novel end to end convolutional neural network based architectures for region of interest extraction in an iris. The proposed architectures take the image of an eye as input and produce two circular regions of interests for the Iris and Pupil respectively. The two networks proposed were inspired from two state of the art object detection networks Faster RCNN (Region based Convolutional Neural Network) and SSD (Single Shot Multi-Box Detector), both these modified networks were trained for 8000 images. Experimental analysis performed proves that both of our techniques have very high performance in terms of accuracy's and overlaps.","PeriodicalId":153165,"journal":{"name":"2017 13th International Conference on Signal-Image Technology & Internet-Based Systems (SITIS)","volume":"69 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116699786","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: 6