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2016 1st India International Conference on Information Processing (IICIP)最新文献

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A neural network based video playback system 基于神经网络的视频回放系统
2016 1st India International Conference on Information Processing (IICIP) Pub Date : 2016-08-01 DOI: 10.1109/IICIP.2016.7975326
A. Singh, K. Mundhra, Mratunjay, R. Lohia, Y. Kariwal
{"title":"A neural network based video playback system","authors":"A. Singh, K. Mundhra, Mratunjay, R. Lohia, Y. Kariwal","doi":"10.1109/IICIP.2016.7975326","DOIUrl":"https://doi.org/10.1109/IICIP.2016.7975326","url":null,"abstract":"Video playback system development has always been a challenging task in digital world problems such as education, sports event coverage, news and media domains. This work introduces a novel approach to summarize videos, primarily video lectures by varying the video playback frame rate without removing any frames from the video. This is accomplished by using Self organizing feature maps so as to learn from previous users' data and give the optimized playback frame rate as the output. A video player is modified to record the key strokes and create a database of previous users' playback preferences. Being a self-learning system, the accuracy of results is better when training is done using a vast set of data. Finally, a comparison of the original video and the final output video is made by analyzing the experience of volunteers.","PeriodicalId":220344,"journal":{"name":"2016 1st India International Conference on Information Processing (IICIP)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132014847","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: 0
Neural networks approach for evaluating quality of service in public transportation in rural areas 基于神经网络的农村公共交通服务质量评价方法
2016 1st India International Conference on Information Processing (IICIP) Pub Date : 2016-08-01 DOI: 10.1109/IICIP.2016.7975391
Makrand Wagale, A. Singh, Anjaney Singh
{"title":"Neural networks approach for evaluating quality of service in public transportation in rural areas","authors":"Makrand Wagale, A. Singh, Anjaney Singh","doi":"10.1109/IICIP.2016.7975391","DOIUrl":"https://doi.org/10.1109/IICIP.2016.7975391","url":null,"abstract":"Quality of Service delivered by a transit agency plays a measure role by making it an essential contrivance. The service quality tool provides an insight, for transit agencies on their premeditated objective of improving the transit services offered. Scientific studies have been performed in evaluating transit service quality, which impart a broad prospective of measures for assessing quality of service. In this research Artificial Neural Network (ANN) technique is utilized to achieve forecasting model on Quality of service (QoS) provided by the buses on the basis of users opinion. The study developed a prediction model on the basis of data extracted from 401 samples conducted through a questionnaire survey in the rural area, by considering 13 key indicators of quality of service. The paper also evaluates average ratings of indicators of quality of service according to user's satisfaction level to identify impact of key indicators on quality of service offered by the buses.","PeriodicalId":220344,"journal":{"name":"2016 1st India International Conference on Information Processing (IICIP)","volume":"5 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"134116086","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
Prioritization techniques in combinatorial testing: A survey 组合测试中的优先排序技术：调查
2016 1st India International Conference on Information Processing (IICIP) Pub Date : 2016-08-01 DOI: 10.1109/IICIP.2016.7975314
M. Aggarwal, Sangeeta Sabharwal
{"title":"Prioritization techniques in combinatorial testing: A survey","authors":"M. Aggarwal, Sangeeta Sabharwal","doi":"10.1109/IICIP.2016.7975314","DOIUrl":"https://doi.org/10.1109/IICIP.2016.7975314","url":null,"abstract":"Prioritization techniques have become an indispensable part of the software testing process. They are highly beneficial either due to resource or time constraints or when tester cannot execute the complete test set. Combinatorial test sets are generated with the aim to cover all the possible t-way interactions. In this paper, techniques to prioritize t-way test sets are studied. A comparative study is done of prioritization criteria used by researchers to prioritize t-way test sets. Different evaluation methods used by them are also discussed.","PeriodicalId":220344,"journal":{"name":"2016 1st India International Conference on Information Processing (IICIP)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131118655","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
Eye-blink rate detection for fatigue determination 眨眼率检测用于疲劳测定
2016 1st India International Conference on Information Processing (IICIP) Pub Date : 2016-08-01 DOI: 10.1109/IICIP.2016.7975348
Z. Haq, Ziaul Hasan
{"title":"Eye-blink rate detection for fatigue determination","authors":"Z. Haq, Ziaul Hasan","doi":"10.1109/IICIP.2016.7975348","DOIUrl":"https://doi.org/10.1109/IICIP.2016.7975348","url":null,"abstract":"This paper focuses on detection of eye, calculating the eye-blink rate of a person and then determining his level of attentiveness. It is established by researchers that the level of attentiveness of a normal person is greatly expressed by his eye-blinking rate. If a person is feeling fatigued or drowsy, his eye blinking pattern changes. In this paper BioID dataset has been employed for eye detection and result were 97% positive detection. Using the detected eyes, we determined the eye-blink rate which if varied from the average threshold level determined that the person is fatigued or low on attention. The result for eye-blink detection is 87%. This methodology when employed in vehicles will help greatly in reducing the amount of fatigue related accidents by alarming the driver so that he can take preventive measures.","PeriodicalId":220344,"journal":{"name":"2016 1st India International Conference on Information Processing (IICIP)","volume":"34 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114999860","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: 42
Node movement based neighbor discovery in opportunistic networks 机会网络中基于节点移动的邻居发现
2016 1st India International Conference on Information Processing (IICIP) Pub Date : 2016-08-01 DOI: 10.1109/IICIP.2016.7975378
Prashant S. Kumar, N. Chauhan, N. Chand
{"title":"Node movement based neighbor discovery in opportunistic networks","authors":"Prashant S. Kumar, N. Chauhan, N. Chand","doi":"10.1109/IICIP.2016.7975378","DOIUrl":"https://doi.org/10.1109/IICIP.2016.7975378","url":null,"abstract":"To make efficient use of the resources, node discovery in opportunistic networks is very important because of short communication range of the devices. Encounters are uncertain in opportunistic networks and it is difficult to determine the occurrence of next encounter. So it is essential to have an efficient node discovery mechanism in opportunistic networks to make most out of short duration of encounters. In this paper we consider these factors and proposed a new method to calculate the probing intervals and to make node discovery well-organized and more effective. We perform simulations to test the performance of our proposals.","PeriodicalId":220344,"journal":{"name":"2016 1st India International Conference on Information Processing (IICIP)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124402228","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
Analysis of surface electromyogram signals using integrated bispectrum 利用积分双谱分析表面肌电信号
2016 1st India International Conference on Information Processing (IICIP) Pub Date : 2016-08-01 DOI: 10.1109/IICIP.2016.7975345
Rinki Gupta
{"title":"Analysis of surface electromyogram signals using integrated bispectrum","authors":"Rinki Gupta","doi":"10.1109/IICIP.2016.7975345","DOIUrl":"https://doi.org/10.1109/IICIP.2016.7975345","url":null,"abstract":"In surface electromyography, electrodes are placed on skin surface above the muscles being monitored, to record the electrical potentials generated in the muscles when an activity is performed. These signals are useful in wearable electronic devices such as those used for human-machine interface, health monitoring and prosthetic limb control. High-order spectra, such as bispectrum, have been used to analyze surface electromyography since they have been shown to be non-Gaussian in nature. We propose the evaluation of mean frequency from axial integrated bispectrum for analysis of electromyography signals. The proposed parameter is tested on surface electromyography signals recorded from two muscular locations on hand for three pairs of opposite activities. As compared to the conventional technique of evaluating mean frequency from the power spectral density of the signal, the proposed parameter provides better distinction between the considered activities.","PeriodicalId":220344,"journal":{"name":"2016 1st India International Conference on Information Processing (IICIP)","volume":"38 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115202812","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
Performance analysis of MySQL partition, hive partition-bucketing and Apache Pig MySQL分区、hive分区bucket和Apache Pig的性能分析
2016 1st India International Conference on Information Processing (IICIP) Pub Date : 2016-08-01 DOI: 10.1109/IICIP.2016.7975328
A. Kumar
{"title":"Performance analysis of MySQL partition, hive partition-bucketing and Apache Pig","authors":"A. Kumar","doi":"10.1109/IICIP.2016.7975328","DOIUrl":"https://doi.org/10.1109/IICIP.2016.7975328","url":null,"abstract":"Streaming data analysis has attracted attention In various applications like financial records, data analysis, etc. Such type of applications require continuous storage of large amount of data in data warehouse while simultaneously providing quick response time for the queries against the data that is stored in the system. The duration of fetching data varies depending on type of data required from the system. This paper presents the performance estimates in terms of MySQL Partition, Hive partition-bucketing and Apache Pig framework. In this paper, big data eco systems and comparative performance analysis of frequently used data retrieval techniques such as MySQL, Hive and Pig are described. From the work presented in the paper, it is concluded that the execution time for extracting data becomes very large with growth in data size, particularly in case of MySQL. As compared to MySQL, Hive and Pig takes less time and give better results.","PeriodicalId":220344,"journal":{"name":"2016 1st India International Conference on Information Processing (IICIP)","volume":"454 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116410683","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
Use of reference model for formal specification of NFR 参考模型在NFR形式化规范中的应用
2016 1st India International Conference on Information Processing (IICIP) Pub Date : 2016-08-01 DOI: 10.1109/IICIP.2016.7975337
Harsimran Kaur, Ashish Sharma
{"title":"Use of reference model for formal specification of NFR","authors":"Harsimran Kaur, Ashish Sharma","doi":"10.1109/IICIP.2016.7975337","DOIUrl":"https://doi.org/10.1109/IICIP.2016.7975337","url":null,"abstract":"Requirement Engineering plays a very significant role in order to encode domain knowledge (customers) and implementation strategies (developers). Further, for the development of quality software, it is indeed necessary to specify both functional and non-functional requirement for the proposed software especially for those who program it. Hence, it is must to model the non-functional properties of the system. However, focus of modeling requirements is limited to the functional requirements only. Hence, this paper addresses the issue of specifying Non Functional Requirements (NFR) by integrating the NFR with Reference Model on the basis of soft nature of NFRs. Result analysis validates the claim that the proposal presented in this paper is compared well with various established measures. For validation purpose the sensitivity analysis is also carried out.","PeriodicalId":220344,"journal":{"name":"2016 1st India International Conference on Information Processing (IICIP)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125175143","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: 1
An un-supervised image segmentation technique based on multi-objective Gravitational search algorithm (MOGSA) 基于多目标引力搜索算法的无监督图像分割技术
2016 1st India International Conference on Information Processing (IICIP) Pub Date : 2016-08-01 DOI: 10.1109/IICIP.2016.7975355
P. Upadhyay, J. Chhabra
{"title":"An un-supervised image segmentation technique based on multi-objective Gravitational search algorithm (MOGSA)","authors":"P. Upadhyay, J. Chhabra","doi":"10.1109/IICIP.2016.7975355","DOIUrl":"https://doi.org/10.1109/IICIP.2016.7975355","url":null,"abstract":"Image segmentation is most important and crucial task in high level image processing. Image segmentation is essentially a multi-objective optimization problem. In this paper an unsupervised image segmentation method is proposed that is based on a nature inspired clustering approach, Multi-objective Gravitational Search algorithm (MOGSA). A variable agent representation is used to encode the cluster centers with different number of clusters. A new fitness function based on multi-objective optimization is proposed to make the search more efficient and faster. Total number of clusters and cluster centers evolves automatically in proposed algorithm. The proposed algorithm considers two objectives, minimize intra-cluster distance, and maximize inter-cluster distance. The proposed method has been applied on standard images and compares the results with K-means clustering, Fuzzy C-Means (FCM) clustering and single objective Gravitational Search Algorithm (GSA). Experimental results showed that Multi-objective Gravitational Search algorithm (MOGSA) perform better than K-means, fuzzy c-means and single objective Gravitational Search Algorithm (GSA).","PeriodicalId":220344,"journal":{"name":"2016 1st India International Conference on Information Processing (IICIP)","volume":"47 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126058990","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
Invisible watermarking in printed images 打印图像中的不可见水印
2016 1st India International Conference on Information Processing (IICIP) Pub Date : 2016-08-01 DOI: 10.1109/IICIP.2016.7975333
N. V. Kumar, K. T. Sreelatha, C. S. Kumar
{"title":"Invisible watermarking in printed images","authors":"N. V. Kumar, K. T. Sreelatha, C. S. Kumar","doi":"10.1109/IICIP.2016.7975333","DOIUrl":"https://doi.org/10.1109/IICIP.2016.7975333","url":null,"abstract":"Watermark is pattern of bits inserted into a digital image, that identifies the file's copyright information (author rights etc). The name watermarking is derived from the faintly visible marks imprinted on organizational stationery. A robust and novel strategic approach for insertion-extraction of a digital watermark in color images is presented. Watermarks are generally intended to be visible but are invisible. Invisible insertion of the watermark is performed in the most significant regions of the host image such that tampering of that portion to remove or to destroy will degrade the esthetic quality and value of the image. One feature of the algorithm is that these user defined characters are used as a region of interest for the water marking process and eliminates the changes of watermark removal. Specifically we are interested to develop dithering techniques intended to embed color watermarking into color image. Here we have proposed and implemented dithering techniques in various color spaces like RGB and HSV. An attempt is made to develop full color water marking scheme using those techniques.","PeriodicalId":220344,"journal":{"name":"2016 1st India International Conference on Information Processing (IICIP)","volume":"24 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2016-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123218935","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: 4
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