Indranil Misra, R. K. Gambhir, Manthira Moorthi Subbiah, D. Dhar, R. Ramakrishnan
{"title":"An efficient algorithm for automatic fusion of RISAT-1 SAR data and Resourcesat-2 optical images","authors":"Indranil Misra, R. K. Gambhir, Manthira Moorthi Subbiah, D. Dhar, R. Ramakrishnan","doi":"10.1109/IHCI.2012.6481838","DOIUrl":"https://doi.org/10.1109/IHCI.2012.6481838","url":null,"abstract":"Satellite Image fusion generates single hybrid image from a collection of input satellite images and helps us to extract maximum information from the remotely sensed datasets to achieve optimal spatial and spectral resolution. The critical steps of image fusion framework are co-registration of Synthetic Aperture Radar(SAR) data with corresponding optical scene, enhance the images for visual clarity and then merge the multi sensor data with a standard fusion technique. The image fusion system should perform all these steps in an automatic manner for providing ease to the user. The primary attention of this work is to examine the improvement that can be obtained by fusion of low resolution multi spectral data obtained from optical Resourcesat-2 platform (LISS-4MX/LISS-III/AWIFS Sensor having 5m/24m/56m spatial resolution) with high resolution RISAT-1 (Fine Resolution STRIPMAP (FRS-1)/Medium Resolution SCANSAR(MRS) mode data having 3m/18m spatial resolution) using SAR-Optical image fusion system discussed above. This integration of optical and SAR images from Indian Remote Sensing satellites facilitates better visual and automatic image interpretation. The Maximum Likelihood algorithm is used for classification of fused image and Resourcesat-2 multispectral data. The quality improvement of the fused product can be observed by comparing the classification accuracies of merged data with original multispectral data of the same region.","PeriodicalId":107245,"journal":{"name":"2012 4th International Conference on Intelligent Human Computer Interaction (IHCI)","volume":"209 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"116170980","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}
{"title":"Human computer interface design for neonatal intensive care with data mining","authors":"Sonali Agarwal, G. N. Pandey","doi":"10.1109/IHCI.2012.6481809","DOIUrl":"https://doi.org/10.1109/IHCI.2012.6481809","url":null,"abstract":"Neonatal Intensive care Unit (NICU) is capable of caring newborns and premature babies during their first four weeks of life. This could help to improve child mortality rate because 41% of all child death is reported during their neonatal period. Hence, a state of art modern Neonatal Intensive Care Unit is a prime need of any nation in order to improve child health and subsequently for socio economic development of a country like India. A Neonatal Intensive care Unit (NICU) consist multiple life saving machines which are continuously recording vital parameters of neonates and generating vast data at very high frequency. A context aware based timely monitoring of such systems is a crucial task which could able to help medical experts for efficient decision making. Considering multiple vital parameters and taking decision in a real time situation could be more improved by having efficient decision support system based on strong human computer interaction. In this present research work a human computer interface for Neonatal Intensive Care Unit has been proposed which utilizes Support Vector Machine to classify the health condition of neonates. A prognostic Index has been proposed which could be calculated on the basis of seven important vital parameters. Based on the value of Prognostic Index clinical rules may be identified to initiate alarms about the neonate health condition.","PeriodicalId":107245,"journal":{"name":"2012 4th International Conference on Intelligent Human Computer Interaction (IHCI)","volume":"19 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115196293","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}
{"title":"Modified Demons deformation algorithm for non-rigid image registration","authors":"Ashutosh Mishra, Pulak Mondal, S. Banerjee","doi":"10.1109/IHCI.2012.6481800","DOIUrl":"https://doi.org/10.1109/IHCI.2012.6481800","url":null,"abstract":"Image registration is a technique used for aligning two different images taken at different times and/or from different viewing and different imaging setups/modalities. A key challenge for medical image registration is to minimize computation time and reduce alignment errors. The Demons deformation algorithm has been used extensively for deformation medical images for image registration. In this paper we present modifications to Demons deformation algorithm that reduce runtime while giving good deformation.","PeriodicalId":107245,"journal":{"name":"2012 4th International Conference on Intelligent Human Computer Interaction (IHCI)","volume":"42 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115574475","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}
S. Suganthi, P. Bamarukmani, K. .. Srinivasagan, M. Saravanan
{"title":"Semantic based orthographic with prepositional phrase for English-Tamil translation","authors":"S. Suganthi, P. Bamarukmani, K. .. Srinivasagan, M. Saravanan","doi":"10.1109/IHCI.2012.6481845","DOIUrl":"https://doi.org/10.1109/IHCI.2012.6481845","url":null,"abstract":"Machine translation quality has improved substantially in recent years. Many researchers have contributed and developed quite good algorithms, frameworks and models for various languages. Processing of natural language involves various levels, complexities, ambiguities arise at each of those levels. Some pragmatic and semantic approaches can be used to tackle these issues. Generally, prepositions are plays sound role in meaningful translation for any languages. While translating from English to Tamil, preposition in English sentences should be translated to postposition to have meaningful sentences. Thus the prepositional phase errors and orthographic errors are the major issue in machine translation. The main goal of this paper is to improve the translation quality. To achieve the goal, we use some semantic rule to correct the prepositional and orthographic errors in this English-Tamil translation. The proposed approach takes as input an English sentence containing a preposition and the correct postposition and correct spelling in Tamil for that particular sentence context as output. The rules are evaluated with corpus data and the performance is good. The outcomes of the results are compared with Google Translate.","PeriodicalId":107245,"journal":{"name":"2012 4th International Conference on Intelligent Human Computer Interaction (IHCI)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115037912","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}
{"title":"Natural arrangement: A novel and intuitive perspective on filesystem re-organization","authors":"Debmalya Sinha, A. Basu","doi":"10.1109/IHCI.2012.6481778","DOIUrl":"https://doi.org/10.1109/IHCI.2012.6481778","url":null,"abstract":"Proper semantic categorization and organization of filesystem is the key to find files and folders later easily. There is a significant role of rearrangement of files between different folders by cut/copy and paste while organizing a filesystem. Conventional file browsers have only unidirectional file copy system where a file can be copied only between one folder to another at a time. However, there are three more kinds of such rearrangement exist; between one-to-many folders, many-to-one folder and many-to-many folders. The limitations of unidirectional copy of existing file browsers require the user to simulate many-to-one folder rearrangement by doing one-to-one folder copy repeatedly. Whereas, the natural strategy to copy items in a many-to-one relation is to pick up items from each source and then copy them together into the destination. This paper describes a novel file browser design that implements the natural strategy of file copy between many-to-one folders. It also discusses the efficiency of the scheme compared to conventional file browsers by a KLM-GOMS model analysis.","PeriodicalId":107245,"journal":{"name":"2012 4th International Conference on Intelligent Human Computer Interaction (IHCI)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123594114","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}
{"title":"A taxonomy of handheld augmented reality applications","authors":"Tor Gjosater","doi":"10.1109/IHCI.2012.6481781","DOIUrl":"https://doi.org/10.1109/IHCI.2012.6481781","url":null,"abstract":"This paper provides a straightforward layer based taxonomy for categorizing research and development in handheld augmented reality (HAR) applications. The taxonomy provides a framework for articulating and differentiation of research and development specific to HAR applications within a visual model. A literature review is used to place examples of previous research into the model. In addition we show two use cases where we illustrate how we use the taxonomy to position our own current research into the model. We conclude that the model enables a more focused view on topics specific for HAR within the field of AR.","PeriodicalId":107245,"journal":{"name":"2012 4th International Conference on Intelligent Human Computer Interaction (IHCI)","volume":"23 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124998605","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}
{"title":"Interactive diagnosis of nevus' classification using FWS model & feature-based analysis","authors":"P. Supriya, D. Indira","doi":"10.1109/IHCI.2012.6481792","DOIUrl":"https://doi.org/10.1109/IHCI.2012.6481792","url":null,"abstract":"A Computer-Assisted Diagnostic System for Decision-making in early detection of the nevus as either benign or dysplastic or melanocytic, was developed with dynamic features of Analysis and design. The system, presents a Feature-based Classification Module combined with a new model called Fourier-Wavelet-Statistical (FWS), supported by the heuristic knowledge for Image Analysis. The design of the system is divided into 3 stages: The FWS model, Classification Module & Interactive Interface. The FWS Model was Comprised of 3 Parallel sub-blocks to which the image is fed, viz., the Edge-Axis algorithm, Multi-level Discrete Wavelet Transforms (MDWT) Process Algorithm & the Statistical Node. The Classification module was designed with a Classifier & Knowledge Data Base (KDB) that follows a Heuristic approach in identifying the nevus as of specific type. The Interactive Interface block is a challenging concept to the designer in handling the collective perspectives of experts, practitioners, and engineers. The design model is efficient, in improving the decision-making strategy and overall accuracy of the system developed; in order to assist a general practitioner in identifying the typical skin lesion under a suggestive and supportive environment.","PeriodicalId":107245,"journal":{"name":"2012 4th International Conference on Intelligent Human Computer Interaction (IHCI)","volume":"26 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128829024","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}
{"title":"Web personalization in technology acceptance","authors":"Vinodh Krishnaraju, Saji K. Mathew","doi":"10.1109/IHCI.2012.6481794","DOIUrl":"https://doi.org/10.1109/IHCI.2012.6481794","url":null,"abstract":"This paper studies the role of web personalization in technology acceptance in consumer context. Web personalization has been extensively studied in various research streams. We try to study the effect of web personalization in context of technology acceptance. Most previous studies on web personalization have focused on e-commerce. We choose our domain of study as E Governance which has received much less research attention, particularly on user behavior and web personalization. We use Consumer Acceptance and use of Information Technology (UTAUT2) as the model to study consumer acceptance of an online government service channel. We follow a randomized experimental design to test how web personalization moderates the impact of performance expectancy, effort expectancy, facilitating conditions, hedonic motivation, price and habit on consumer's intention to use a technology.","PeriodicalId":107245,"journal":{"name":"2012 4th International Conference on Intelligent Human Computer Interaction (IHCI)","volume":"21 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125861861","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}
{"title":"An evaluation of the effect of navigational tools on cognitive load in a computer based test format","authors":"Debayan Dhar, S. Adhikary, P. Yammiyavar","doi":"10.1109/IHCI.2012.6481875","DOIUrl":"https://doi.org/10.1109/IHCI.2012.6481875","url":null,"abstract":"The purpose of this study was to investigate the effects of navigation tools on cognitive load within a hypermedia learning environment. The hypermedia learning environment here is a Computer Based Online Aptitude Test System on which the study was carried out. A study was conducted with a total n = 35 college students respectively. Participants were randomly assigned to one of the two online computer based aptitude test conditions, a step navigation based computer based test, or a vertical menu based computer based test. Results indicated that there is no significant difference between the two groups in terms of Cognitive Load and Willingness to continue to use the systems. Implications for designers are discussed.","PeriodicalId":107245,"journal":{"name":"2012 4th International Conference on Intelligent Human Computer Interaction (IHCI)","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114600092","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}
{"title":"An innovative proposal to increase the efficacy of the Automated Teller Machine using mobile banking","authors":"R. M. Kumar, G. Varaprasad, R. Sridharan","doi":"10.1109/IHCI.2012.6481789","DOIUrl":"https://doi.org/10.1109/IHCI.2012.6481789","url":null,"abstract":"The focus of this paper is to propose an innovative method to reduce the service time of an Automated Teller Machine (ATM). Irrespective of the number of identical servers (machines) in an ATM centre, if the service time of an ATM gets reduced, then it will also have proportional reduction in queue time and queue length. Here, we intend to propose a concept of Virtual Pre-Transaction (VPT) using mobile banking for withdrawing money through ATM. Using this VPT, we can register the amount to be withdrawn from ATM even before physically moving to any ATM centre. This leads to reduction in the task to be done inside ATM cabin. As a result, there is a considerable reduction in service time and queue time as recorded in our experimental analysis.","PeriodicalId":107245,"journal":{"name":"2012 4th International Conference on Intelligent Human Computer Interaction (IHCI)","volume":"464 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2012-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125820256","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}