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2019 International Conference on Digitization (ICD)最新文献

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Pavement Crack Detection and Localization using Convolutional Neural Networks (CNNs) 基于卷积神经网络(cnn)的路面裂缝检测与定位
2019 International Conference on Digitization (ICD) Pub Date : 2019-11-01 DOI: 10.1109/ICD47981.2019.9105786
Luqman Ali, N. Valappil, Daniya Najiha Abdul Kareem, Mary Anjaley Josy John, H. Al Jassmi
{"title":"Pavement Crack Detection and Localization using Convolutional Neural Networks (CNNs)","authors":"Luqman Ali, N. Valappil, Daniya Najiha Abdul Kareem, Mary Anjaley Josy John, H. Al Jassmi","doi":"10.1109/ICD47981.2019.9105786","DOIUrl":"https://doi.org/10.1109/ICD47981.2019.9105786","url":null,"abstract":"Regular inspection and maintenance of roads are required to ensure safe transportation. While examining the state of structural health, cracks are considered as the primary indicators. In the past decades, researchers have been working on various image-based pavement crack detection techniques for non-destructive evaluation. The main advantages of these techniques over manual inspection are accuracy, efficiency and cost. However, the problems associated with the existing methods are their dependence on the handcrafted features, which may not give accurate results due to insufficient feature selection. In this paper, an automatic image-based crack detection algorithm for pavement crack detection using Convolutional Neural Network is proposed. The data set was obtained from various road surfaces of United Arab Emirates (UAE) by using an unmanned aerial vehicles (UAVs) and was used in training and validation of the proposed system. The collected data was also used to create a composite view of the road by creating a continuous mosaic. From the experimental results, it was found that the proposed system has an accuracy of 92% in the validation stage and 90% in the testing stage and can be used for crack detection of road surfaces.","PeriodicalId":277894,"journal":{"name":"2019 International Conference on Digitization (ICD)","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124327117","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
Text Extraction and Clustering for Multimedia: A review on Techniques and Challenges 多媒体文本提取与聚类:技术综述与挑战
2019 International Conference on Digitization (ICD) Pub Date : 2019-11-01 DOI: 10.1109/ICD47981.2019.9105905
Zaheeruddin Ahmed, Harvir Singh
{"title":"Text Extraction and Clustering for Multimedia: A review on Techniques and Challenges","authors":"Zaheeruddin Ahmed, Harvir Singh","doi":"10.1109/ICD47981.2019.9105905","DOIUrl":"https://doi.org/10.1109/ICD47981.2019.9105905","url":null,"abstract":"The internet technologies have developed rapidly over recent times producing massive sets of multimedia data where text, images, audios, and videos delivering a huge set of content. The text ingrained in this multimedia is generated from the web and social media that carry complex and meaningful data. There is an increasing need to recognize and extract text from multimedia data which is in unstructured form. Many new techniques have been applied to address the need for text extraction for multimedia but not all have been efficient. One important application of text analysis is to extract text information and then recognize meaningful data visualization for better decisions. This paper focuses on addressing significant text extraction and clustering structures, techniques and challenges from multimedia data set. We will highlight different approaches to text extraction and clustering from multimedia content.","PeriodicalId":277894,"journal":{"name":"2019 International Conference on Digitization (ICD)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125512508","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
Building Color Sensor Based on Image Processing Technology for Automatic Color Object Sorting Using PLC System 基于图像处理技术的建筑颜色传感器在PLC系统中的自动分色
2019 International Conference on Digitization (ICD) Pub Date : 2019-11-01 DOI: 10.1109/ICD47981.2019.9105879
Rajaa Fadhil Al Hinai, Abdelhamied Fadl Abdelhamied Farh
{"title":"Building Color Sensor Based on Image Processing Technology for Automatic Color Object Sorting Using PLC System","authors":"Rajaa Fadhil Al Hinai, Abdelhamied Fadl Abdelhamied Farh","doi":"10.1109/ICD47981.2019.9105879","DOIUrl":"https://doi.org/10.1109/ICD47981.2019.9105879","url":null,"abstract":"A modern industry for mass production demand the automation is become key for high production with less human cost. Product sorting process one of most important area needs to be a fully automatic process with less human errors for sorting products. In this research we building a color sensor based on image processing to identifying color object then using PLC to sort these products with higher accuracy and automatically running process. In this project we building A small conveyor belt that transfer 4 different color object and using raspberry pi with camera to act as color sensor that transfer input signal to PLC according to PLC software the PLC generating output signal to drive CD drives to eject each object from the belt to color box that belongs to it also displaying the system number of object in same color using HMI for monitoring and control.","PeriodicalId":277894,"journal":{"name":"2019 International Conference on Digitization (ICD)","volume":"10 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127908023","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
Integrating Security with DevSecOps: Techniques and Challenges 将安全性与DevSecOps集成:技术和挑战
2019 International Conference on Digitization (ICD) Pub Date : 2019-11-01 DOI: 10.1109/ICD47981.2019.9105789
Zaheeruddin Ahmed, Shoba. C. Francis
{"title":"Integrating Security with DevSecOps: Techniques and Challenges","authors":"Zaheeruddin Ahmed, Shoba. C. Francis","doi":"10.1109/ICD47981.2019.9105789","DOIUrl":"https://doi.org/10.1109/ICD47981.2019.9105789","url":null,"abstract":"The delivery of software applications is key to the success of many development organizations. The software development process over the period increased its scope and included other areas like operations with core Information Technology. Software project practices with DevOps have demonstrated how to streamline these processes, improve the quality of products with present technologies and speed up the processes. In the project cell, a university students' organization which undertake software development projects and services implemented the DevOps methodology for student projects. This model showed results with effective completion of projects. However, what was missing was robust and secure applications, increasing concern and risk involved with insecure products that brought our attention to the implementation and integration of security model into our present development process. The goal of this article is to describe the integration of DevSecOps practice to our ongoing projects that will avoid insecure practices during development.","PeriodicalId":277894,"journal":{"name":"2019 International Conference on Digitization (ICD)","volume":"11 9 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128532886","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
Genome Sequences analysis using HMM in Biological Databases 基于HMM的生物数据库基因组序列分析
2019 International Conference on Digitization (ICD) Pub Date : 2019-11-01 DOI: 10.1109/ICD47981.2019.9105756
Manas Ranjan Pradhan
{"title":"Genome Sequences analysis using HMM in Biological Databases","authors":"Manas Ranjan Pradhan","doi":"10.1109/ICD47981.2019.9105756","DOIUrl":"https://doi.org/10.1109/ICD47981.2019.9105756","url":null,"abstract":"There are variety of problems exist in molecular biology. The sequenced genomes generally give information about to understand the underlying mechanisms of various biological functions in cells. However, as data is available enormously, it is really difficult to analyze them without the help of computational methods. In order to extract meaningful information from the data, we need computational techniques to biological sequence analysis. Due to digitization, the biological databases are continuously improved and updated. In other hand many Biological Databases are available which are classified as primary, secondary and composite type. While we do sequence analysis, we analyze in terms of functional or structural analysis. The hidden data certain time could not reflect in databases which may have vital role in analyzing biological results. The HMM (Hidden Markov Model) is one of the application area of artificial intelligence technique to model data analysis features. This research work here focuses on modeling DNA sequencing error with HMM by identifying hidden data from various depository of molecular databases which will help in re-sequencing genome data.","PeriodicalId":277894,"journal":{"name":"2019 International Conference on Digitization (ICD)","volume":"69 5-6","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114027567","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
A Novel Framework for Collecting and Analysing Offline Transaction Data for Digital Marketing 面向数字营销的线下交易数据收集与分析新框架
2019 International Conference on Digitization (ICD) Pub Date : 2019-11-01 DOI: 10.1109/ICD47981.2019.9105778
Laxika Gunnoo, Adil Rumjauny, Y. Chuttur
{"title":"A Novel Framework for Collecting and Analysing Offline Transaction Data for Digital Marketing","authors":"Laxika Gunnoo, Adil Rumjauny, Y. Chuttur","doi":"10.1109/ICD47981.2019.9105778","DOIUrl":"https://doi.org/10.1109/ICD47981.2019.9105778","url":null,"abstract":"Despite the importance of understanding customer buying patterns in offline environments, there is currently no effective data collection method for offline venues as compared to online venues. It is noted that for offline transactions, such as in hypermarkets, departmental stores and so on, customers transactions records are normally restricted to the relevant store, which makes it practically impossible for an external entity to be informed of the purchase details of a given customer. Consequently, little is usually known of the actual buying patterns of customers when conducting offline shopping. In this paper, we propose a novel framework, which can easily allow customers to use their smart phones to willingly provide their offline transactions data to a cloud based system for further analysis. Useful insights from analyzed customer data are then expected to support effective digital marketing activities.","PeriodicalId":277894,"journal":{"name":"2019 International Conference on Digitization (ICD)","volume":"99 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121154326","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
Video Encryption Techniques: A Review 视频加密技术综述
2019 International Conference on Digitization (ICD) Pub Date : 2019-11-01 DOI: 10.1109/ICD47981.2019.9105707
Sobia Shafiq, Sundas Hanif, F. Rehman, K. Tariq, Adeel Nawaz
{"title":"Video Encryption Techniques: A Review","authors":"Sobia Shafiq, Sundas Hanif, F. Rehman, K. Tariq, Adeel Nawaz","doi":"10.1109/ICD47981.2019.9105707","DOIUrl":"https://doi.org/10.1109/ICD47981.2019.9105707","url":null,"abstract":"Video is the continuous flow of images i.e. frames. As communication of data (includes text, image, audio, video etc.) is increasing now a days over an unsecure medium that is internet its security can be breached. Security of multimedia data is an important aspect because it contains valuable information. Several methodologies have been proposed for the security of data transmission over internet which includes encryption, authentication and digital signatures. For videos many cryptographic techniques are proposed for encrypting the video such as Advance Encryption Standard (AES), RC4, Simplified Data Encryption Standard (SDES), Modified Advance Encryption Standard (MAES) etc. This research paper presents the survey of existing video encryption techniques and compares their performance based on time taken for encryption and decryption of a given video size.","PeriodicalId":277894,"journal":{"name":"2019 International Conference on Digitization (ICD)","volume":"107 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122954489","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
A Smart Security System for Accessing Web Services 访问Web服务的智能安全系统
2019 International Conference on Digitization (ICD) Pub Date : 2019-11-01 DOI: 10.1109/ICD47981.2019.9105752
T. Basta, R. Salahat
{"title":"A Smart Security System for Accessing Web Services","authors":"T. Basta, R. Salahat","doi":"10.1109/ICD47981.2019.9105752","DOIUrl":"https://doi.org/10.1109/ICD47981.2019.9105752","url":null,"abstract":"One of the big issues of security access to web and web services is authentication. Authentication is verifying that the user is who he/she claims to be. Some of the mechanisms set to fight against intrusion are security questions, third-party account login, and (re)CAPTCHA. These solutions are sometimes vulnerable and can be easily exploited by hackers through bots and machine learning programs. We developed a system that enhances web and web services authentication. We tested it against an online OCR software program where it is proven robust. In addition, we conducted a survey about its ease-of-use and the results were promising.","PeriodicalId":277894,"journal":{"name":"2019 International Conference on Digitization (ICD)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121777550","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
The Impact of Financial Macroeconomic Indicators on Mobile Money: An Empirical Evidence of GCC Countries 金融宏观经济指标对移动货币的影响:海湾合作委员会国家的经验证据
2019 International Conference on Digitization (ICD) Pub Date : 2019-11-01 DOI: 10.1109/ICD47981.2019.9105782
Faris Alshubiri
{"title":"The Impact of Financial Macroeconomic Indicators on Mobile Money: An Empirical Evidence of GCC Countries","authors":"Faris Alshubiri","doi":"10.1109/ICD47981.2019.9105782","DOIUrl":"https://doi.org/10.1109/ICD47981.2019.9105782","url":null,"abstract":"The telecommunications sector has been a vital sector in the GCC in recent years. In addition, many players in the financial market have exploited the use of telecommunications technology to provide mobile money services that have gone beyond traditional operations. Using mobile money customers received operational benefits while there were challenges in using mobile money. Therefore, the main purpose of this study aims to analyze the impact of macroeconomic variables on mobile money. This study used stepwise regression over the period 2011–2017 in six GCC countries. The results show that there is a significant impact between financial macroeconomic indicators such as (official exchange rate; domestic credit and stocks traded, total value) on mobile Money at strong significant level. The main conclusion is to increase spending and allocated on digital payment systems in building a strategy at the country level that enhances the electronic payment system, which contributes to reduce costs and increase the accuracy of transactions and accept customers.","PeriodicalId":277894,"journal":{"name":"2019 International Conference on Digitization (ICD)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133200536","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
Smart Platform for Fuel Loyalty Programs: Potential Opportunities and Digital Road Ahead 燃油忠诚度计划的智能平台:潜在机遇和数字化之路
2019 International Conference on Digitization (ICD) Pub Date : 2019-11-01 DOI: 10.1109/ICD47981.2019.9105859
Christine De Silva, E. Abukhousa
{"title":"Smart Platform for Fuel Loyalty Programs: Potential Opportunities and Digital Road Ahead","authors":"Christine De Silva, E. Abukhousa","doi":"10.1109/ICD47981.2019.9105859","DOIUrl":"https://doi.org/10.1109/ICD47981.2019.9105859","url":null,"abstract":"Oil companies globally, are already restructuring their business and operating models through digital innovation and engagement solutions to deliver the most valuable customer experience. The challenge remains of how to find ways to make the shift in customer power work, for mutual advantage while implementing digital loyalty programs that create and increase customer value. This paper discusses the latest trends of fuel loyalty programs and proposes a Smart Loyalty Program Platform (SLPP) for intelligent programs with personalized rewards, new loyalty currencies and humanized technology.","PeriodicalId":277894,"journal":{"name":"2019 International Conference on Digitization (ICD)","volume":"58 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133227939","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
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