Yes, I am a huge Sci-Fi and noir fan, but I also know where my feet are. As R&D people, we must discuss emerging technology, standards and ethics fueled by this not so futuristic film. Industry 4.0 (formerly known as Industrie 4.0) is a subset of the Internet of Things with some industrial things added devised by the German industry sector1. Its recommendations describe the combined interaction between Cyber-Physical Systems (CPSs), smart factory and the cloud. The product is designed with the way it will be produced, the form it will relate to its associated information, its place in the smart factory as well as collaboration with similar industrial units in mind.
{"title":"Blade Runner 2049 and the Quest for Industry 4.0","authors":"Vania V. Estrela, Edwiges G. H. Grata","doi":"10.13005/OJCST/10.04.01","DOIUrl":"https://doi.org/10.13005/OJCST/10.04.01","url":null,"abstract":"Yes, I am a huge Sci-Fi and noir fan, but I also know where my feet are. As R&D people, we must discuss emerging technology, standards and ethics fueled by this not so futuristic film. Industry 4.0 (formerly known as Industrie 4.0) is a subset of the Internet of Things with some industrial things added devised by the German industry sector1. Its recommendations describe the combined interaction between Cyber-Physical Systems (CPSs), smart factory and the cloud. The product is designed with the way it will be produced, the form it will relate to its associated information, its place in the smart factory as well as collaboration with similar industrial units in mind.","PeriodicalId":270258,"journal":{"name":"Oriental journal of computer science and technology","volume":"10 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":"121255114","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}
Afaq Ahmad, D. A. Abri, S. S. A. Busaidi, M. Bait-Suwailam
The authors show that in a Built-In Self-Test (BIST) technique, based on linear-feedback shift registers, when the feedback connections in pseudo-random test-sequence generator and signature analyzer are images of each other and corresponds to primitive characteristic polynomial then behaviors of faults masking remains identical. The simulation results of single stuck-at faults show how the use of such feedback connections in pseudo-random test-sequence generator and signature analyzer yields to mask the same faults.
{"title":"What Causes to Tune a Condition of Exactly Identical Fault-Masks Behaviors in an LFSR based BIST Methodology","authors":"Afaq Ahmad, D. A. Abri, S. S. A. Busaidi, M. Bait-Suwailam","doi":"10.13005/OJCST/10.04.02","DOIUrl":"https://doi.org/10.13005/OJCST/10.04.02","url":null,"abstract":"The authors show that in a Built-In Self-Test (BIST) technique, based on linear-feedback shift registers, when the feedback connections in pseudo-random test-sequence generator and signature analyzer are images of each other and corresponds to primitive characteristic polynomial then behaviors of faults masking remains identical. The simulation results of single stuck-at faults show how the use of such feedback connections in pseudo-random test-sequence generator and signature analyzer yields to mask the same faults.","PeriodicalId":270258,"journal":{"name":"Oriental journal of computer science and technology","volume":"50 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":"121565186","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}
A new framework recognition system for identifying the missed pilgrims in Hajj and Umrah is presented in this paper. The framework recognition system is based on the Wavelet Probabilistic Neural Network (WPNN) classifier. The entire framework recognition system is capable of identifying the missed pilgrims. The framework recognition systems is developed as an application for mobile phones The proposed framework recognition system is applied to a huge database for pilgrims in the Ministry of Hajj Computer server for matching and identifying the missed pilgrim. The results are superior comparing to the existing systems.
{"title":"A New Framework For Identifying the Missed Pilgrims In Hajj and Umrah","authors":"J. AlKhateeb","doi":"10.13005/OJCST/10.04.03","DOIUrl":"https://doi.org/10.13005/OJCST/10.04.03","url":null,"abstract":"A new framework recognition system for identifying the missed pilgrims in Hajj and Umrah is presented in this paper. The framework recognition system is based on the Wavelet Probabilistic Neural Network (WPNN) classifier. The entire framework recognition system is capable of identifying the missed pilgrims. The framework recognition systems is developed as an application for mobile phones The proposed framework recognition system is applied to a huge database for pilgrims in the Ministry of Hajj Computer server for matching and identifying the missed pilgrim. The results are superior comparing to the existing systems.","PeriodicalId":270258,"journal":{"name":"Oriental journal of computer science and technology","volume":"30 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":"124957384","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}
The main thrust of the study is to develop a cloud-based application performance monitoring system of the cadets while on board ship training for the Philippine Merchant Marine Academy in San Narciso, Zambales which intended to serve as an alternative system that can be used by the target school in monitoring the performance of the cadets while on ship board and determine its effectiveness. The researcher has used the descriptive research method wherein the study is focused on the present situations. It involves the recording, description and the presentation of the present system, composition and phenomena. The Statement of the problem focused in obtaining the effectiveness of the proposed cloud based application in performance monitoring system of the cadets for the Philippine Merchant Marine Academy, San Narciso, Zambales. Findings showed that the Department of Shipboard Training needs a real time system that can monitor the cadets while on board ship training. Based on the conclusion of this study, the researcher recommends the development of the cloud based application which will monitor the performance of the cadets while on board ship training and lastly, the developed system was tested during the implementation and met no errors. Based on the findings, the number of respondents as group per course is in parallel to the ratio of the students currently enrolled at PMMA. Majority of the respondents for both the groups came from the existing Group whose ages range from 19-21 years old.As revealed, the majority of the respondents for both the groups are males from the Proposed Group. In the proposed system out of one hundred percent respondents, thirty or 93.5% cadets; while the officials are nine or 6.5% of the one hundred, from the total of thirty-nine respondents.
本研究的主要目的是为位于Zambales San Narciso的菲律宾商船学院开发一套基于云的学员船上培训应用程序性能监测系统,该系统旨在作为目标学校可用于监测学员船上培训性能并确定其有效性的替代系统。研究人员使用了描述性研究方法,其中研究的重点是目前的情况。它包括对当前系统、构成和现象的记录、描述和呈现。问题的陈述侧重于在Zambales San Narciso菲律宾商船学院的学员绩效监测系统中获得拟议的基于云的应用程序的有效性。研究结果表明,舰载训练部需要一个实时系统来监控学员在舰载训练时的情况。根据本研究的结论,研究人员建议开发基于云的应用程序,以监控学员在船上训练时的表现,最后,开发的系统在实施过程中进行了测试,没有出现错误。根据调查结果,每门课程的受访者人数与目前在PMMA注册的学生人数比例相当。这两个群体的大多数受访者都来自现有的群体,年龄在19-21岁之间。结果显示,两组的大部分受访者都是来自建议组的男性。在拟议的制度中,百分之百的回答者中,有30人(93.5%)是军校学员;而官员是9人,占100人的6.5%,从总共39名受访者中。
{"title":"FDM CLOUD BASED APPLICATION PERFORMANCE MONITORING SYSTEM OF THE CADETS WHILE ON BOARD SHIP TRAINING FOR THE PHILIPPINE MERCHANT MARINE ACADEMY IN SAN NARCISO ZAMBALES","authors":"F. Mobo","doi":"10.13005/OJCST/10.04.04","DOIUrl":"https://doi.org/10.13005/OJCST/10.04.04","url":null,"abstract":"The main thrust of the study is to develop a cloud-based application performance monitoring system of the cadets while on board ship training for the Philippine Merchant Marine Academy in San Narciso, Zambales which intended to serve as an alternative system that can be used by the target school in monitoring the performance of the cadets while on ship board and determine its effectiveness. The researcher has used the descriptive research method wherein the study is focused on the present situations. It involves the recording, description and the presentation of the present system, composition and phenomena. The Statement of the problem focused in obtaining the effectiveness of the proposed cloud based application in performance monitoring system of the cadets for the Philippine Merchant Marine Academy, San Narciso, Zambales. Findings showed that the Department of Shipboard Training needs a real time system that can monitor the cadets while on board ship training. Based on the conclusion of this study, the researcher recommends the development of the cloud based application which will monitor the performance of the cadets while on board ship training and lastly, the developed system was tested during the implementation and met no errors. Based on the findings, the number of respondents as group per course is in parallel to the ratio of the students currently enrolled at PMMA. Majority of the respondents for both the groups came from the existing Group whose ages range from 19-21 years old.As revealed, the majority of the respondents for both the groups are males from the Proposed Group. In the proposed system out of one hundred percent respondents, thirty or 93.5% cadets; while the officials are nine or 6.5% of the one hundred, from the total of thirty-nine respondents.","PeriodicalId":270258,"journal":{"name":"Oriental journal of computer science and technology","volume":"10 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":"122063276","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}
An injective function g: V(G) → {F 0 , F 1 , F 2 , . . . , F n+1 }, where Fj is the jth Fibonacci number (j = 0, 1, . . . , n+1), is said to be Fibonacci cordial labeling if the induced function g*: E(G) → {0, 1} defined by g * (xy) = (f (x) + f (y)) (mod2) satisfies the condition |e g (1) − e g (0)| ≤ 1. A graph having Fibonacci cordial labeling is called Fibonacci cordial graph. In this paper, i inspect the existence of Fibonacci Cordial Labeling of DS(Pn), DS(DFn), Edge duplication in K 1,n , Joint sum of Gl(n), DFn⊕ K 1,n and ringsum of star graph with cycle with one chord and cycle with two chords respectively.
一个内射函数g: V(g)→{f0, f1, f2,…, F n+1},其中Fj是第j个斐波那契数(j = 0,1,…), n+1),如果由g* (xy) = (f (x) + f (y)) (mod2)定义的诱导函数g*: E(g)→{0,1}满足条件| E g(1)−E g(0)|≤1,则称其为斐波那契诚恳标记。具有斐波那契诚恳标记的图称为斐波那契诚恳图。本文分别检验了DS(Pn)、DS(DFn)、k1,n上的边重复、Gl(n)、DFn⊕k1,n的联合和和单弦环星图和双弦环星图的环和的存在性。
{"title":"Fibonacci Cordial Labeling of Some Special Graphs","authors":"A. Rokad","doi":"10.13005/OJCST/10.04.18","DOIUrl":"https://doi.org/10.13005/OJCST/10.04.18","url":null,"abstract":"An injective function g: V(G) → {F 0 , F 1 , F 2 , . . . , F n+1 }, where Fj is the jth Fibonacci number (j = 0, 1, . . . , n+1), is said to be Fibonacci cordial labeling if the induced function g*: E(G) → {0, 1} defined by g * (xy) = (f (x) + f (y)) (mod2) satisfies the condition |e g (1) − e g (0)| ≤ 1. A graph having Fibonacci cordial labeling is called Fibonacci cordial graph. In this paper, i inspect the existence of Fibonacci Cordial Labeling of DS(Pn), DS(DFn), Edge duplication in K 1,n , Joint sum of Gl(n), DFn⊕ K 1,n and ringsum of star graph with cycle with one chord and cycle with two chords respectively.","PeriodicalId":270258,"journal":{"name":"Oriental journal of computer science and technology","volume":"51 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":"132733937","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}
Practical effort estimation is very basic and most essential aspect of very organisation to sustain better project management. Accuracy in efforts makes the organisation to surge its business and build motivation among its customers effectively. It was observed that continuous improvement is required for software effort assessment after regular eras. The fundamental point of this examination work is to assess the execution of Re-UCP strategy for estimation of efforts for web application projects. This research work compares the existing effort estimation model results with the Re-UCP effort estimation methods results for web application development projects.
{"title":"Re-UCP Effort Estimation for Web Application Development","authors":"Mudasir M Kirmani","doi":"10.13005/OJCST/10.04.08","DOIUrl":"https://doi.org/10.13005/OJCST/10.04.08","url":null,"abstract":"Practical effort estimation is very basic and most essential aspect of very organisation to sustain better project management. Accuracy in efforts makes the organisation to surge its business and build motivation among its customers effectively. It was observed that continuous improvement is required for software effort assessment after regular eras. The fundamental point of this examination work is to assess the execution of Re-UCP strategy for estimation of efforts for web application projects. This research work compares the existing effort estimation model results with the Re-UCP effort estimation methods results for web application development projects.","PeriodicalId":270258,"journal":{"name":"Oriental journal of computer science and technology","volume":"3 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":"115426342","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}
To measure testability before the actual development starts will play a crucial role to the developer, designers and end users as well. Early measurement of testability, especially in early requirement stage to assist the developer for the further development process, and will also assures us to produce and deliver the high quality requirement that can surely reduce the overall cost and improves the quality of development process. Taking view of this fact, this paper identifies testability estimation factors namely understandability and modifiability and establishes the correlation among testability, understandability and modifiability. Further, a model is developed to quantify software testability in requirement phase and named as Requirement Testability Model of Object Oriented Software-RTMOOS. Furthermore, the correlation of Testability with these factors has been tested and justified with the help of statistical measures.
{"title":"Requirement Based Testability Estimation Model of Object Oriented Software","authors":"M. Z. Khan, M. Khanam, Marya Khan","doi":"10.13005/OJCST/10.04.14","DOIUrl":"https://doi.org/10.13005/OJCST/10.04.14","url":null,"abstract":"To measure testability before the actual development starts will play a crucial role to the developer, designers and end users as well. Early measurement of testability, especially in early requirement stage to assist the developer for the further development process, and will also assures us to produce and deliver the high quality requirement that can surely reduce the overall cost and improves the quality of development process. Taking view of this fact, this paper identifies testability estimation factors namely understandability and modifiability and establishes the correlation among testability, understandability and modifiability. Further, a model is developed to quantify software testability in requirement phase and named as Requirement Testability Model of Object Oriented Software-RTMOOS. Furthermore, the correlation of Testability with these factors has been tested and justified with the help of statistical measures.","PeriodicalId":270258,"journal":{"name":"Oriental journal of computer science and technology","volume":"5 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":"125506872","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}
Data Warehouse design requires a to why dimensional modelling is preferred over E-R modelling when creating data warehouse. Radical rebuilding of tremendous measures of information, frequently of questionable or conflicting quality, drawn from various heterogeneous sources. Data Warehouse configuration assimilates business learning and innovation know-how. The outline of theData Warehouse requires a profound comprehension of the business forms in detail. The principle point of this exploration paper is to contemplate and investigate the transformation model to change over the E-R outlines to Star Schema for developing Data Warehouses. The Dimensional modelling is a logical design technique used for data warehouses. This research paper addresses various potential differences between the two techniques and highlights the advantages of using dimensional modelling along with disadvantages as well. Dimensional Modelling is one of the popular techniques for databases that are designed keeping in mind the queries from end-user in a data warehouse. In this paper the focus has been on Star Schema, which basically comprises of Fact table and Dimension tables. Each fact table further comprises of foreign keys of various dimensions and measures and degenerate dimensions if any. We also discuss the possibilities of deployment and acceptance of Conversion Model (CM) to provide the details of fact table and dimension tables according to the local needs. It will also highlight.
{"title":"Dimensional Modeling Using Star Schema for Data Warehouse Creation","authors":"Mudasir M Kirmani","doi":"10.13005/OJCST/10.04.07","DOIUrl":"https://doi.org/10.13005/OJCST/10.04.07","url":null,"abstract":"Data Warehouse design requires a to why dimensional modelling is preferred over E-R modelling when creating data warehouse. Radical rebuilding of tremendous measures of information, frequently of questionable or conflicting quality, drawn from various heterogeneous sources. Data Warehouse configuration assimilates business learning and innovation know-how. The outline of theData Warehouse requires a profound comprehension of the business forms in detail. The principle point of this exploration paper is to contemplate and investigate the transformation model to change over the E-R outlines to Star Schema for developing Data Warehouses. The Dimensional modelling is a logical design technique used for data warehouses. This research paper addresses various potential differences between the two techniques and highlights the advantages of using dimensional modelling along with disadvantages as well. Dimensional Modelling is one of the popular techniques for databases that are designed keeping in mind the queries from end-user in a data warehouse. In this paper the focus has been on Star Schema, which basically comprises of Fact table and Dimension tables. Each fact table further comprises of foreign keys of various dimensions and measures and degenerate dimensions if any. We also discuss the possibilities of deployment and acceptance of Conversion Model (CM) to provide the details of fact table and dimension tables according to the local needs. It will also highlight.","PeriodicalId":270258,"journal":{"name":"Oriental journal of computer science and technology","volume":"76 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":"115740962","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}
Day by day, data is growing rapidly. Analysis of the data is necessity. As per recent survey data generated in last 2 years is more than the data created in entire previous history of human. Data created in different form and in diversified manner. It can be structured, it can be semi-structured, or it can be unstructured. To analyze diversified by agricultural data we can use the tools of Big Data like Pig. Using Pig, we can analyze varieties of data. Pig is a platform for analysis of data. Biggest advantage of Pig is it can process any diversified data very quickly and allows us to use user defined functions. Use Case of Pig is ETL. It is used to extract the data from sources then after applying transformation we can load it into the data warehouse. We will do analysis of state wise proportion circulation of Numeral of operative properties for all societal collections in 2005-06 and 2010-11 using Pig.
{"title":"Analyzing Varieties of Agricultural Data Using Big Data Tools Pig","authors":"Bankim L. Radadiya, Parag C Shukla","doi":"10.13005/OJCST/10.04.16","DOIUrl":"https://doi.org/10.13005/OJCST/10.04.16","url":null,"abstract":"Day by day, data is growing rapidly. Analysis of the data is necessity. As per recent survey data generated in last 2 years is more than the data created in entire previous history of human. Data created in different form and in diversified manner. It can be structured, it can be semi-structured, or it can be unstructured. To analyze diversified by agricultural data we can use the tools of Big Data like Pig. Using Pig, we can analyze varieties of data. Pig is a platform for analysis of data. Biggest advantage of Pig is it can process any diversified data very quickly and allows us to use user defined functions. Use Case of Pig is ETL. It is used to extract the data from sources then after applying transformation we can load it into the data warehouse. We will do analysis of state wise proportion circulation of Numeral of operative properties for all societal collections in 2005-06 and 2010-11 using Pig.","PeriodicalId":270258,"journal":{"name":"Oriental journal of computer science and technology","volume":"44 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":"122829379","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}
C. Pandey, Neeraj Kumar, V. Mishra, Abhishek Ba Bajpaipai
Traffic conditions in infrastructure-less environment are in many ways not ideal for driving. This is due to undefined road curvature, faded and unmaintained lane markings and various obstacles situations cause vital life loses and damage of vehicles in accidents. This paper provides an efficient approach of finding various roadways obstacles situation using our depth learning approach based on the data collected through a Smartphone. The existing methods are suitable for planned or structured roads. The proposed approach is suitable for planed as well as unplanned roads i.e. for infrastructure-less environment. The approach is capable of effectively classifying roadways obstacles into predefined categories using depth learning approach. While compared with other similar approach this approach is a cost effective approach. Article history Received: 30 May 2017 Accepted:12 July 2017
{"title":"Identifying Various Roadways Obstacles in Infrastructure less Environment Using Depth Learning Approach","authors":"C. Pandey, Neeraj Kumar, V. Mishra, Abhishek Ba Bajpaipai","doi":"10.13005/OJCST/10.03.05","DOIUrl":"https://doi.org/10.13005/OJCST/10.03.05","url":null,"abstract":"Traffic conditions in infrastructure-less environment are in many ways not ideal for driving. This is due to undefined road curvature, faded and unmaintained lane markings and various obstacles situations cause vital life loses and damage of vehicles in accidents. This paper provides an efficient approach of finding various roadways obstacles situation using our depth learning approach based on the data collected through a Smartphone. The existing methods are suitable for planned or structured roads. The proposed approach is suitable for planed as well as unplanned roads i.e. for infrastructure-less environment. The approach is capable of effectively classifying roadways obstacles into predefined categories using depth learning approach. While compared with other similar approach this approach is a cost effective approach. Article history Received: 30 May 2017 Accepted:12 July 2017","PeriodicalId":270258,"journal":{"name":"Oriental journal of computer science and technology","volume":"74 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2017-09-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123552625","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}