2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC)最新文献_第10页

Interpretation of Cardio Vascular Diseases using Electrocardiogram: A Study 心电图对心血管疾病的解释研究

2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC) Pub Date : 2018-12-01 DOI: 10.1109/PDGC.2018.8745999

Kirti, Harsh Sohal, Shruti Jain

{"title":"Interpretation of Cardio Vascular Diseases using Electrocardiogram: A Study","authors":"Kirti, Harsh Sohal, Shruti Jain","doi":"10.1109/PDGC.2018.8745999","DOIUrl":"https://doi.org/10.1109/PDGC.2018.8745999","url":null,"abstract":"Electrocardiogram (ECG) plays an important role to eliminate diagnostic errors arises in Cardio-Vascular Disease (CVD). Delineation of ECG gives various necessary features which consists of intervals&segments ($boldsymbol{R}boldsymbol{R}$ interval, $boldsymbol{P}boldsymbol{R}$ interval, $boldsymbol{Q}boldsymbol{T}$ interval, $boldsymbol{Q}boldsymbol{R}boldsymbol{S}$ width, $boldsymbol{S}boldsymbol{T}$ segment) and amplitudes ($boldsymbol{Q}boldsymbol{R}boldsymbol{S}, boldsymbol{P}$ and $boldsymbol{T}$). These ECG parameters help in guiding the clinicians to diagnose accurately. In this paper, we have reviewed different abnormalities of $boldsymbol{P}, boldsymbol{Q}boldsymbol{R}boldsymbol{S}& boldsymbol{T}$ wave and cardiac rhythm. These abnormalities will lead towards different diseases: Myocardial Infarction (MI), Bundle Branch Block (BBB), Ventricular Hypertrophy (VH), Supraventricular Tachycardia (ST), Wolff-Parkinson White Syndrome (WPWS), Sick Sinus Syndrome (SSS) etc. Further we have done pre-processing using digital filter design (IIR & FIR) with the help of MATLAB and comparison has been made on the basis of their simplicity, phase response and computational complexity.","PeriodicalId":303401,"journal":{"name":"2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC)","volume":"141 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114881716","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: 9

A High Capacity Framework for Reversible Information Embedding in Medical Images 医学图像可逆信息嵌入的高容量框架

2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC) Pub Date : 2018-12-01 DOI: 10.1109/PDGC.2018.8745737

Shifa Showkat, S. A. Parah

{"title":"A High Capacity Framework for Reversible Information Embedding in Medical Images","authors":"Shifa Showkat, S. A. Parah","doi":"10.1109/PDGC.2018.8745737","DOIUrl":"https://doi.org/10.1109/PDGC.2018.8745737","url":null,"abstract":"In this paper, a scheme of reversible data hiding (RDH) with increased capacity for medical images has been presented. The proposed method focusses on increasing the medical image's visual quality and simultaneously improving the payload. This algorithm presents a block based approach and modifies only pixels in a given range and not in the entire image. The histogram of each individual block is generated with the objective of computing the peak value i.e. the value with highest frequency of occurrence. For medical images, an additional preprocessing step is first done to make computation simpler. Stego-image is formed by embedding particular values of secret data bits in a pre-determined range. The cover-image is recovered in its original form by concatenating a location tag to the stego-image. Peak Signal to Noise Ratio (PSNR), Structural Similarity Index Matrix (SSIM) and capacity are the metrics that assess the visual quality, structural similarity and payload. Since the process of embedding of data is done only in particular pixels of a defined range, the proposed idea results in increased payload with less distortion.","PeriodicalId":303401,"journal":{"name":"2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC)","volume":"13 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"117016546","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

Rainfall Prediction: Accuracy Enhancement Using Machine Learning and Forecasting Techniques 降雨预测:使用机器学习和预测技术提高准确性

2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC) Pub Date : 2018-12-01 DOI: 10.1109/PDGC.2018.8745763

Urmay Shah, Sanjay Garg, Neha Sisodiya, N. Dube, Shashikant Sharma

引用次数: 16

Performance Evaluation and Future Scope of Image Secret Sharing Schemes 图像秘密共享方案的性能评价及未来发展方向

2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC) Pub Date : 2018-12-01 DOI: 10.1109/PDGC.2018.8745872

Aaqib Anjum Reshi, S. A. Parah

{"title":"Performance Evaluation and Future Scope of Image Secret Sharing Schemes","authors":"Aaqib Anjum Reshi, S. A. Parah","doi":"10.1109/PDGC.2018.8745872","DOIUrl":"https://doi.org/10.1109/PDGC.2018.8745872","url":null,"abstract":"Image secret sharing (ISS) has seen an immense growth in modern day world due to excess internet usability along with growing insecurity due to advanced attacks from the hackers. Secret sharing methods play a very important part in visual cryptography(VC) which began with introduction of “(k, n) threshold” scheme introduced by Shamir and Blakeley in 1979. In this scheme a secret is divided/encoded into ‘n’ shares or meaningless noisy images. The message to be hidden can only be constructed by stacking (combining with some logic) up at least ‘k’ number of shares/transparencies. Various advancements have happened in ISS with introduction of the “(k, n) threshold” based scheme to images. It has led to development of new schemes like probability based ISS, extended ISS, ISS using Cloud, and progressive ISS with perfect reconstruction capability or perfect data retrieval capability etc. These techniques are judged using the parameters like security robustness, pixel expansion and contrast of retrieved image. The ISS schemes can be made more robust and secure by integrating various features like introducing progressive ISS feature with Cloud and further increasing data payload by increasing ability to embed more data without decreasing the security and quality of retrieved original secret data. In this paper different ISS schemes have been surveyed and compared taking into consideration security, pixel expansion and contrast loss along with future scope of these techniques and application areas have also been discussed to get the scope of future research in the area.","PeriodicalId":303401,"journal":{"name":"2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC)","volume":"73 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"125617007","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

Channel Performance Evaluation of Wireless Communication Networks 无线通信网络信道性能评价

2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC) Pub Date : 2018-12-01 DOI: 10.1109/PDGC.2018.8745938

Rashmeet, Amit Gupta, R. Goyal

引用次数: 3

ToMRobot: A Low-Cost Robot for MANET Testbed ToMRobot:用于MANET试验台的低成本机器人

2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC) Pub Date : 2018-12-01 DOI: 10.1109/PDGC.2018.8745838

F. Muchtar, P. Singh, Y. Kumar, Asma Hanee Ariffin, S. I. Fadilah, M. N. Yusoff

{"title":"ToMRobot: A Low-Cost Robot for MANET Testbed","authors":"F. Muchtar, P. Singh, Y. Kumar, Asma Hanee Ariffin, S. I. Fadilah, M. N. Yusoff","doi":"10.1109/PDGC.2018.8745838","DOIUrl":"https://doi.org/10.1109/PDGC.2018.8745838","url":null,"abstract":"It has been identified from literature that affordability is the main constraint faced by the majority of MANET (Mobile Ad-hoc Network) researchers which sees them forgoing implementing real world experimental studies that are costlier, in favour of opting for cheaper simulation tools instead. While simulation tools provide a simple and inexpensive method to gain an understanding of algorithms and protocols in MANET research, its reliability and accuracy in representing real systems and contexts are critically limited. Thus, this paper unveils the ToMRobot, created with low budget using ordinary remote control (RC) car coupled with a few low cost electronic components, to serve as a fully functional MANET testbed. Provided in this paper are practical knowhow to model and produce ToMRobot from scratch specifically targeted to facilitate less technical savvy MANET researchers. Despite being really economical, significantly inexpensive to create, highly customizable with flexible option that allows researchers to upgrade by utilizing components such as Arduino and Cubieboard2 from technologies that can be sourced from open hardware, ToMRobot still maintains all aspects of MANET rudimentary structures. It is hoped that the guidelines contained within this paper will help MANET researchers to build robots that can be used in their future MANET testbeds, which will in turn ultimately increase the number of MANET researchers who choose testbeds as their evaluation tool.","PeriodicalId":303401,"journal":{"name":"2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC)","volume":"285 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2018-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133334576","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

Smart Home Appliance Parallel Scheduling Using MPI 基于MPI的智能家电并行调度

2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC) Pub Date : 2018-12-01 DOI: 10.1109/PDGC.2018.8745810

Sumita Acharya, Motahar Reza

引用次数: 1

Emotional analysis towards reasoning about attitudes of customers using Spark — A Novel Machine Learning Approach 使用Spark对客户态度进行情感分析——一种新颖的机器学习方法

2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC) Pub Date : 2018-12-01 DOI: 10.1109/PDGC.2018.8745961

A. Kumar, Motahar Reza, Bhumik Varu, Shivangi Shreya

引用次数: 0

Appraisal of Pre-processing Techniques for Automated Detection of Diabetic Retinopathy 糖尿病视网膜病变自动检测的预处理技术评价

2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC) Pub Date : 2018-12-01 DOI: 10.1109/PDGC.2018.8745964

C. Bhardwaj, Shruti Jain, M. Sood

引用次数: 11

SPIHT based dual watermarking technique in NSCT domain 基于SPIHT的NSCT域双水印技术

2018 Fifth International Conference on Parallel, Distributed and Grid Computing (PDGC) Pub Date : 2018-12-01 DOI: 10.1109/PDGC.2018.8745789

C. Kumar, Ashutosh Kumar Singh, Pardeep Kumar

引用次数: 0