Pub Date : 2019-01-01DOI: 10.1109/ICISC44355.2019.9036408
Trupti Ghewari, S. Khot, M. D. Khatavkar
Shadow detection and removal efficiency in color images has become most important requirement while processing aerial images. The successive thresholding scheme (STS) is presented in this paper. Scheme increases shadow detection accuracy. In this paper, we have modified ratio map to obtain accurate gap between shadow and non-shadow pixels. The idea is derived from original Tsai's method. The global thresholding scheme is used to classify the pixels into shadow and non-shadow class. The coarse map obtained for candidate shadow pixels is then processed using connected component and candidate shadow region pixels are grouped. The iterative method is used for detecting true shadow pixels. Experimental results show that, the shadow detection correctness of our suggested model based algorithm is analogous to Tsai's algorithm. Dataset of images is tested using both approaches to calculate precision (P), recall (R) and Fscore (F). The results show outstanding performance for our method.
{"title":"Analysis of Model based Shadow Detection and Removal in Color Images","authors":"Trupti Ghewari, S. Khot, M. D. Khatavkar","doi":"10.1109/ICISC44355.2019.9036408","DOIUrl":"https://doi.org/10.1109/ICISC44355.2019.9036408","url":null,"abstract":"Shadow detection and removal efficiency in color images has become most important requirement while processing aerial images. The successive thresholding scheme (STS) is presented in this paper. Scheme increases shadow detection accuracy. In this paper, we have modified ratio map to obtain accurate gap between shadow and non-shadow pixels. The idea is derived from original Tsai's method. The global thresholding scheme is used to classify the pixels into shadow and non-shadow class. The coarse map obtained for candidate shadow pixels is then processed using connected component and candidate shadow region pixels are grouped. The iterative method is used for detecting true shadow pixels. Experimental results show that, the shadow detection correctness of our suggested model based algorithm is analogous to Tsai's algorithm. Dataset of images is tested using both approaches to calculate precision (P), recall (R) and Fscore (F). The results show outstanding performance for our method.","PeriodicalId":419157,"journal":{"name":"2019 Third International Conference on Inventive Systems and Control (ICISC)","volume":"317 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132383574","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}
Pub Date : 2019-01-01DOI: 10.1109/ICISC44355.2019.9036453
Garima Bakshi, R. Yaduvanshi, A. Vaish
A dual band rectangular dielectric resonator antenna is presented with exhibits linear polarization at a lower frequency band of 5.25 GHz-5.52 GHz which can be utilized for wireless communication applications and circular polarization at a higher frequency band of 7.47GHz- 7.95GHz which can be used for weather radar application as circular polarization reduces signal attenuation as well as reduces the adverse climatic conditions effect on signal. The novel design consists of four-layer structure with sapphire and TMM 13i stacked alternatively. Since sapphire and TMM13i are resistant to physical change they are best for C-Band applications. A patch with corners truncated and slot etched in it in order to attain dual band and two types of polarization respectively. The aperture coupled feed has been employed as it removes spurious feed radiation. The designed antenna has achieved an axial ratio>3dB and overall gain of 5dB. The VSWR (Voltage standing wave ratio) is less than 1 for both the bands. The design is simulated using HFSS.
{"title":"Dual Band Sapphire Stacked RDR Aperture Coupled Antenna with Linear Polarization and Circular Polarization for C-Band Applications","authors":"Garima Bakshi, R. Yaduvanshi, A. Vaish","doi":"10.1109/ICISC44355.2019.9036453","DOIUrl":"https://doi.org/10.1109/ICISC44355.2019.9036453","url":null,"abstract":"A dual band rectangular dielectric resonator antenna is presented with exhibits linear polarization at a lower frequency band of 5.25 GHz-5.52 GHz which can be utilized for wireless communication applications and circular polarization at a higher frequency band of 7.47GHz- 7.95GHz which can be used for weather radar application as circular polarization reduces signal attenuation as well as reduces the adverse climatic conditions effect on signal. The novel design consists of four-layer structure with sapphire and TMM 13i stacked alternatively. Since sapphire and TMM13i are resistant to physical change they are best for C-Band applications. A patch with corners truncated and slot etched in it in order to attain dual band and two types of polarization respectively. The aperture coupled feed has been employed as it removes spurious feed radiation. The designed antenna has achieved an axial ratio>3dB and overall gain of 5dB. The VSWR (Voltage standing wave ratio) is less than 1 for both the bands. The design is simulated using HFSS.","PeriodicalId":419157,"journal":{"name":"2019 Third International Conference on Inventive Systems and Control (ICISC)","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128189025","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}
Pub Date : 2019-01-01DOI: 10.1109/ICISC44355.2019.9036443
R. K. Megalingam, Racharla Shriya Reddy, Y. Jahnavi, Manaswini Motheram
Voice-based smart home applications have taken a rapid growth in the past few years. Voice recognition is the ability of the system to receive, interpret, analyze and carry out the spoken commands. This paper proposes a ROS based voice - controlled robot, which runs using a differential drive mechanism and takes the voice commands from the user and moves a wheeled robot accordingly. The system is based on a statistical model such as the Hidden Markov Model (HMM). The HMM approach to speech enhancement relies on the Viterbi Algorithm.
{"title":"ROS Based Control of Robot Using Voice Recognition","authors":"R. K. Megalingam, Racharla Shriya Reddy, Y. Jahnavi, Manaswini Motheram","doi":"10.1109/ICISC44355.2019.9036443","DOIUrl":"https://doi.org/10.1109/ICISC44355.2019.9036443","url":null,"abstract":"Voice-based smart home applications have taken a rapid growth in the past few years. Voice recognition is the ability of the system to receive, interpret, analyze and carry out the spoken commands. This paper proposes a ROS based voice - controlled robot, which runs using a differential drive mechanism and takes the voice commands from the user and moves a wheeled robot accordingly. The system is based on a statistical model such as the Hidden Markov Model (HMM). The HMM approach to speech enhancement relies on the Viterbi Algorithm.","PeriodicalId":419157,"journal":{"name":"2019 Third International Conference on Inventive Systems and Control (ICISC)","volume":"27 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129416065","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}
Pub Date : 2019-01-01DOI: 10.1109/ICISC44355.2019.9036376
Deepa Palanisamy, R. Senthilkumar
Remote sensing is the acquisition of physical characteristics (reflecting radiation) of the remote object. It can be collected via special cameras or sensors in the satellite or aircraft or weather balloons. Each remote sensing images has multiple spectral bands. The remote sensing images analysis is used by multiple applications like metrological prediction, Land Cover and Land Usage prediction (LCLU), vegetation change detection. Missing image in the remote sensing time series produces a lot of glitches, causing serious upshot in the multi-temporal analysis, when the images at various time stamps are missing over a period of time. The existing work reconstructs missing image in remote sensing time series via spatial and temporal data. The proposed method Tensor-Deep Stacking Network Spatial-Temporal-Spectral (TDSN-STS) helps to reconstructs the missing image in remote sensing time series using spatial, temporal and spectral data. Thus the accuracy of the reconstructed image in TDSN-STS was increased substantially compared to the existing work.
{"title":"Predicting Missing Image in Remote Sensing Time Series Using Spatial-Temporal-Spectral Data","authors":"Deepa Palanisamy, R. Senthilkumar","doi":"10.1109/ICISC44355.2019.9036376","DOIUrl":"https://doi.org/10.1109/ICISC44355.2019.9036376","url":null,"abstract":"Remote sensing is the acquisition of physical characteristics (reflecting radiation) of the remote object. It can be collected via special cameras or sensors in the satellite or aircraft or weather balloons. Each remote sensing images has multiple spectral bands. The remote sensing images analysis is used by multiple applications like metrological prediction, Land Cover and Land Usage prediction (LCLU), vegetation change detection. Missing image in the remote sensing time series produces a lot of glitches, causing serious upshot in the multi-temporal analysis, when the images at various time stamps are missing over a period of time. The existing work reconstructs missing image in remote sensing time series via spatial and temporal data. The proposed method Tensor-Deep Stacking Network Spatial-Temporal-Spectral (TDSN-STS) helps to reconstructs the missing image in remote sensing time series using spatial, temporal and spectral data. Thus the accuracy of the reconstructed image in TDSN-STS was increased substantially compared to the existing work.","PeriodicalId":419157,"journal":{"name":"2019 Third International Conference on Inventive Systems and Control (ICISC)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128652926","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}
Pub Date : 2019-01-01DOI: 10.1109/ICISC44355.2019.9036363
Kalpanaseelam, C. Jayalakshmi, K. Prasanti
Now a days all things are connected in smarter way by using Internet of Things. The aim of connected vehicle technology is to solve some of the major issues in the transportation in the area of safety, mobility and environment. This paper proposed a system for ambulance clearance, stolen vehicle detection, accident detection and sending traffic information to nearby junctions displaying the count of vehicles. The microcontroller continuously exchanges the traffic information with nearby junctions through Internet of Things technology. It allows the travelers to take a smart decision in choosing their route.
{"title":"Smart Vehicle Connectivity for Safety Applications using IOT","authors":"Kalpanaseelam, C. Jayalakshmi, K. Prasanti","doi":"10.1109/ICISC44355.2019.9036363","DOIUrl":"https://doi.org/10.1109/ICISC44355.2019.9036363","url":null,"abstract":"Now a days all things are connected in smarter way by using Internet of Things. The aim of connected vehicle technology is to solve some of the major issues in the transportation in the area of safety, mobility and environment. This paper proposed a system for ambulance clearance, stolen vehicle detection, accident detection and sending traffic information to nearby junctions displaying the count of vehicles. The microcontroller continuously exchanges the traffic information with nearby junctions through Internet of Things technology. It allows the travelers to take a smart decision in choosing their route.","PeriodicalId":419157,"journal":{"name":"2019 Third International Conference on Inventive Systems and Control (ICISC)","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122691587","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}
Pub Date : 2019-01-01DOI: 10.1109/ICISC44355.2019.9036332
B. Reddy, D. Sowjanya
Designing a controller for D.C motor under disturbance conditions and variations in parameters is a demanding assignment. To achieve requirements SMC strategy is used in this paper. SMC technique is a widely used robust controller, which is incentive to parameter variation and disturbance conditions. Here, in this paper, Sliding Mode controller is designed to monitor the speed of a DC motor. The suggested controller has designed by using unit vector approach. The effectiveness of the controller in supervising the dynamics of the D.C motor is verified by MATLAB.Simulations are presented in order to demonstrate the good achievement of the proposed control strategy.
{"title":"Control of D.C Motor Using Sliding Mode Control Under Disturbance Conditions","authors":"B. Reddy, D. Sowjanya","doi":"10.1109/ICISC44355.2019.9036332","DOIUrl":"https://doi.org/10.1109/ICISC44355.2019.9036332","url":null,"abstract":"Designing a controller for D.C motor under disturbance conditions and variations in parameters is a demanding assignment. To achieve requirements SMC strategy is used in this paper. SMC technique is a widely used robust controller, which is incentive to parameter variation and disturbance conditions. Here, in this paper, Sliding Mode controller is designed to monitor the speed of a DC motor. The suggested controller has designed by using unit vector approach. The effectiveness of the controller in supervising the dynamics of the D.C motor is verified by MATLAB.Simulations are presented in order to demonstrate the good achievement of the proposed control strategy.","PeriodicalId":419157,"journal":{"name":"2019 Third International Conference on Inventive Systems and Control (ICISC)","volume":"6 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122566342","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}
Pub Date : 2019-01-01DOI: 10.1109/ICISC44355.2019.9036411
Y. Mahadik, Vinayak Ansurkar, A. Kadam
In this paper, a new battery/solar Novel Energy Management System topology is proposed to meet efficacy and make the system cost effective. The battery/solar HESS uses a multi-source inverter to connect the battery and solar energy three phase load. A small DC/DC converter is used for boosting the voltage coming from solar source. The durability of the battery is a major concern in any electric vehicle hence this circumscription is overcome by connecting solar source along with the battery. This topology is advantageous in the sense that it makes the system more compact, improves the durability and also the overall cost of the battery reduces significantly. The regenerative braking does not directly affect the battery and thereby consequently enhancing the life, endurance, efficiency, and reliability of the battery.
{"title":"Novel Multi-Source Inverter Based Hybridization Scheme for Electrical Energy Storage System Using Renewable Source","authors":"Y. Mahadik, Vinayak Ansurkar, A. Kadam","doi":"10.1109/ICISC44355.2019.9036411","DOIUrl":"https://doi.org/10.1109/ICISC44355.2019.9036411","url":null,"abstract":"In this paper, a new battery/solar Novel Energy Management System topology is proposed to meet efficacy and make the system cost effective. The battery/solar HESS uses a multi-source inverter to connect the battery and solar energy three phase load. A small DC/DC converter is used for boosting the voltage coming from solar source. The durability of the battery is a major concern in any electric vehicle hence this circumscription is overcome by connecting solar source along with the battery. This topology is advantageous in the sense that it makes the system more compact, improves the durability and also the overall cost of the battery reduces significantly. The regenerative braking does not directly affect the battery and thereby consequently enhancing the life, endurance, efficiency, and reliability of the battery.","PeriodicalId":419157,"journal":{"name":"2019 Third International Conference on Inventive Systems and Control (ICISC)","volume":"42 4","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121013312","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}
Pub Date : 2019-01-01DOI: 10.1109/ICISC44355.2019.9036433
K. Pranathi, S. Kranthi, Dr. A. Srisaila
In business open cloud the circulated figuring allows data model advantage re-appropriating. At the endeavor, the proposed work portray & handle situated catchphrase issue for looking for over cloud data. Situated look uncommonly redesigns structure convenience by engaging question yield congruity situating rather than sending undifferentiated outcomes and further ensures the record recuperation precision. This research gives the genuine outcome which is congruity score, which come from recuperation information with aims on situating & sections couple in an information recuperation system to develop an open record.
{"title":"Redistributed Cloud Data with Ranked Keyword Search","authors":"K. Pranathi, S. Kranthi, Dr. A. Srisaila","doi":"10.1109/ICISC44355.2019.9036433","DOIUrl":"https://doi.org/10.1109/ICISC44355.2019.9036433","url":null,"abstract":"In business open cloud the circulated figuring allows data model advantage re-appropriating. At the endeavor, the proposed work portray & handle situated catchphrase issue for looking for over cloud data. Situated look uncommonly redesigns structure convenience by engaging question yield congruity situating rather than sending undifferentiated outcomes and further ensures the record recuperation precision. This research gives the genuine outcome which is congruity score, which come from recuperation information with aims on situating & sections couple in an information recuperation system to develop an open record.","PeriodicalId":419157,"journal":{"name":"2019 Third International Conference on Inventive Systems and Control (ICISC)","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"121699101","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}
Pub Date : 2019-01-01DOI: 10.1109/ICISC44355.2019.9036422
Dileep Dharmappa, F. B. Singh, B. N. Ramakrishna
Atomic clocks are fundamental elements of a Satellite Navigation system due to its high accuracy and stability. Different clock technologies are used in satellites and in satellite navigation ground stations. The improvised clock technologies help in acquiring the position and timing with greater accuracy. To ensure the timing capabilities and position accuracy, the analysis of atomic clock performances is essential. The fundamental SI unit of time namely one Second or Second is derived from the caesium clock and hence caesium clocks serve as the primary frequency standards. caesium clocks are used in Satellite Navigation systems to obtain the accuracy and long term stability. In this work results of long term monitoring of caesium clock parameters during a clock failure conditions are presented and a new method is proposed for monitoring caesium frequency standard. The clock jumps may not be detected only by observing health parameters, hence in this paper a method is proposed for clock jump detection. The proposed method helps to detect the jumps in the clock and also helps in preventive maintenance of caesium clocks including the future failure predictions and hence helps to avoid sudden operations failure in a mission critical operational network.
{"title":"Caesium Atomic Clock Behaviour Analysis Method (CSBAM) for GNSS systems","authors":"Dileep Dharmappa, F. B. Singh, B. N. Ramakrishna","doi":"10.1109/ICISC44355.2019.9036422","DOIUrl":"https://doi.org/10.1109/ICISC44355.2019.9036422","url":null,"abstract":"Atomic clocks are fundamental elements of a Satellite Navigation system due to its high accuracy and stability. Different clock technologies are used in satellites and in satellite navigation ground stations. The improvised clock technologies help in acquiring the position and timing with greater accuracy. To ensure the timing capabilities and position accuracy, the analysis of atomic clock performances is essential. The fundamental SI unit of time namely one Second or Second is derived from the caesium clock and hence caesium clocks serve as the primary frequency standards. caesium clocks are used in Satellite Navigation systems to obtain the accuracy and long term stability. In this work results of long term monitoring of caesium clock parameters during a clock failure conditions are presented and a new method is proposed for monitoring caesium frequency standard. The clock jumps may not be detected only by observing health parameters, hence in this paper a method is proposed for clock jump detection. The proposed method helps to detect the jumps in the clock and also helps in preventive maintenance of caesium clocks including the future failure predictions and hence helps to avoid sudden operations failure in a mission critical operational network.","PeriodicalId":419157,"journal":{"name":"2019 Third International Conference on Inventive Systems and Control (ICISC)","volume":"18 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122183564","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}
Pub Date : 2019-01-01DOI: 10.1109/ICISC44355.2019.9036329
S. G, Tripty Singh
In this paper, the tetrahedral 3D mesh using MRI/CT images i.e., Medical Images is generated. The 3D mesh is generated for segmented medical images. Tetrahedral component is a necessary part for mesh generation with the parameters of boundary points and sampling points for the anatomic model. It will also extract the internal and external surface of that structure for tetrahedral homogenously. It can also be used for multi-modal complex structure. Thus, classify and label the particular type of tissue for which the mesh is to be generated.
{"title":"Tetrahedral 3D Mesh Generation for Medical Images","authors":"S. G, Tripty Singh","doi":"10.1109/ICISC44355.2019.9036329","DOIUrl":"https://doi.org/10.1109/ICISC44355.2019.9036329","url":null,"abstract":"In this paper, the tetrahedral 3D mesh using MRI/CT images i.e., Medical Images is generated. The 3D mesh is generated for segmented medical images. Tetrahedral component is a necessary part for mesh generation with the parameters of boundary points and sampling points for the anatomic model. It will also extract the internal and external surface of that structure for tetrahedral homogenously. It can also be used for multi-modal complex structure. Thus, classify and label the particular type of tissue for which the mesh is to be generated.","PeriodicalId":419157,"journal":{"name":"2019 Third International Conference on Inventive Systems and Control (ICISC)","volume":"33 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132977248","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}
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