Pub Date : 2020-07-01DOI: 10.1109/ICCSP48568.2020.9182119
I. Harun Surej, S. Karthic, G. Vigneshwara, T. Jeyashri, R. Thiruvengadathan, R. Gandhiraj, K. Pradeep Kumar, B. N. Binoy, G. S. Shanmugha Sundaram, D. S. Harish Ram
Signal propagating through free space in wireless communication is subject to additive noise by line-of-sight and non-line-of-sight objects in the propagation medium. This leads to a lot of interference and scattering due to multipath effects. This research work aims to identify such contributors in the propagation channel and characterize them based on their signal scattering property. A data-driven modelling approach is used in place of the traditional math-based modelling. K-means clustering along with other data interpretation methods were used to identify the scatterers. The scatterers are either characterized as absorbing or reflecting type based on the way the signal is affected. Five independent datasets using the C-band frequency were collected under laboratory conditions and used for the study. The ideal dataset from the manufacturer was used as the benchmark. The results identified the scatterers from the experimental dataset and enabled the estimation of their dimensions and material composition in laboratory conditions.
{"title":"Evidence of Scatter in C-band Spatio-temporal Signals using Machine Learning Models","authors":"I. Harun Surej, S. Karthic, G. Vigneshwara, T. Jeyashri, R. Thiruvengadathan, R. Gandhiraj, K. Pradeep Kumar, B. N. Binoy, G. S. Shanmugha Sundaram, D. S. Harish Ram","doi":"10.1109/ICCSP48568.2020.9182119","DOIUrl":"https://doi.org/10.1109/ICCSP48568.2020.9182119","url":null,"abstract":"Signal propagating through free space in wireless communication is subject to additive noise by line-of-sight and non-line-of-sight objects in the propagation medium. This leads to a lot of interference and scattering due to multipath effects. This research work aims to identify such contributors in the propagation channel and characterize them based on their signal scattering property. A data-driven modelling approach is used in place of the traditional math-based modelling. K-means clustering along with other data interpretation methods were used to identify the scatterers. The scatterers are either characterized as absorbing or reflecting type based on the way the signal is affected. Five independent datasets using the C-band frequency were collected under laboratory conditions and used for the study. The ideal dataset from the manufacturer was used as the benchmark. The results identified the scatterers from the experimental dataset and enabled the estimation of their dimensions and material composition in laboratory conditions.","PeriodicalId":321133,"journal":{"name":"2020 International Conference on Communication and Signal Processing (ICCSP)","volume":"17 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131647159","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 : 2020-07-01DOI: 10.1109/ICCSP48568.2020.9182139
Aishwarya Karra, Bhuvana Kondi, Ramesh Jayaraman
This paper mainly focuses on establishing a wireless communication to transmit and receive the temperature and humidity monitoring data in wireless mode by interfacing arduino and RF module nRF24L01. In recent advancements the wireless communication plays a vital role to make the system faster and easier. In real time application, analog data measurement with human effort may causes error and difficult to store the precious values of parameters. To overcome this problem there is a demand for smart system with automation to monitor all the environment factors. Besides, the smart system should be accurate, reliability and cost effective. In this proposed monitoring system the temperature and humidity data are transferred through wireless data communication using RF module nRF24L01, DHT11 sensor and arduino Uno. Finally the actual temperature and humidity is going to be displayed on the 16*2 LCD with the arduino Uno, nRF24L01 module are interfaced. By this method the wireless communication can be implemented with less price and low consumption of the power. This paper provides the details of implementation and experimentation results of an environmental monitoring system.
{"title":"Implementation of Wireless Communication to Transfer Temperature and Humidity Monitoring Data using Arduino Uno","authors":"Aishwarya Karra, Bhuvana Kondi, Ramesh Jayaraman","doi":"10.1109/ICCSP48568.2020.9182139","DOIUrl":"https://doi.org/10.1109/ICCSP48568.2020.9182139","url":null,"abstract":"This paper mainly focuses on establishing a wireless communication to transmit and receive the temperature and humidity monitoring data in wireless mode by interfacing arduino and RF module nRF24L01. In recent advancements the wireless communication plays a vital role to make the system faster and easier. In real time application, analog data measurement with human effort may causes error and difficult to store the precious values of parameters. To overcome this problem there is a demand for smart system with automation to monitor all the environment factors. Besides, the smart system should be accurate, reliability and cost effective. In this proposed monitoring system the temperature and humidity data are transferred through wireless data communication using RF module nRF24L01, DHT11 sensor and arduino Uno. Finally the actual temperature and humidity is going to be displayed on the 16*2 LCD with the arduino Uno, nRF24L01 module are interfaced. By this method the wireless communication can be implemented with less price and low consumption of the power. This paper provides the details of implementation and experimentation results of an environmental monitoring system.","PeriodicalId":321133,"journal":{"name":"2020 International Conference on Communication and Signal Processing (ICCSP)","volume":"22 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131655877","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 : 2020-07-01DOI: 10.1109/ICCSP48568.2020.9182228
S. Surya Natarajan, R. Ateesh Varun, G. Shivasubramanian, D. Thamayandran, M. Dharani, R. Gandhiraj, G. S. Shanmugha Sundaram, A. K. Pradeep Kumar, N. Binoy, R. Thiruvengadathan, D. S. Harish Ram
Interference is a main disruptive phenomenon which degrades the performance of communication systems and in general the quality of signal acquisition. Real-time communication through a channel is never free from signal disrupting phenomena like interference, distortion and noise. Hence it is essential to study their effects and methods of identifying them. Conventional methods to identify, estimate and mitigate interference are model driven. A data driven approach is far more efficient and adaptable than model driven methods. In this paper, we exemplify the use of a data driven approach to identify signatures of interference based on analysis of the acquired RF data.
{"title":"Detection of Interference in C-Band Signals using K-Means Clustering","authors":"S. Surya Natarajan, R. Ateesh Varun, G. Shivasubramanian, D. Thamayandran, M. Dharani, R. Gandhiraj, G. S. Shanmugha Sundaram, A. K. Pradeep Kumar, N. Binoy, R. Thiruvengadathan, D. S. Harish Ram","doi":"10.1109/ICCSP48568.2020.9182228","DOIUrl":"https://doi.org/10.1109/ICCSP48568.2020.9182228","url":null,"abstract":"Interference is a main disruptive phenomenon which degrades the performance of communication systems and in general the quality of signal acquisition. Real-time communication through a channel is never free from signal disrupting phenomena like interference, distortion and noise. Hence it is essential to study their effects and methods of identifying them. Conventional methods to identify, estimate and mitigate interference are model driven. A data driven approach is far more efficient and adaptable than model driven methods. In this paper, we exemplify the use of a data driven approach to identify signatures of interference based on analysis of the acquired RF data.","PeriodicalId":321133,"journal":{"name":"2020 International Conference on Communication and Signal Processing (ICCSP)","volume":"249 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131825077","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 : 2020-07-01DOI: 10.1109/ICCSP48568.2020.9182347
S. Das, Kousik Roy, Tanmay Pandey, Aniket Kumar, A. Dutta, S. Debnath
Path planning is one of the basic problems of Autonomous Mobile Robot. The mobile robot supposed to be able to work in an unfamiliar situation using an automatic plan determined by locally sensed information. In the case of real-time environments speed calculation and rescheduling of path is essential to bypass the moving obstacle and make collision free path of robot. Robot movement planning in dynamic condition requires the actions to be selected under real-time control. To avoid run-time obstacles a new approach is presented in this paper based on Bug Algorithm. This proposed ModifiedCriticalPointBug(MCPB) algorithm, is a new Bug algorithm for path planning of mobile robots. This algorithm is carried out by the robot after regular interval, thus permitting the robot to correct its path if a new obstacle comes into the path or the old one move in a new route. As a result, the robot not only bypasses collision but also makes almost optimal path by making a sequence of run time modification in its path.
{"title":"Modified Critical Point – A Bug Algorithm for Path Planning and Obstacle Avoiding of Mobile Robot","authors":"S. Das, Kousik Roy, Tanmay Pandey, Aniket Kumar, A. Dutta, S. Debnath","doi":"10.1109/ICCSP48568.2020.9182347","DOIUrl":"https://doi.org/10.1109/ICCSP48568.2020.9182347","url":null,"abstract":"Path planning is one of the basic problems of Autonomous Mobile Robot. The mobile robot supposed to be able to work in an unfamiliar situation using an automatic plan determined by locally sensed information. In the case of real-time environments speed calculation and rescheduling of path is essential to bypass the moving obstacle and make collision free path of robot. Robot movement planning in dynamic condition requires the actions to be selected under real-time control. To avoid run-time obstacles a new approach is presented in this paper based on Bug Algorithm. This proposed ModifiedCriticalPointBug(MCPB) algorithm, is a new Bug algorithm for path planning of mobile robots. This algorithm is carried out by the robot after regular interval, thus permitting the robot to correct its path if a new obstacle comes into the path or the old one move in a new route. As a result, the robot not only bypasses collision but also makes almost optimal path by making a sequence of run time modification in its path.","PeriodicalId":321133,"journal":{"name":"2020 International Conference on Communication and Signal Processing (ICCSP)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131041936","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 : 2020-07-01DOI: 10.1109/ICCSP48568.2020.9182151
Theresal Thangappan, E. Manimaran, Arunachalam Arasu, R. Arulprakash, J. Harish Ganapathi
Passive Optical Network (PON) is considered as the most important among access networks which is being evolved drastically in recent years. In this, Gigabit Passive Optical Network (GPON) is the most popular among the other types of PONs because of some betterments like higher Upstream (US) and Downstream (DS) bit rate also Quality of Service (QoS). The latest version of GPON is 10GPON also called as XGPON. Still the utilization of entire bandwidth is bit challenging. For that, GPON needs a Dynamic Bandwidth Allocation (DBA) mechanism at Optical Line Terminal (OLT). This paper presents an analysis of DBA algorithms in GPON and each algorithm is compared with others based on various aspects. The main contribution of this paper is to know the merits and demerits of each DBA algorithm in GPON and XGPON.
{"title":"Review of Dynamic Bandwidth Allocation in GPON","authors":"Theresal Thangappan, E. Manimaran, Arunachalam Arasu, R. Arulprakash, J. Harish Ganapathi","doi":"10.1109/ICCSP48568.2020.9182151","DOIUrl":"https://doi.org/10.1109/ICCSP48568.2020.9182151","url":null,"abstract":"Passive Optical Network (PON) is considered as the most important among access networks which is being evolved drastically in recent years. In this, Gigabit Passive Optical Network (GPON) is the most popular among the other types of PONs because of some betterments like higher Upstream (US) and Downstream (DS) bit rate also Quality of Service (QoS). The latest version of GPON is 10GPON also called as XGPON. Still the utilization of entire bandwidth is bit challenging. For that, GPON needs a Dynamic Bandwidth Allocation (DBA) mechanism at Optical Line Terminal (OLT). This paper presents an analysis of DBA algorithms in GPON and each algorithm is compared with others based on various aspects. The main contribution of this paper is to know the merits and demerits of each DBA algorithm in GPON and XGPON.","PeriodicalId":321133,"journal":{"name":"2020 International Conference on Communication and Signal Processing (ICCSP)","volume":"1 5","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133650870","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}
In the recent years a census indicates that around 700 million persons suffer from some kind of disability or handicap. There is an increase in the elderly population around the globe. This increase their need of support structures for enabling comfort and independent life. The phenomenon increases attention to the scientific community. A wheelchair cum Stretcher the pre-existing technique in this domain includes either wheel cum stretcher that are joined by linkages or mechanical systems. The disadvantage of this technique mainly involves high mechanical strength needed for modifying or conversion. So therefore a solution by incorporates wheelchair cum stretcher. Therefore the goal of the survey is to criticize the researchers and compare between the various types of mechanisms involved in the designing of wheelchair cum stretcher in the previous decade. Thus by this way we would like to compare between various approaches their pros and cons, thus helping the upcoming researchers to design a device as per the necessities overcoming the problems or constraints faced in the existing design.
{"title":"A Literature Review: A Novel Human Vital Sign based Wheel Chair Cum Stretcher for Disabled Person","authors":"Kalimuthukumar Sakthivel, Pradeeba Thavamani, Rameshwar Chandrasekar, Mohamed sheik mydeen Ismail, V. Govindaraj, Sakthivel Sankaran","doi":"10.1109/ICCSP48568.2020.9182260","DOIUrl":"https://doi.org/10.1109/ICCSP48568.2020.9182260","url":null,"abstract":"In the recent years a census indicates that around 700 million persons suffer from some kind of disability or handicap. There is an increase in the elderly population around the globe. This increase their need of support structures for enabling comfort and independent life. The phenomenon increases attention to the scientific community. A wheelchair cum Stretcher the pre-existing technique in this domain includes either wheel cum stretcher that are joined by linkages or mechanical systems. The disadvantage of this technique mainly involves high mechanical strength needed for modifying or conversion. So therefore a solution by incorporates wheelchair cum stretcher. Therefore the goal of the survey is to criticize the researchers and compare between the various types of mechanisms involved in the designing of wheelchair cum stretcher in the previous decade. Thus by this way we would like to compare between various approaches their pros and cons, thus helping the upcoming researchers to design a device as per the necessities overcoming the problems or constraints faced in the existing design.","PeriodicalId":321133,"journal":{"name":"2020 International Conference on Communication and Signal Processing (ICCSP)","volume":"28 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"132710342","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 : 2020-07-01DOI: 10.1109/ICCSP48568.2020.9182191
S. Chatterjee, Soham Das, Divisha, Bhaskar Goswami, Pallab Nag, C. Pradhan
This paper includes facilities for the Indian Railway Reservation System, such as dynamic seat allocation and real time charting. Real Time Charting provides additional benefits to both the passenger and the TTE. Using the proposed system, TTE can allocate seat dynamically if the seat is vacant while in transit and at the same time a passenger can also book a ticket until and unless the train has left the boarding station. The entire transaction will be stored in the central system which regulates and automates the proposed model. It also provides seat booking layout so that passengers can book seat of their choice on the relative place in the coach. The entire process is network efficient, thus our proposed system has bare minimum requirement for internet connectivity.
{"title":"REVITS: Railway E-Verification Information and Ticketing System","authors":"S. Chatterjee, Soham Das, Divisha, Bhaskar Goswami, Pallab Nag, C. Pradhan","doi":"10.1109/ICCSP48568.2020.9182191","DOIUrl":"https://doi.org/10.1109/ICCSP48568.2020.9182191","url":null,"abstract":"This paper includes facilities for the Indian Railway Reservation System, such as dynamic seat allocation and real time charting. Real Time Charting provides additional benefits to both the passenger and the TTE. Using the proposed system, TTE can allocate seat dynamically if the seat is vacant while in transit and at the same time a passenger can also book a ticket until and unless the train has left the boarding station. The entire transaction will be stored in the central system which regulates and automates the proposed model. It also provides seat booking layout so that passengers can book seat of their choice on the relative place in the coach. The entire process is network efficient, thus our proposed system has bare minimum requirement for internet connectivity.","PeriodicalId":321133,"journal":{"name":"2020 International Conference on Communication and Signal Processing (ICCSP)","volume":"92 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127057717","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 : 2020-07-01DOI: 10.1109/ICCSP48568.2020.9182058
Vishnu B. Raj, K. Hareesh
Lately, supervised learning is hugely adopted in computer vision. But unsupervised learning has earned less consideration. A branch of CNNs classified as generative adversarial networks (GANs) is made acquainted, it has some architectural restraints, and exhibit that they are a tough contender for unsupervised learning. Training on different datasets of images, it displays conclusive proof that the adversarial pair learns a hierarchy of portrayal from parts to scenes in both the discriminator and generator. Also, the learned features can be used for variety of innovative tasks, indicating their appropriateness as general image representation.
{"title":"Review on Generative Adversarial Networks","authors":"Vishnu B. Raj, K. Hareesh","doi":"10.1109/ICCSP48568.2020.9182058","DOIUrl":"https://doi.org/10.1109/ICCSP48568.2020.9182058","url":null,"abstract":"Lately, supervised learning is hugely adopted in computer vision. But unsupervised learning has earned less consideration. A branch of CNNs classified as generative adversarial networks (GANs) is made acquainted, it has some architectural restraints, and exhibit that they are a tough contender for unsupervised learning. Training on different datasets of images, it displays conclusive proof that the adversarial pair learns a hierarchy of portrayal from parts to scenes in both the discriminator and generator. Also, the learned features can be used for variety of innovative tasks, indicating their appropriateness as general image representation.","PeriodicalId":321133,"journal":{"name":"2020 International Conference on Communication and Signal Processing (ICCSP)","volume":"54 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114792369","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 : 2020-07-01DOI: 10.1109/ICCSP48568.2020.9182281
Anagha, R. Ram
One of the main hazards found in the face recognition techniques lies in the difficulties of manipulating varying poses. The facial image variations caused due to the rotations are often more notable than the inter-person variations, used in differentiating identities. Pose-invariant face recognition (PIFR) has high potentials in several applications that deal with the uncooperative subjects, in which the full potential of facial recognition being a quiet biometric technique that can be implemented and utilized. Extensive attempts have been set into the research towards PIFR over recent years, and many eminent strategies have been introduced. However, there are some issues in face recognition across pose that remain unsolved, such as lack of knowledge about the subspaces of pose variant images. This paper comes up with a crucial survey of researches on image-based face recognition across varying poses. The current techniques are holistically reviewed and presented.
{"title":"Pose Tolerant Face Recognition: A Review","authors":"Anagha, R. Ram","doi":"10.1109/ICCSP48568.2020.9182281","DOIUrl":"https://doi.org/10.1109/ICCSP48568.2020.9182281","url":null,"abstract":"One of the main hazards found in the face recognition techniques lies in the difficulties of manipulating varying poses. The facial image variations caused due to the rotations are often more notable than the inter-person variations, used in differentiating identities. Pose-invariant face recognition (PIFR) has high potentials in several applications that deal with the uncooperative subjects, in which the full potential of facial recognition being a quiet biometric technique that can be implemented and utilized. Extensive attempts have been set into the research towards PIFR over recent years, and many eminent strategies have been introduced. However, there are some issues in face recognition across pose that remain unsolved, such as lack of knowledge about the subspaces of pose variant images. This paper comes up with a crucial survey of researches on image-based face recognition across varying poses. The current techniques are holistically reviewed and presented.","PeriodicalId":321133,"journal":{"name":"2020 International Conference on Communication and Signal Processing (ICCSP)","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"114966241","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 : 2020-07-01DOI: 10.1109/ICCSP48568.2020.9182371
V. Rani, S. Lalithakumari
Multimodal medical image fusion helps to acquire more information about both the functional and structural informations. More over storage problems can also be addressed properly when the fusion process is adopted. A hybrid image fusion is being sought for an optimum algorithm for a better quality image. This proposed work describes about the multimodal image fusion framework based on empirical mode decomposition of images and fusion by discrete wavelet transform method. The obtained fused image by the proposed method consists of all the functional information and also the spatial characteristics of original image. No distortion is also present in the fused image. In this proposed work Magnetic Resonance Imaging (MRI), and Computerized Tomography (CT) images of brain are used for fusion. The fusion results obtained by this method are observed and quantitatively analyzed. The hybrid fusion response of this approach depicts the dominance of the acquired results.
{"title":"A Hybrid Fusion Model for Brain Tumor Images of MRI and CT","authors":"V. Rani, S. Lalithakumari","doi":"10.1109/ICCSP48568.2020.9182371","DOIUrl":"https://doi.org/10.1109/ICCSP48568.2020.9182371","url":null,"abstract":"Multimodal medical image fusion helps to acquire more information about both the functional and structural informations. More over storage problems can also be addressed properly when the fusion process is adopted. A hybrid image fusion is being sought for an optimum algorithm for a better quality image. This proposed work describes about the multimodal image fusion framework based on empirical mode decomposition of images and fusion by discrete wavelet transform method. The obtained fused image by the proposed method consists of all the functional information and also the spatial characteristics of original image. No distortion is also present in the fused image. In this proposed work Magnetic Resonance Imaging (MRI), and Computerized Tomography (CT) images of brain are used for fusion. The fusion results obtained by this method are observed and quantitatively analyzed. The hybrid fusion response of this approach depicts the dominance of the acquired results.","PeriodicalId":321133,"journal":{"name":"2020 International Conference on Communication and Signal Processing (ICCSP)","volume":"32 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123587168","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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