Brain plays a major role in the functioning of muscle for body movement so that human can do all ... more Brain plays a major role in the functioning of muscle for body movement so that human can do all types of physical activities. To connect the brain with the muscles, nervous system is the only intermediator. When a human think of picking up the glass of water, the brain sends signals (electric signals/EMG signals) to muscles via nervous system and rest of the action takes place. The above-mentioned functioning of the brain takes place only when it has the support of nervous system, failure of this system leads to a condition called paralysis. Paralysis can be the outcome from either disease involving changes in the foundation of muscular or nervous tissue or diseases that are occurred due to disturbance in metabolic activities that interfere with the function of nerves or muscles. Around 300–340 cases are addressed by the hospitals in all over the country per year. This paper represents an approach to functional electrical stimulation of arm using supervised learning with the help o...
2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), 2020
Heart disease is one of the most common reasons of increased mortality rate in the world. The ter... more Heart disease is one of the most common reasons of increased mortality rate in the world. The term heart disease refers to disease of heart & blood vessel system within it. Heart disease prediction at a premature phase is a critical challenge in the area of clinical data analysis. Nowadays appropriate decision support systems are being used by many hospitals that results in minimizing the cost of clinical tests ultimately. The objective of this paper is to explore and analyze the different techniques and methodologies for classifying the heart diseases which gives better results in terms of evaluation parameters viz. accuracy and performance.
The growth in the motion capture data has increased the importance of motion retrieval Systems. T... more The growth in the motion capture data has increased the importance of motion retrieval Systems. The idea of motion capturing originated two decades ago, motion capture systems had been developed that allow to track and record human motions at high spatial and temporal resolutions. The resulting motion capture data is used to analyze human motions in fields such as sports sciences and biometrics (person identification), and to synthesize realistic motion sequences in data driven computer animation. There are various techniques for the creation of new, realistic motions from pre-recorded motion clips that have become an active field of research. Such techniques depend on motion capture databases covering a broad spectrum of motions in various characteristics. The 2D sketch figures can express a wide range of human motion, and they can be easily drawn by people without any professional training. The paper is implemented as the user will draw the motion strokes over a sketch like walk, ...
2015 International Conference on Green Computing and Internet of Things (ICGCIoT), 2015
Advertisements are used to attract users and for providing discounts. Many of them use text messa... more Advertisements are used to attract users and for providing discounts. Many of them use text messages, posters for this purpose. Advertisement on mobile devices is need for the current scenario. In this paper, vendors are not only allowed to edit advertisement but to publish the advertisement to users according to the interest of customer. This is an effective technique as digital advertisement in large commercial malls can be done with low cost. For reaching broad range of target Wi-Fi is used as vendors publish advertisement on customer's mobile phones according to their interest. For finding location of vendors and getting more information regarding deals without any extra efforts QR codes are used which becomes easier for vendors to attract customers by digital advertisement. It also becomes the time saving activity for customers by getting all the deals and locations of vendors without any extra cost by scanning QR codes on their mobile phones. For publishing advertisement to the customers this system is useful for vendors which incurs low cost. And for customers the use of android application was efficient for them to shop with ease and find location of vendors by tracking them. After vising and interviewing vendors and customers they have positive response for adopting the mobile advertisement application and the advertisement display time is also low as devices connected to the access point which has very low cost as compared to the current advertisement system.
2015 International Conference on Computing Communication Control and Automation, 2015
In recent years, mainly advertisements and vouchers are used for providing discounts, text messag... more In recent years, mainly advertisements and vouchers are used for providing discounts, text messages and posters were mainly used till date but to advertise on a mobile device is need of the current scenario. Vendors must be allowed to publish and edit an advertisement to users according to the interest of the customer. This technique has low cost for digital advertisement and has a pervasive system for advertising in large commercial malls. In order to publish advertisements on customer mobile phones and find the desired location of the vendors, QR codes are used. Location and deals can be obtained on the customer's mobile phone by scanning the QR code on the mobile phone. In this paper, survey on various location based system and different techniques for publishing advertisement is done.
In this paper, we present the efficient content based image retrieval systems which employ the co... more In this paper, we present the efficient content based image retrieval systems which employ the color, texture and shape information of images to facilitate the retrieval process. For efficient feature extraction, we extract the color, texture and shape feature of images automatically using edge detection which is widely used in signal processing and image compression. For facilitated the speedy retrieval we are implements the antipole-tree algorithm for indexing the images.
In this paper we review studies of the growth of the Internet and technologies that are useful fo... more In this paper we review studies of the growth of the Internet and technologies that are useful for information search and retrieval on the Web. Search engines are retrieve the efficient information. We collected data on the Internet from several different sources, e.g., current as well as projected number of users, hosts, and Web sites. The trends cited by the sources are consistent and point to exponential growth in the past and in the coming decade. Hence it is not surprising that about 85% of Internet users surveyed claim using search engines and search services to find specific information and users are not satisfied with the performance of the current generation of search engines; the slow retrieval speed, communication delays, and poor quality of retrieved results. Web agents, programs acting autonomously on some task, are already present in the form of spiders, crawler, and robots. Agents offer substantial benefits and hazards, and because of this, their development must invo...
In the performance evaluation of a protocol for an ad hoc network, the protocol should be tested ... more In the performance evaluation of a protocol for an ad hoc network, the protocol should be tested under realistic conditions including, but not limited to, a sensible transmission range, limited buffer space for the storage of messages, representative data traffic models, and realistic movements of the mobile users and several mobility models that represent mobile nodes whose movements are dependent on each other (i.e., group mobility models ).The goal of this paper is to simulate the movements of mobile nodes within a network and present a number of mobility models in order to demonstrate its effect on Location management scheme for mobile ad hoc network or personal communication services networks. Specifically, to illustrate how the performance results of an ad hoc network protocol drastically change as a result of changing the mobility model simulated. Location management is a fundamental problem in personal communication services network. The current standard of location manageme...
International Journal of Artificial Intelligence and Knowledge Discovery, 2016
Despite the fact that Marathi language is most common languages worldwide, there has been only a... more Despite the fact that Marathi language is most common languages worldwide, there has been only a little research on Marathi speech recognition as compared to other languages such as English and Chinese. The speech recognition algorithms are very useful for designing efficient and accurate speech recognition systems. In this paper, we have proposed the automatic speech recognition systems by using MFCC features compare by DTW template matching algorithm. Our proposed systems divided into three phases, in first phase, the input signal is preprocessed and reduce the noise. In second phase the features are extracted from the speech signal using MFCC algorithm. For improving the recognition accuracy, we have added the delta coefficient. And last, the features of each word in test database are compared to the training database using dynamic time warping (DTW) algorithm. The proposed systems achieve the recognition rate of about 96.5%, which is outperforming than other approaches.
As large amount of visual Information is available on web in form of images, graphics, animations... more As large amount of visual Information is available on web in form of images, graphics, animations and videos, so it is important in internet era to have an effective video search system. As there are number of video search engine (blinkx, Videosurf, Google, YouTube, etc.) which search for relevant videos based on user keyword or term, But very less commercial video search engine are available which search videos based on visual image/clip/video. In this paper we are recommending a system that will search for relevant video using color feature of video in response of user Query.
In recent past, the cost for storing multimedia data and the digital multimedia storage grows is ... more In recent past, the cost for storing multimedia data and the digital multimedia storage grows is cheaper. So there is abundant number of videos available in the video repositories. Video sharing on the web is growing with a tremendous speed which creates perhaps the most heterogeneous and the largest publicly available video archive. There are vast amount of video archives including broadcast news, documentary videos, meeting videos, movies etc. Therefore video retrieval i.e, searching and retrieving videos relevant to a user defined query is one of the most popular topics in both multimedia research and real life applications. Text data present in the multimedia contains useful information for retrieving and indexing purpose. In current video search, the search results are influenced by the metadata information such as title, captions associated with them. Extracted text can be used to recognize the overlay, scene text, which is used for video retrieval. The main focus of work is 1...
Text Information present in images and video which is useful for automatic annotation, indexing, ... more Text Information present in images and video which is useful for automatic annotation, indexing, and structuring of images. Regions of text are identified within the frames of the videos. Traditionally, Optical Character Recognition (OCRs) are used to extract the text within frame or videos, but OCRs has many constraints in term of language, font, size, orientation, style, alignment, etc. In this paper, we have proposed the approach that enables search based on text information presented in videos. The process is divided into two steps. Firstly, we build the metadata labels by detecting and extracting the text/overlay from videos. Secondly, these metadata labels are used for searching the videos from database. The Search is based on image-matching i.e the overlays that are extracted from images or videos are stored in database and matched for similarity according to query.
The Industrial Internet of Things (IIoT) is the framework in which a large number of devices are ... more The Industrial Internet of Things (IIoT) is the framework in which a large number of devices are connected and synchronized for handling different processes and machinery in industry, to remove the risk of human error and improve safety. Many IoT-based worker’s safety systems contain a network of different sensors and assessable mobile information center. Such as, workers wear sensors that monitor the heart rate, activity, toxic gases, and other factors that are affecting worker’s safety. The initial investment for such automation is very high and it is not affordable for small industries therefore, mostly high-level manufacturing industries install automation in the workplace. The purpose of this paper is to design a safety management architecture for workers in the small-scale candy manufacturing industry using IoT and Q-learning mechanism. Also, to provide the benefits of automation at a low-cost. The system consists of gas, temperature, humidity, and flame sensor. ADC is used to...
Brain plays a major role in the functioning of muscle for body movement so that human can do all ... more Brain plays a major role in the functioning of muscle for body movement so that human can do all types of physical activities. To connect the brain with the muscles, nervous system is the only intermediator. When a human think of picking up the glass of water, the brain sends signals (electric signals/EMG signals) to muscles via nervous system and rest of the action takes place. The above-mentioned functioning of the brain takes place only when it has the support of nervous system, failure of this system leads to a condition called paralysis. Paralysis can be the outcome from either disease involving changes in the foundation of muscular or nervous tissue or diseases that are occurred due to disturbance in metabolic activities that interfere with the function of nerves or muscles. Around 300–340 cases are addressed by the hospitals in all over the country per year. This paper represents an approach to functional electrical stimulation of arm using supervised learning with the help o...
2020 11th International Conference on Computing, Communication and Networking Technologies (ICCCNT), 2020
Heart disease is one of the most common reasons of increased mortality rate in the world. The ter... more Heart disease is one of the most common reasons of increased mortality rate in the world. The term heart disease refers to disease of heart & blood vessel system within it. Heart disease prediction at a premature phase is a critical challenge in the area of clinical data analysis. Nowadays appropriate decision support systems are being used by many hospitals that results in minimizing the cost of clinical tests ultimately. The objective of this paper is to explore and analyze the different techniques and methodologies for classifying the heart diseases which gives better results in terms of evaluation parameters viz. accuracy and performance.
The growth in the motion capture data has increased the importance of motion retrieval Systems. T... more The growth in the motion capture data has increased the importance of motion retrieval Systems. The idea of motion capturing originated two decades ago, motion capture systems had been developed that allow to track and record human motions at high spatial and temporal resolutions. The resulting motion capture data is used to analyze human motions in fields such as sports sciences and biometrics (person identification), and to synthesize realistic motion sequences in data driven computer animation. There are various techniques for the creation of new, realistic motions from pre-recorded motion clips that have become an active field of research. Such techniques depend on motion capture databases covering a broad spectrum of motions in various characteristics. The 2D sketch figures can express a wide range of human motion, and they can be easily drawn by people without any professional training. The paper is implemented as the user will draw the motion strokes over a sketch like walk, ...
2015 International Conference on Green Computing and Internet of Things (ICGCIoT), 2015
Advertisements are used to attract users and for providing discounts. Many of them use text messa... more Advertisements are used to attract users and for providing discounts. Many of them use text messages, posters for this purpose. Advertisement on mobile devices is need for the current scenario. In this paper, vendors are not only allowed to edit advertisement but to publish the advertisement to users according to the interest of customer. This is an effective technique as digital advertisement in large commercial malls can be done with low cost. For reaching broad range of target Wi-Fi is used as vendors publish advertisement on customer's mobile phones according to their interest. For finding location of vendors and getting more information regarding deals without any extra efforts QR codes are used which becomes easier for vendors to attract customers by digital advertisement. It also becomes the time saving activity for customers by getting all the deals and locations of vendors without any extra cost by scanning QR codes on their mobile phones. For publishing advertisement to the customers this system is useful for vendors which incurs low cost. And for customers the use of android application was efficient for them to shop with ease and find location of vendors by tracking them. After vising and interviewing vendors and customers they have positive response for adopting the mobile advertisement application and the advertisement display time is also low as devices connected to the access point which has very low cost as compared to the current advertisement system.
2015 International Conference on Computing Communication Control and Automation, 2015
In recent years, mainly advertisements and vouchers are used for providing discounts, text messag... more In recent years, mainly advertisements and vouchers are used for providing discounts, text messages and posters were mainly used till date but to advertise on a mobile device is need of the current scenario. Vendors must be allowed to publish and edit an advertisement to users according to the interest of the customer. This technique has low cost for digital advertisement and has a pervasive system for advertising in large commercial malls. In order to publish advertisements on customer mobile phones and find the desired location of the vendors, QR codes are used. Location and deals can be obtained on the customer's mobile phone by scanning the QR code on the mobile phone. In this paper, survey on various location based system and different techniques for publishing advertisement is done.
In this paper, we present the efficient content based image retrieval systems which employ the co... more In this paper, we present the efficient content based image retrieval systems which employ the color, texture and shape information of images to facilitate the retrieval process. For efficient feature extraction, we extract the color, texture and shape feature of images automatically using edge detection which is widely used in signal processing and image compression. For facilitated the speedy retrieval we are implements the antipole-tree algorithm for indexing the images.
In this paper we review studies of the growth of the Internet and technologies that are useful fo... more In this paper we review studies of the growth of the Internet and technologies that are useful for information search and retrieval on the Web. Search engines are retrieve the efficient information. We collected data on the Internet from several different sources, e.g., current as well as projected number of users, hosts, and Web sites. The trends cited by the sources are consistent and point to exponential growth in the past and in the coming decade. Hence it is not surprising that about 85% of Internet users surveyed claim using search engines and search services to find specific information and users are not satisfied with the performance of the current generation of search engines; the slow retrieval speed, communication delays, and poor quality of retrieved results. Web agents, programs acting autonomously on some task, are already present in the form of spiders, crawler, and robots. Agents offer substantial benefits and hazards, and because of this, their development must invo...
In the performance evaluation of a protocol for an ad hoc network, the protocol should be tested ... more In the performance evaluation of a protocol for an ad hoc network, the protocol should be tested under realistic conditions including, but not limited to, a sensible transmission range, limited buffer space for the storage of messages, representative data traffic models, and realistic movements of the mobile users and several mobility models that represent mobile nodes whose movements are dependent on each other (i.e., group mobility models ).The goal of this paper is to simulate the movements of mobile nodes within a network and present a number of mobility models in order to demonstrate its effect on Location management scheme for mobile ad hoc network or personal communication services networks. Specifically, to illustrate how the performance results of an ad hoc network protocol drastically change as a result of changing the mobility model simulated. Location management is a fundamental problem in personal communication services network. The current standard of location manageme...
International Journal of Artificial Intelligence and Knowledge Discovery, 2016
Despite the fact that Marathi language is most common languages worldwide, there has been only a... more Despite the fact that Marathi language is most common languages worldwide, there has been only a little research on Marathi speech recognition as compared to other languages such as English and Chinese. The speech recognition algorithms are very useful for designing efficient and accurate speech recognition systems. In this paper, we have proposed the automatic speech recognition systems by using MFCC features compare by DTW template matching algorithm. Our proposed systems divided into three phases, in first phase, the input signal is preprocessed and reduce the noise. In second phase the features are extracted from the speech signal using MFCC algorithm. For improving the recognition accuracy, we have added the delta coefficient. And last, the features of each word in test database are compared to the training database using dynamic time warping (DTW) algorithm. The proposed systems achieve the recognition rate of about 96.5%, which is outperforming than other approaches.
As large amount of visual Information is available on web in form of images, graphics, animations... more As large amount of visual Information is available on web in form of images, graphics, animations and videos, so it is important in internet era to have an effective video search system. As there are number of video search engine (blinkx, Videosurf, Google, YouTube, etc.) which search for relevant videos based on user keyword or term, But very less commercial video search engine are available which search videos based on visual image/clip/video. In this paper we are recommending a system that will search for relevant video using color feature of video in response of user Query.
In recent past, the cost for storing multimedia data and the digital multimedia storage grows is ... more In recent past, the cost for storing multimedia data and the digital multimedia storage grows is cheaper. So there is abundant number of videos available in the video repositories. Video sharing on the web is growing with a tremendous speed which creates perhaps the most heterogeneous and the largest publicly available video archive. There are vast amount of video archives including broadcast news, documentary videos, meeting videos, movies etc. Therefore video retrieval i.e, searching and retrieving videos relevant to a user defined query is one of the most popular topics in both multimedia research and real life applications. Text data present in the multimedia contains useful information for retrieving and indexing purpose. In current video search, the search results are influenced by the metadata information such as title, captions associated with them. Extracted text can be used to recognize the overlay, scene text, which is used for video retrieval. The main focus of work is 1...
Text Information present in images and video which is useful for automatic annotation, indexing, ... more Text Information present in images and video which is useful for automatic annotation, indexing, and structuring of images. Regions of text are identified within the frames of the videos. Traditionally, Optical Character Recognition (OCRs) are used to extract the text within frame or videos, but OCRs has many constraints in term of language, font, size, orientation, style, alignment, etc. In this paper, we have proposed the approach that enables search based on text information presented in videos. The process is divided into two steps. Firstly, we build the metadata labels by detecting and extracting the text/overlay from videos. Secondly, these metadata labels are used for searching the videos from database. The Search is based on image-matching i.e the overlays that are extracted from images or videos are stored in database and matched for similarity according to query.
The Industrial Internet of Things (IIoT) is the framework in which a large number of devices are ... more The Industrial Internet of Things (IIoT) is the framework in which a large number of devices are connected and synchronized for handling different processes and machinery in industry, to remove the risk of human error and improve safety. Many IoT-based worker’s safety systems contain a network of different sensors and assessable mobile information center. Such as, workers wear sensors that monitor the heart rate, activity, toxic gases, and other factors that are affecting worker’s safety. The initial investment for such automation is very high and it is not affordable for small industries therefore, mostly high-level manufacturing industries install automation in the workplace. The purpose of this paper is to design a safety management architecture for workers in the small-scale candy manufacturing industry using IoT and Q-learning mechanism. Also, to provide the benefits of automation at a low-cost. The system consists of gas, temperature, humidity, and flame sensor. ADC is used to...
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Papers by Avinash N Bhute