Assistant Professor, Information Technology Department, G.H. Patel College of Engineering & Techn... more Assistant Professor, Information Technology Department, G.H. Patel College of Engineering & Technology, Gujarat, India Trainee Assistant Professor, Information Technology Department, G.H. Patel College of Engineering & Technology, Gujarat, India ---------------------------------------------------------------------------***--------------------------------------------------------------------------Abstract Video classification literature has been reviewed and techniques for the same are provided here in this paper. Classification process in general requires features based on which one can distinguish among the categories. These features are mainly taken from text, audio or visual content of the video. Based on that mainly three classification techniques are there as discussed here. Based on the application user has to select the method and features. Pros and cons of each method are mentioned in this paper with suitable applications.
In current scenarios there are too many problems for agriculture sector like so much pollution, s... more In current scenarios there are too many problems for agriculture sector like so much pollution, shortage of water, global warming etc. Because of them there are plenty of diseases which are spoiling the crop grown by farmers. Here, our idea is to provide a smart solution for save the crop from such diseases. Now-a-days mobile phones are easily available to anyone. So the idea is to make one mobile application which can easily detect the diseases in some specific crops and by this application farmer can also get the information about the solution or we can say pesticides for the diseased crop to save it from further destruction. Some diseases can spoil the crop totally in just one or two days and applications like this can be very useful for farmers to save the crop in such critical conditions. By providing this solution we can possibly save the crop, money and efforts of the farmers. Also, we can overcome the problem of shortage of some crops to some extent. KeywordsDisease detectio...
2015 International Symposium on Advanced Computing and Communication (ISACC), 2015
A movie gathers different fractions like comedy scenes, action, dialogs and songs. Extraction of ... more A movie gathers different fractions like comedy scenes, action, dialogs and songs. Extraction of songs from movies is carried out in this paper with the help of special audio features which helps to distinguish between song and non-song. The algorithm used here performs the operations of movie segmentation, intensity based classification and audio clues based improvements. Intensity based classifications leads to the promising song sequences which may include non-song portions. Such false detections are eliminated using audio clues namely tempo and zero crossing rate. Movies of different genre like comedy, drama, action, thriller, romantic and suspense having different languages specifically Hindi, Marathi, Gujarati and English are taken here for measuring accuracy of this work.
Assistant Professor, Information Technology Department, G.H. Patel College of Engineering & Techn... more Assistant Professor, Information Technology Department, G.H. Patel College of Engineering & Technology, Gujarat, India Trainee Assistant Professor, Information Technology Department, G.H. Patel College of Engineering & Technology, Gujarat, India ---------------------------------------------------------------------------***--------------------------------------------------------------------------Abstract Video classification literature has been reviewed and techniques for the same are provided here in this paper. Classification process in general requires features based on which one can distinguish among the categories. These features are mainly taken from text, audio or visual content of the video. Based on that mainly three classification techniques are there as discussed here. Based on the application user has to select the method and features. Pros and cons of each method are mentioned in this paper with suitable applications.
In current scenarios there are too many problems for agriculture sector like so much pollution, s... more In current scenarios there are too many problems for agriculture sector like so much pollution, shortage of water, global warming etc. Because of them there are plenty of diseases which are spoiling the crop grown by farmers. Here, our idea is to provide a smart solution for save the crop from such diseases. Now-a-days mobile phones are easily available to anyone. So the idea is to make one mobile application which can easily detect the diseases in some specific crops and by this application farmer can also get the information about the solution or we can say pesticides for the diseased crop to save it from further destruction. Some diseases can spoil the crop totally in just one or two days and applications like this can be very useful for farmers to save the crop in such critical conditions. By providing this solution we can possibly save the crop, money and efforts of the farmers. Also, we can overcome the problem of shortage of some crops to some extent. KeywordsDisease detectio...
2015 International Symposium on Advanced Computing and Communication (ISACC), 2015
A movie gathers different fractions like comedy scenes, action, dialogs and songs. Extraction of ... more A movie gathers different fractions like comedy scenes, action, dialogs and songs. Extraction of songs from movies is carried out in this paper with the help of special audio features which helps to distinguish between song and non-song. The algorithm used here performs the operations of movie segmentation, intensity based classification and audio clues based improvements. Intensity based classifications leads to the promising song sequences which may include non-song portions. Such false detections are eliminated using audio clues namely tempo and zero crossing rate. Movies of different genre like comedy, drama, action, thriller, romantic and suspense having different languages specifically Hindi, Marathi, Gujarati and English are taken here for measuring accuracy of this work.
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