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Paper Details

Paper Title
EVSBE: Extended Visual State Binary Embedding Model for Efficient, Scalable and Fast Video Event Retrieval
Abstract
With the exponential increase of media data on the web, fast media retrieval is becoming a significant research topic in multimedia content analysis, analysis of video content has gained growing research interest in domain of computer vision and multimedia. In video content analysis, retrieval of event in unconstrained scenarios vital research problem because of large scale unstructured visual information from the video descriptions. There are number of methods and models designed for video event retrieval, but suffered from the various limitations such as scalability, processing speed and efficiency. In this paper, the designing an efficient, scalable and fast model for video event retrieval by considering visual approach, semantic approach and relevance feedback approach. VSBE model is designing in order to encode the video frames which are containing the important semantic data in binary matrices. This helps to achieve the fast event retrieval under unconstrained scenarios. The approach needs limited key frames from the training event videos for the functioning of hash training so that complexity of computation will be less during training process. Additionally, VSBE model applying the pairwise constraints those are generated from the visual states for stretching the events local properties as semantic level in order ensure the accuracy. In second contribution, is extending the VSBE model called Extended VSBE (EVSBE) in order address the problem of end user satisfaction and out of event videos by using algorithm of log based relevance feedback. The performance will be evaluated in terms of precision, recall, accuracy and training time.
Keyword
VSBE, EVSBE, MED, CBIR, SVM, HASHING
Others Details
Paper Id : 31628
Author Name : Mrs. Kanchan S. Deshmukh
Volume/Issue No : Volume 04 Issue 07
Page No : 91-96
DOI Number : DOI:10.21090/IJAERD.31628
License : This work is licensed under a Creative Commons Attribution 4.0 International License.
website : http://www.ijaerd.com/index.php
Impact Factor : 5.71, SJIF-2017
ISSN Details : eISSN: 2348-4470, pISSN:2348-6406