Performance of SIFT based Video Retrieval
Journal Title: International Journal on Computer Science and Engineering - Year 2011, Vol 3, Issue 6
Abstract
Video has become an important element of multimedia computing and communication environments, with applications as varied as broadcasting, education, publishing and military intelligence. In Video Retrieval system, each video that is stored in the database has its features extracted and compared to the features of the query image. Proposed work is to retrieve video from the database by giving query as an object. Video is firstly converted into frames, these frames are then segmented and an object is separated from the image. Then features are extracted from object image by using SIFT features. Features of the video database obtained by the segmentation and feature extraction using SIFT feature are matched by Mahalanobis Distance. In this paper experiments are done on different samples of images. Result is also calculated after illumination changes in object.
Authors and Affiliations
Shradha Gupta , Prof. Neetesh Gupta , Dr. Bhupendra Verma
Keywords
Related Articles
- EP ID EP145095
- DOI -
- Views 93
- Downloads 0
AN EFFICIENT APPROACH FOR ROUTING IN WIRELESS AD HOC NETWORK USING ARTIFICIAL INTELLIGENCE
MANETs are the set of small, low infrastructure communication setup that operates by consuming the energy of batteries. Thus, it is very much important for MANETs to perform efficiently. For efficient transmission, routi...
Modern Trends Used In Operating Systems For High Speed Computing Applications
Operating system researches traditionally consist of adding new functions to the operating system in other words inventing and evaluating new methods for performing functions. Operating systems are the single most comple...
Brassinosteroid synthesis as context sensitive language acceptance problem
A biochemical system like brassinosteroid biosynthesis is not just an assembly of enzymes. In addition to the listing of the individual components, it is essential to understand how individual components dynamically inte...
ENERGY EFFICIENT DATA GATHERING SCHEME USING CROSS LAYER CLUSTER APPROACH FOR WIRELESS SENSOR NETWORKS
Recent advances in wireless communication technology and research in ad hoc wireless networks have made smart sensing a reality. A Wireless Sensor Networks (WSNs) is composed of a number of wireless sensor nodes which fo...
Performance Evaluation of Algorithms using a Distributed Data Mining Frame Work based on Association Rule Mining
Numerous current data mining tasks can be implemented effectively only in a distributed data mining. Thus distributed data mining has achieved significant importance in the last decade. The proposed distributed data mini...