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
Synergy between Object Recognition and Image Segmentation
Image segmentation is to partition an image into meaningful regions with respect to a particular application. Object recognition is the task of finding a given object in an image or video sequence. This paper discusses t...
Distance Based Fault detection in wirelesssensor network
Wireless Sensor Network (WSNs) have become a new information collection and monitoring solution for a variety of application. In WSN, sensor nodes have strong hardware and software restriction in terms of processing powe...
Automating the computation of optimal solutions to transportation problems
Transportation problems arise each time there is a need to distribute a commodity from several sources to several destinations, where the management is focused on identifying the distribution route that will optimize som...
Modified route-maintenance in AODV Routing protocol using static nodes in realistic mobility model
One of the popular wireless network architectures is Mobile Ad Hoc Network (MANET). It can be easily deployed in every environment, without any underlying backbone and infrastructure support. MANET is a wireless network...
COCOMO model for software based on Open Source: Application to the adaptation of TRIADE to the university system
Today, within the software industry, Open Source Software has many qualities that need to be analyzed. This kind of software has gained a lot of attraction nowadays from researchers since it offers technical and economic...