Proceeding of

Proceeding of

National Conference

on

Recent Trends in

Data Science and

Big Data Networking

(NCRDBN-2015)

18-19 December, 2015

 

as

A Special Issue of

International Journal of Computer Science and Applications

(ISSN:0974-1011)

Chief Patron

Shri Banwarilal Purohit 

Chairman,RCOEM

 

Shri Govindlal Agarwal

General Secretary, RCOEM

 

Patron

 

  

Dr. R.S. Pande

Principal,RCOEM

 

Conveners

Dr. M. B. Chandak

(Head, Dept. of CSE)

 

Co-convener

Dr. A. J. Agrawal

 

Organizing Committee

Prof. S. G. Mundhada

Prof. A. Zadgaonkar

Prof. S.S. Aote

Prof. D. A. Borikar

Prof. A. R. Raipurkar

Organized by

Dept of Computer Science & Engineering,

Shri Ramdeobaba College of Engineering and Management, Nagpur 440013.

Website: www.rknec.edu

 

In association with

Department of Science & Technology

 

 

Editor

K. H. Walse

M.S.India

 

 

 

   
   
   
   
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
IJCSA ISSN: 0974-1011 (Online) >>    
Title:
Robust Object Tracking Via Sparse Collaborative Appearance Model Using Surf Technique
Author:
Rumana Ahmed and Saiyad Sharik Kaji
 

Abstract

The main aspect of ours that we propose a robust object tracking algorithm based on a sparse collaborative model and SURF technique that achieved both holistic templates and local representations of a image to account for extreme appearance changes. Within the proposed collaborative appearance model, we develop a sparse discriminative classifier (SDC) and sparse generative model (SGM) for robust object tracking.   The update scheme thereby enables the proposed algorithm to deal with appearance changes effectively and alleviate the tracking drift problem. The adaptive background method is also used.  So as the proposed system work well on object tracking.


2016 International Journal of Computer Science and Applications 

Published by Research Publications, India