Call For Paper Volume:4 Issue:10 Oct'2017 |

Object Categorization Using Classemes and Metaclass by Linear SVM

Publication Date : 10/07/2015



Author(s) :

Mrs.Rubala N , Prof. V. S. Bhatlavande , Prof. M. S. Biradar .


Conference Name :
4th International Conference on Recent Trends in Engineering & Technology(ICRTET-2015) July 2-4,2015 Organized by SNJB's KBJ College of Engineering,Chandwad,Nashik,Maharashtra,India



Abstract :

This paper describes new descriptor for images which allows the construction of efficient and compact classifiers with good accuracy on object category recognition. The descriptors are the classifier that produces the features of each image. The descriptor is the output of a large number of weakly trained object category classifiers on the image. Unlike other attributes and hand defined classes, our features are learned automatically. We first train the classifier using dataset. Then by learning basis classes which gives us features information we are getting good accuracy. All methods are thoroughly evaluated on object classification datasets using a multitude of feature descriptors. The advantage of this descriptor is that it allows object-category queries to be made against image databases using efficient classifiers (efficient at test time). This paper also describes meta-classes which partitions the classes into subsets. In training phase we use support vector machine (SVM) classifier. The advantage of classemes using classifier is that training and testing can be done efficiently. We provide insight of when combination methods can be expected to work and how the benefit of complementary features can be exploited most efficiently.


No. of Downloads :

5


Indexing

Web Design MymensinghPremium WordPress ThemesWeb Development

Conference organizers are invited to submit conference proposals. Contact: info.ijmter@gmail.com

July 3, 2017

International Conference on Recent Trends in Engineering and Technology published by IJMTER

May 10, 2016
Prof. Rahulkumar M. Sonar Program Director, ICRTET'2015 Conference Venue: SNJB's Late Sau. K. B. Jain College of Engineering Chandwad

National Conference on “Advances in Engineering and Technology for Sustainable Development” @ Government Polytechnic, Nagpur (MS) , Published By IJMTER

February 24, 2015
Currently Being Held @ Government Polytechnic, Nagpur (MS), INDIA Date: 27th February,2015 Published & Proceeding By: IJMTER Published in Volume-2 , Issue- 2 February-2015

We welcome innovative Research from Researcher.

September 30, 2014

Welcome to International Journal of Modern Trends in Engineering and Research

July 21, 2014