Applications of Mathematical Modeling, Machine Learning, and Intelligent Computing for Industrial Development

Chapter 11 Feature detection and extraction techniques with different similarity measures using bag of features scheme

Roohi Ali and Manish Maheshwari

Makhanlal Chaturvedi University of Journalism and Communication, Bhopal, India

DOI: 10.1201/9781003386599-13

Contents

1. 11.1 Introduction
2. 11.2 Theoretical background
3. 11.3 Deployment of the method
   • 11.3.1 Data set
   • 11.3.2 Proposed methodology
   • 11.3.3 Proposed algorithm
   • 11.3.4 MATLAB implementation
4. 11.4 Results
5. 11.5 Performance measures
   • 11.5.1 Comparison of different methods descriptors
   • 11.5.2 Evaluation
   • 11.5.3 Performance compared with different algorithms
6. 11.6 Conclusions
7. References

11.1 Introduction

Images retrieval does not require any introduction in the domain of image processing today, as ...