Image Classification and retrieval on the Basis of fusion of features
In this study project, our aim is to explore the research in the area of image classification that will be based on the fusion of mid-level image features.
Project Title
Image Classification and retrieval on the Basis of fusion of features
Project Area of Specialization
Project Summary
In this study project, our aim is to explore the research in the area of image classification that will be based on the fusion of mid-level image features.
Project Objectives
We aim to reduce the semantic gap between the feature representation and high-level visual concepts through a novel image representation that will be based on fusion of mid-level features to obtain higher classification accuracy.
Project Implementation Method
we have to study to the features and their computational cost that are already working for image classification. then we have to apply local and mid level features for our images dataset. After analyzing the complexity we merge some mid-level features that will produce better computational cost and high accuracy then the out put of their individual implication
Benefits of the Project
This research will definitely reduce computation cost of image classification and will also increase the classification accuracy.
Technical Details of Final Deliverable
The final deliverable is the new research that will point out the concept of new mid-level feature's fusion in the image classification and will highlight the benefits of this fusion in the form of high accuracy.
Final Deliverable of the Project
Type of Industry
Technologies
Sustainable Development Goals
Required Resources
| Item Name | Type | No. of Units | Per Unit Cost (in Rs) | Total (in Rs) |
|---|---|---|---|---|
| Thesis Report | Miscellaneous | 3 | 1000 | 3000 |
| Total in (Rs) | 3000 |
If you need this project, please contact me on contact@adikhanofficial.com
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