|
INTERNATIONAL JOURNAL OF SCIENTIFIC DEVELOPMENT AND RESEARCH International Peer Reviewed & Refereed Journals, Open Access Journal ISSN Approved Journal No: 2455-2631 | Impact factor: 8.15 | ESTD Year: 2016 open access , Peer-reviewed, and Refereed Journals, Impact factor 8.15 |
Imp Links for Author
Imp Links for Reviewer
Research Area
Subscribe IJSDR
Visitor Counter
Copyright Infringement Claims
Indexing Partner
|
Published Paper Details
|
|
| Paper Title: | Classification and identification of object in an image |
| Authors Name: | Krushitha ss , Akshay manjunath naik , Hariprasad N , Jeevan C V , Manjesh R |
| Unique Id: | IJSDR2006001 |
| Published In: | Volume 5 Issue 6, June-2020 |
| Abstract: | Objection detection is a key problem in computer vision. We report our work on object detection using neural network and other computer vision features. Artificial neural networks have been proved to be the best and the most used solution for image classification and object detection tasks. Paper analyzes them as a tool that significantly improves the mentioned, very complicated computational calculations. In the paper there is a brief history of their development as well as the selected object detector that we used for our introductory experiment that is shown later in the paper. Also, there is introduced the idea of the future research that is going to be based on the conducted experiment and which is going to involve a new methodology for an automated generation of new domain-specific datasets that are essential in the training phase of the neural networks. We are able to achieve real-time performance and satisfactory matching results. |
| Keywords: | Artificial neural network, Image classification, Object detection, Dataset, Pattern recognition, Computer vision, Machine learning. |
| Cite Article: | "Classification and identification of object in an image", International Journal of Science & Engineering Development Research (www.ijsdr.org), ISSN:2455-2631, Vol.5, Issue 6, page no.1 - 6, June-2020, Available :http://www.ijsdr.org/papers/IJSDR2006001.pdf |
| Downloads: | 000337212 |
| Publication Details: | Published Paper ID: IJSDR2006001 Registration ID:191770 Published In: Volume 5 Issue 6, June-2020 DOI (Digital Object Identifier): Page No: 1 - 6 Publisher: IJSDR | www.ijsdr.org ISSN Number: 2455-2631 |
|
Click Here to Download This Article |
|
| Article Preview | |
|
|
|
Major Indexing from www.ijsdr.org
| Google Scholar | ResearcherID Thomson Reuters | Mendeley : reference manager | Academia.edu |
| arXiv.org : cornell university library | Research Gate | CiteSeerX | DOAJ : Directory of Open Access Journals |
| DRJI | Index Copernicus International | Scribd | DocStoc |
Track Paper
Important Links
Conference Proposal
ISSN
 |
 |
DOI (A digital object identifier)
  Providing A digital object identifier by DOI How to GET DOI and Hard Copy Related |
Open Access License Policy
This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License
|
 |
 |
 |
Social Media
Indexing Partner |
|||
| Copyright © 2024 - All Rights Reserved - IJSDR | |||
Facebook Twitter Instagram LinkedIn