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Study on Object Detection using Open CV - Python

by Bhumika Gupta, Ashish Chaube, Ashish Negi, Umang Goel
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International Journal of Computer Applications
Foundation of Computer Science (FCS), NY, USA
Volume 162 - Number 8
Year of Publication: 2017
Authors: Bhumika Gupta, Ashish Chaube, Ashish Negi, Umang Goel
10.5120/ijca2017913391

Bhumika Gupta, Ashish Chaube, Ashish Negi, Umang Goel . Study on Object Detection using Open CV - Python. International Journal of Computer Applications. 162, 8 ( Mar 2017), 17-21. DOI=10.5120/ijca2017913391

@article{ 10.5120/ijca2017913391,
author = { Bhumika Gupta, Ashish Chaube, Ashish Negi, Umang Goel },
title = { Study on Object Detection using Open CV - Python },
journal = { International Journal of Computer Applications },
issue_date = { Mar 2017 },
volume = { 162 },
number = { 8 },
month = { Mar },
year = { 2017 },
issn = { 0975-8887 },
pages = { 17-21 },
numpages = {9},
url = { https://ijcaonline.org/archives/volume162/number8/27263-2017913391/ },
doi = { 10.5120/ijca2017913391 },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Journal Article
%1 2024-02-07T00:08:28.410603+05:30
%A Bhumika Gupta
%A Ashish Chaube
%A Ashish Negi
%A Umang Goel
%T Study on Object Detection using Open CV - Python
%J International Journal of Computer Applications
%@ 0975-8887
%V 162
%N 8
%P 17-21
%D 2017
%I Foundation of Computer Science (FCS), NY, USA
Abstract

Object detection [9] is a well-known computer technology connected with computer vision and image processing that focuses on detecting objects or its instances of a certain class (such as humans, flowers, animals) in digital images and videos. There are various applications of object detection that have been well researched including face detection, character recognition, and vehicle calculator. Object detection can be used for various purposes including retrieval and surveillance. In this study, various basic concepts used in object detection while making use of OpenCV library of python 2.7, improving the efficiency and accuracy of object detection are presented.

References
  1. Khushboo Khurana and Reetu Awasthi,“Techniques for Object Recognition in Images and Multi-Object Detection”,(IJARCET), ISSN:2278-1323,4th, April 2013.
  2. Latharani T.R., M.Z. Kurian, Chidananda Murthy M.V,“Various Object Recognition Techniques for Computer Vision”, Journal of Analysis and Computation, ISSN: 0973-2861.
  3. Md Atiqur Rahman and Yang Wang, “Optimizing Intersection-Over-Union in Deep Neural Networks for Image Segmentation,” in Object detection, Department of Computer Science, University of Manitoba, Canada, 2015.
  4. Nidhi, “Image Processing and Object Detection”, Dept. of Computer Applications, NIT, Kurukshetra, Haryana, 1(9): 396-399, 2015.
  5. R. Hussin, M. Rizon Juhari, Ng Wei Kang, R.C.Ismail, A.Kamarudin, “Digital Image Processing Techniques for Object Detection from Complex Background Image,”Perlis, Malaysia: School of Microelectronic Engineering, University Malaysia Perlis, 2012.
  6. S.Bindu, S.Prudhvi, G.Hemalatha, Mr.N.Raja Sekhar, Mr. V.Nanchariah,“Object Detection from Complex Background Image using Circular Hough Transform”, IJERA, ISSN: 2248-9622, Vol. 4, Issue 4(Version 1), April 2014, pp.23-28.
  7. Shaikh, S.H; Saeed, K, and Chaki.N,“Moving Object Detection Using Background Subtraction” Springer, ISBN:978-3-319-07385-9.
  8. Shijian Tang and Ye Yuan,“Object Detection based on Conventional Neural Network”.
  9. (2017, January 17). Object Detection [Online].Available: http://en.m.wikipedia.org/wiki/Object_detection
  10. Opencv.org, ‘About OpenCV’, 2017. [Online]. Available:http://www.opencv.org/about
  11. Numpy.org, 2017. [Online]. Available: http://www.numpy.org
Index Terms

Computer Science
Information Sciences

Keywords

Object Detection IOU OpenCV Python Matlab.

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