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Real Time Panoramic Video in OpenCV using Image Stitching Techniques

K. Rajasri1 , D. Gayathri2 , Balasundari Ilanthirayan3 , A. Sundra4

Section:Research Paper, Product Type: Journal Paper
Volume-06 , Issue-03 , Page no. 184-187, Apr-2018

CrossRef-DOI:   https://doi.org/10.26438/ijcse/v6si3.184187

Online published on Apr 30, 2018

Copyright © K. Rajasri, D. Gayathri, Balasundari Ilanthirayan, A. Sundra . This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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IEEE Style Citation: K. Rajasri, D. Gayathri, Balasundari Ilanthirayan, A. Sundra, “Real Time Panoramic Video in OpenCV using Image Stitching Techniques,” International Journal of Computer Sciences and Engineering, Vol.06, Issue.03, pp.184-187, 2018.

MLA Style Citation: K. Rajasri, D. Gayathri, Balasundari Ilanthirayan, A. Sundra "Real Time Panoramic Video in OpenCV using Image Stitching Techniques." International Journal of Computer Sciences and Engineering 06.03 (2018): 184-187.

APA Style Citation: K. Rajasri, D. Gayathri, Balasundari Ilanthirayan, A. Sundra, (2018). Real Time Panoramic Video in OpenCV using Image Stitching Techniques. International Journal of Computer Sciences and Engineering, 06(03), 184-187.

BibTex Style Citation:
@article{Rajasri_2018,
author = {K. Rajasri, D. Gayathri, Balasundari Ilanthirayan, A. Sundra},
title = {Real Time Panoramic Video in OpenCV using Image Stitching Techniques},
journal = {International Journal of Computer Sciences and Engineering},
issue_date = {4 2018},
volume = {06},
Issue = {03},
month = {4},
year = {2018},
issn = {2347-2693},
pages = {184-187},
url = {https://www.ijcseonline.org/full_spl_paper_view.php?paper_id=343},
doi = {https://doi.org/10.26438/ijcse/v6i3.184187}
publisher = {IJCSE, Indore, INDIA},
}

RIS Style Citation:
TY - JOUR
DO = {https://doi.org/10.26438/ijcse/v6i3.184187}
UR - https://www.ijcseonline.org/full_spl_paper_view.php?paper_id=343
TI - Real Time Panoramic Video in OpenCV using Image Stitching Techniques
T2 - International Journal of Computer Sciences and Engineering
AU - K. Rajasri, D. Gayathri, Balasundari Ilanthirayan, A. Sundra
PY - 2018
DA - 2018/04/30
PB - IJCSE, Indore, INDIA
SP - 184-187
IS - 03
VL - 06
SN - 2347-2693
ER -

           

Abstract

Image stitching is basically integrating two or more images to form a single panorama. This process of integrating can be performed by overlapping the images contains common scenes. The panoramic stitching of images is widely used for virtual reality photography and 360 degree cameras. Now a day, panoramic video has also gained importance over a period of time. It has many application built in over it such as security, surveillance, computer vision, robotics, virtual reality and much more. Generation panoramic video can be divided into many steps namely extracting frames from the input video from variety of multiple devices, web-cam etc., time synchronizing the extracted frames, stitching frame to create panoramic frames and then combines those panoramic frames into video. An off-line video of such panoramic frame could be made since there is no time constraint. However generating real time panoramic video is more challenging because of computation resources required and optimization required to produce panoramic real time video. This paper describes the concept of generating real time panoramic video. It also uses the image stitching methods to generate the panorama with the help of Open CV. We are proposing to develop such application which will be very useful in security and surveillance.

Key-Words / Index Term

Panoramic Videos, Real-time Panoramic Video, Open CV, Video Surveillance

References

[1] You-Jin Ha, Hyun-Deok Kang, “Evaluation of Feature ased Image StitchingAlgorithm using OpenCV”,IEEE, 2017.
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[3] Zhong Min, Zeng Jiguo, Xie Xusheng. “Panorama Stitching Based on SIFT Algorithm and Levenberg-Marquardt Optimization”, 2012 International Conference on Medical Physics and Biomedical Engineering.
[4] Pranoti Kale, K.R.Singh, “A Technical Analysis of Image Stitching Algorithm”, International Journal of Computer Science and Information Technologies, Vol. 6 (1) , 2015, 284-288.
[5] Oh-Seol Kwon and Yeong-Ho Ha, “Panoramic Video using Scale-Invariant Feature Transform with Embedded Color-Invariant Values”, IEEE Transactions on Consumer Electronics, Vol. 56, No.2, May 2010.
[6] Zhen Hua, Yewei Li, Jinjiang Li, “Image Stitch Algorithm Based on SIFT and MVSC”, IEEE 7th International Conference on Fuzzy Systems and Knowledge Discovery, vol. 6, pp. 2628-2632, Aug 2010.
[7] Lei Xiaohua, Jiang Xiuhua, Wang Caihong, “Design and Implementation of a Real-time Video Stream Analysis System Based on FFMPEG”, Fourth World Congress on Software Engineering, 2013.
[8] Pritam Prakash Shete , Dinesh Madhukar Sarode and Surojit Kumar Bose. “Real-time Panorama Composition for Video Surveillance using GPU”, 2016, Intl. Conference on Advances in Computing, Communications and Informatics (ICACCI), Sept. 21-24, 2016, Jaipur, India.