CFP last date
20 January 2025
Reseach Article

An Interactive Robotic Design for Object Detection and Follow up Action

Published on March 2013 by Rupashri Barik, Arkya Pratim Banerjee, Mrinmoy Mitra
International Conference on Computing, Communication and Sensor Network
Foundation of Computer Science USA
CCSN2012 - Number 3
March 2013
Authors: Rupashri Barik, Arkya Pratim Banerjee, Mrinmoy Mitra
89ee667f-87f2-44f6-9fe4-dc52b6d8345e

Rupashri Barik, Arkya Pratim Banerjee, Mrinmoy Mitra . An Interactive Robotic Design for Object Detection and Follow up Action. International Conference on Computing, Communication and Sensor Network. CCSN2012, 3 (March 2013), 32-37.

@article{
author = { Rupashri Barik, Arkya Pratim Banerjee, Mrinmoy Mitra },
title = { An Interactive Robotic Design for Object Detection and Follow up Action },
journal = { International Conference on Computing, Communication and Sensor Network },
issue_date = { March 2013 },
volume = { CCSN2012 },
number = { 3 },
month = { March },
year = { 2013 },
issn = 0975-8887,
pages = { 32-37 },
numpages = 6,
url = { /specialissues/ccsn2012/number3/10867-1031/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Special Issue Article
%1 International Conference on Computing, Communication and Sensor Network
%A Rupashri Barik
%A Arkya Pratim Banerjee
%A Mrinmoy Mitra
%T An Interactive Robotic Design for Object Detection and Follow up Action
%J International Conference on Computing, Communication and Sensor Network
%@ 0975-8887
%V CCSN2012
%N 3
%P 32-37
%D 2013
%I International Journal of Computer Applications
Abstract

The discussion of this paper is to develop an robotic model for hunting, tracking [7] and picking or collecting specific target-object with its autonomous capability. Autonomous Robot has been in use in multiple domains for example in surveillance, in battlefield [2], in remote locations where it is not impossible for human beings to reach. But most of the autonomous robot that exists today tends to be tele-operational [22]. This project aims to achieve the very fact to make the robot autonomous. The robot will be able to operate in an unsupervised manner and reach to its target-location. And here the addition of mechanical hand gives it some extra benefit of picking and collecting objects. The project aims in the application of Machine Learning [10] and fuzzy logic to attain this functionality. This project is intended to exploit the feature of neural network and make it capable of learning in an unsupervised environment and carry out its task autonomously.

References
  1. Junmin Wang; Steiber, J. ; Surampudi, "Autonomous Ground Vehicle Control System for High Speed and Safe Oepration ". American Control Conference, pp 218- 223, 2008.
  2. Comito, A. ; Woody, M. W. ; Perry, J. L. ; Ziegler, W. F. , Jr. "Advanced Eletronics Applied To Army Ground Vehicle". Vehicular Technology Conference, pp 26-30, 1981.
  3. Change-Hoi Kim; Kyung-Min Jeung; Yong-Soo Choi; Sung-Uk Lee; Chang-Hwoi Kim; "Design Of The Unmanned Ground Vehicle", ICCAS, pp 1094-1097, 2011.
  4. Balakirsky, S. ; Lacaze, A. ; "World Modelling and Behaviour Generation for Autonomous Ground Vehicle", ICRA 2000, Vol 2 , pp 1201 -1206, 2000.
  5. Yunji Wang; Chen, P. ; Yufang Jin; "Trajectory Planning for Unmanned Ground Vehicle", SMC 2009, pp 4341-4346, 2009.
  6. Changhui Yang; Hongo, H. ; Tanimoto, S "A New Approach for In vehicle Camera Obstacle Detection by Ground Movement Compensation", ITSC 2008, pp 151- 156, 2008.
  7. Liguo Weng; Song, D. Y. "Path Planning and Path Tracking Control of Unmanned Ground Vehicle", SSST 05, pp 262-266, 2005.
  8. Bristeau, P. -J. ; Petit, N. ; "Navigation System for Ground Vehicles using Temporarily Interconnected Observer", ACC 2011, pp 1260-1267, 2011.
  9. Stromy Attaway, "Matlab: A Practical Introduction to Programming and Problem Solving", Butterworth-Heinman, 2nd Edition, 2012.
  10. Ethem Alpaydm," Introduction to machine Learning", MIT-PRESS, 3rd Edition, 2006.
  11. Gary Bradski and Adrian Kaehler, "Learning OpenCV", O'Reilly, 2nd Edition, 2007.
  12. Mark J Burge, Wilhelm Burger, "Principles of Digital Image Processing Core Algorithms", Springer, 2nd Edition, 2007.
  13. Beba. P Mandal," Pattern Recognition and Machine Intelligence", Springer, 4th International Conference, Jun 27-July1 2011.
  14. Nils J. Nilsson, "Introduction to Machine Learning", Stanford University Press, 1st Edition, 2010.
  15. Radomir S. Stankovic, Bogdan J. Falkowski "The Haar wavelet transform: its status and achievements", 27 November 2000.
  16. Sungji Han, Youngjoon Han and Hernsoo Hahn "Vehicle Detection Method using Haar-like Feature on Real Time System" 2009.
  17. Yoav Freund Robert E. Schapire "A Short Introduction to Boosting" Journal of Japanese Society for Artificial Intelligenc"e, 14(5):771-780, September, 1999. (In Japanese, translation by Naoki Abe).
  18. Alana Lafferty, Professor Rodney Brooks and Dr. Una May O'Reilly "A Robust Inexpensive Multi-Purpose Robotic Arm", May 20, 2010.
  19. Nghia Tran; Giraud-Carrier, C. ; Seppi, K. ; Warnick. S, "Cooperation-based Clustering for Profit-maximizing Organizational Design", IJCNN'06, 2006.
  20. Robert Laganiere, "Opencv Image Processing Han dbook",PACKT, 1st Edition , 2011
  21. Nils J. Nilsson, "Introduction to Machine Learning",Stanford University Press, 1st Edition,2010
  22. Sebastian Blumenthal1, Dirk Holz1, Thorsten Linder1, Peter Molitor2, Hartmut Surmann2 and with Surveillance Viatcheslav Tretyakov1 "Teleoperated Visual Inspection Unmanned Ground and Aerial Vehicles".
  23. T. Mori, "Mechatronics," Yasakawa Internal Trademark Application Memo, 21. 131. 01, July 12, 1969.
  24. Viola, P. ; Jones, M. "Rapid Object Detection Using a Boosted Cascade of Simple Features" May 2004.
  25. Radomir S. Stankovic, Bogdan J. Falkowski "The Haar wavelet transform: its status and achievements", 27 November, 2000.
  26. Sungji Han, Youngjoon Han and Hernsoo Hahn "Vehicle Detection Method using Haar-like Feature on Real Time System", 2000.
  27. Yoav Freund Robert E. Schapire "A Short Introduction to Boosting" Journal of Japanese Society for Artificial Intelligence, 14(5):771-780, September, 1999. (In Japanese, translation by Naoki Abe).
  28. Alana Lafferty, Professor Rodney Brooks and Dr. Una May O'Reilly "A Robust Inexpensive Multi-Purpose Robotic Arm" May 20, 2000.
Index Terms

Computer Science
Information Sciences

Keywords

Robotics Mechatronics Haar Wavelet Haar-like Features Haartraining Opencv