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Study Concerning a Robotic System with Matlab/OpenCV Post-processing

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Advances in Service and Industrial Robotics (RAAD 2017)

Part of the book series: Mechanisms and Machine Science ((Mechan. Machine Science,volume 49))

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Abstract

The paper presents the construction and operating mode of a platform for controlling mobile robots. A number of, at least, three independent mobile robots, who are to be entrusted with the supervision of the zones, will report via a 4G transmission, with a certain frequency of a central server the current position in the geographical coordinates. Latitude and longitude will be accompanied by photos received from a high-resolution camera and these images will be processed with a certain target for identifying an object with certain features. The system will be built around a hardware architecture open-source (for example Atmel, Raspberry PI). Another target of this paper is to present an example where we are going to examine an image processing and text extraction system that will compare an implementation done using the OpenImaj SWT algorithm and the Tesseract OCR compared to a implementation done in Matlab based on MSER. These services can then be called through a restful Web Service by any application, mobile or otherwise to extract text from images.

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References

  1. Khare A, Bhutia D, Rai S, Ningombam D (2014) Cloud robotics using ROS, International Journal of Computer Applications® (IJCA) (0975 – 8887), National Conference cum Workshop on Bioinformatics and Computational Biology, NCWBCB, pp 18–21

    Google Scholar 

  2. Tay WP, Guoqiang H, Wen Y (2012) Cloud robotics: architecture, challenges and applications. IEEE Network 26(3):21–28

    Article  Google Scholar 

  3. Huebner K, Welke K, Przybylski M, Vahrenkamp N, Asfour T, Kragic D (2009) Grasping known objects with humanoid robots: a box-based approach. In: International Conference on Advanced Robotics

    Google Scholar 

  4. Juve G, Deelman E, Berriman BG, Berman BP, Maechling P (2012) An evaluation of the cost and performance of scientific workflows on Amazon EC2. J Grid Comput 10(1):521

    Article  Google Scholar 

  5. van den Berg J, Abbeel P, Goldberg K (2011) LQG-MP: optimized path planning for robots with motion uncertainty and imperfect state information. Int J Robot Res 30(7):895–913

    Article  Google Scholar 

  6. Kamei K, Nishio S, Hagita N, Sato M (2012) Cloud networked robotics. IEEE Netw 26(3):28–34

    Article  Google Scholar 

  7. Kasper A, Xue Z, Dillmann R (2012) The KIT object models database: an object model database for object recognition, localization and manipulation in service robotics. Int J Robot Res 31(8):927–934

    Article  Google Scholar 

  8. Kehoe B, Matsukawa A, Candido S, Kuffner J, Goldberg K (2013) Cloud-based robot grasping with the google object recognition engine. Submitted to IEEE International Conference on Robotics and Automation

    Google Scholar 

  9. Kehoe B, Berenson D, Goldberg K (2012) Estimating part tolerance bounds based on adaptive cloud-based grasp planning with slip. In: IEEE International Conference on Automation Science and Engineering. IEEE

    Google Scholar 

  10. Stojcsics D, Molnár A (2012) AirGuardian - UAV hardware and software system for small size UAVs. Int J Adv Robot Syst 9:174

    Article  Google Scholar 

  11. Tudoran R, Costan A, Antoniu G, Bougé L (2012) A performance evaluation of Azure and Nimbus clouds for scientific applications. In: Proceedings of the 2nd International Workshop on Cloud Computing Platforms - CloudCP 2012, pp 1–6. ACM Press, New York

    Google Scholar 

  12. https://www.mathworks.com/help/vision/examples/automatically-detect-and-recognize-text-in-natural-images.html?requestedDomain=www.mathworks.com

  13. Smith R (2007) An overview of the tesseract OCR engine. In: Proceedings of the Ninth International Conference on Document Analysis and Recognition (ICDAR 2007), vol 2, pp 629–633

    Google Scholar 

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Acknowledgement

This work has been funded by University Politehnica of Bucharest, through the “Excellence Research Grants” Program, UPB – GEX. Identifier: UPB–EXCELENȚĂ–2016 “Modul universal de testare și control pentru acționări fluidice și electrice”, 39/26.09.2016 (acronym: MUTCAFE).

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Correspondence to Victor Constantin .

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Constantin, V., Rizescu, C.I., Ciocan, M., Rizescu, D. (2018). Study Concerning a Robotic System with Matlab/OpenCV Post-processing. In: Ferraresi, C., Quaglia, G. (eds) Advances in Service and Industrial Robotics. RAAD 2017. Mechanisms and Machine Science, vol 49. Springer, Cham. https://doi.org/10.1007/978-3-319-61276-8_14

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  • DOI: https://doi.org/10.1007/978-3-319-61276-8_14

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  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-61275-1

  • Online ISBN: 978-3-319-61276-8

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