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A real-time image processing framework with an aerial overhead camera for sports

Published: 29 May 2018 Publication History

Abstract

Recently, large horizontal interactive surfaces have begun to be developed. In these systems, an overhead camera is often used to detect the position of objects on the surface even if they are not in contact with the surface. However the issues that these systems face are that they are expensive and a camera cannot be easily attached on top of the surface in some situations. This paper proposes a framework that uses a camera on a drone (UAV) as an overhead camera unit to convert arbitrary horizontal rectangular regions into interactive surfaces. Although commercially available drones that are equipped with cameras have high latencies and are difficult to use in real-time interactive systems, we solved this latency issue using a small PC that performs primitive image processing tasks onboard. First, we describe a drone unit that has an infrared camera and a small PC for real-time image processing, such as surface detection and object detection. Second, we describe novel infrared markers for the robust detection of the four corners of a rectangular region and the objects within that region. Finally, we describe an interactive sports coaching application in which a drone unit is used as an overhead camera both for a large playing field and small tabletop.

References

[1]
AEROTAIN AG. 2018. Aerotain. Retrieved Jan. 20, 2018 from http://www.aerotain.com/.
[2]
Filipe Trocado Ferreira, Jaime S. Cardoso, and Hélder P. Oliveira. 2015. Video analysis in indoor soccer using a quadcopter. In Proceedings of the International Conference on Pattern Recognition Applications and Methods, 77--86. <scp>isbn</scp>: 978-989-758-076-5.
[3]
Kentaro Fukuchi, Toshiki Sato, Haruko Mamiya, and Hideki Koike. 2010. Pacpac: pinching gesture recognition for tabletop entertainment system. In Proceedings of the International Conference on Advanced Visual Interfaces (AVI '10), 267--273. <scp>isbn</scp>: 978-1-4503-0076-6.
[4]
Keita Higuchi, Yoshio Ishiguro, and Jun Rekimoto. 2011. Flying eyes: free-space content creation using autonomous aerial vehicles. In CHI '11 Extended Abstracts on Human Factors in Computing Systems (CHI EA '11), 561--570. <scp>isbn</scp>: 978-1-4503-0268-5.
[5]
Yutaro Kyono, Takuro Yonezawa, Hiroki Nozaki, Masaki Ogawa, Tomotaka Ito, Jin Nakazawa, Kazunori Takashio, and Hideyuki Tokuda. 2013. Evercopter: continuous and adaptive over-the-air sensing with detachable wired flying objects. In Proceedings of the 2013 ACM Conference on Pervasive and Ubiquitous Computing Adjunct Publication (UbiComp '13 Adjunct), 299--302. <scp>isbn</scp>: 978-1-4503-2215-7.
[6]
Seungwon Lee, Nahyun Kim, Kyungwon Jeong, Kyungju Park, and Joonki Paik. 2015. Moving object detection using unstable camera for video surveillance systems. Optik - International Journal for Light and Electron Optics, 126, 20, 2436--2441. <scp>issn</scp>: 0030-4026.
[7]
SKYCAM LLC. 2018. Skycam. Retrieved Mar. 10, 2018 from http://skycam.tv/.
[8]
Xiangyun Meng, Wei Wang, and Ben Leong. 2015. Skystitch: a cooperative multi-uav-based real-time video surveillance system with stitching. In Proceedings of the 23rd ACM International Conference on Multimedia (MM '15). ACM, Brisbane, Australia, 261--270. <scp>isbn</scp>: 978-1-4503-3459-4.
[9]
Takuya Nojima, Ngoc Phuong, Takahiro Kai, Toshiki Sato, and Hideki Koike. 2015. Augmented dodgeball: an approach to designing augmented sports. In Proceedings of the 6th Augmented Human International Conference (AH '15). ACM, Singapore, Singapore, 137--140. <scp>isbn</scp>: 978-1-4503-3349-8.
[10]
Yuji Sano, Koya Sato, Ryoichiro Shiraishi, and Mai Otsuki. 2016. Sports support system: augmented ball game for filling gap between player skill levels. In Proceedings of the 2016 ACM on Interactive Surfaces and Spaces (ISS '16). ACM, Niagara Falls, Ontario, Canada, 361--366. <scp>isbn</scp>: 978-1-4503-4248-3.
[11]
Spidercam GmbH. 2018. Spidercam. Retrieved Mar. 10, 2018 from http://www.spidercam.tv/.
[12]
Tsubasa Yamamoto, Yuta Sugiura, Suzanne Low, Koki Toda, Kouta Minamizawa, Maki Sugimoto, and Masahiko Inami. 2013. Pukapucam: enhance travel logging experience through third-person view camera attached to balloons. In Advances in Computer Entertainment. Dennis Reidsma, Haruhiro Katayose, and Anton Nijholt, (Eds.) Springer International Publishing, Cham, 428--439. <scp>isbn</scp>: 978-3-319-03161-3.

Cited By

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  • (2021)Preliminary design and experimental tests of a real-time stereoscopic foveated vision system2021 XXIII Robotics Mexican Congress (ComRob)10.1109/ComRob53312.2021.9628598(126-131)Online publication date: 27-Oct-2021
  • (2019)A Comparative Analysis of the Legislation Evolution for Drone Use in OECD CountriesDrones10.3390/drones30400753:4(75)Online publication date: 1-Oct-2019

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      cover image ACM Conferences
      AVI '18: Proceedings of the 2018 International Conference on Advanced Visual Interfaces
      May 2018
      430 pages
      ISBN:9781450356169
      DOI:10.1145/3206505
      Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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      Published: 29 May 2018

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      Author Tags

      1. drone
      2. hexacopter
      3. infrared marker
      4. interactive surface
      5. real-time image processing
      6. unmanned aerial vehicle

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      AVI '18
      AVI '18: 2018 International Conference on Advanced Visual Interfaces
      May 29 - June 1, 2018
      Grosseto, Castiglione della Pescaia, Italy

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      AVI '18 Paper Acceptance Rate 19 of 77 submissions, 25%;
      Overall Acceptance Rate 128 of 490 submissions, 26%

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      View all
      • (2021)Preliminary design and experimental tests of a real-time stereoscopic foveated vision system2021 XXIII Robotics Mexican Congress (ComRob)10.1109/ComRob53312.2021.9628598(126-131)Online publication date: 27-Oct-2021
      • (2019)A Comparative Analysis of the Legislation Evolution for Drone Use in OECD CountriesDrones10.3390/drones30400753:4(75)Online publication date: 1-Oct-2019

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