Utilization of Textural Features in Video Retrieval System by Hand-writing Sketch

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Author(s)

Hiroki Kobayashi 1,* Masashi Toda 2

1. School of Systems Information Science, Future University Hakodate, Hokkaido, Japan

2. Center for Multimedia and Information Technologies, Kumamoto University, Kumamoto, Japan

* Corresponding author.

DOI: https://doi.org/10.5815/ijigsp.2012.08.01

Received: 26 Apr. 2012 / Revised: 2 Jun. 2012 / Accepted: 29 Jun. 2012 / Published: 8 Aug. 2012

Index Terms

Video Retrieval, Sketch, Texture, Density

Abstract

In this paper we propose a video retrieval system using texture features from a hand-drawn sketch. There is currently a lot of video content on the Internet due in part to the development of video-sharing Web sites, and sometimes users are unable to narrow the options down to the desired video because there is simply too much content to choose from. We should be able to solve this problem with a retrieval technique that uses internal movie features. Previously, our laboratory proposed a video retrieval system using three internal movie features and a sketch query. In the current study, our aim is to improve the retrieval precision by adding a new feature derived from texture.

Cite This Paper

Hiroki Kobayashi, Masashi Toda,"Utilization of Textural Features in Video Retrieval System by Hand-writing Sketch", IJIGSP, vol.4, no.8, pp.1-7, 2012. DOI: 10.5815/ijigsp.2012.08.01

Reference

[1]Akihiro Sekura and Masashi Toda: "Video Retrieval System Using Handwriting Sketch", Proc. of the IAPR Conference on Machine Vision Applications (MVA2009), pp.283-286, 2009.05.

[2]Yuichi Igarashi and Masashi Toda: "A study on Image Search by Handwriting Sketch which Considered a Texture", Proc. of 2011 IEICE Hokkaido Internet Symsposium, pp.49-53, 2011.

[3]J.P.Collomosse, G.McNeill, L.Watts, "Free-hand sketch grouping for video retrieval", Proc. of IEEE International Conference on Pattern Recognition (ICPR 2008), pp.1–4, 2008.

[4]M.Thorne, D.Burke, M.Panne, "Motion Doodles A Sketch-based Interface for Character Animation", SIGGRAPH 2004 courses, vol. 23, vol. 3, pp.175–182, 2004.

[5]YouTube: http://www.youtube.com/

[6]O. Gosuke, N. Yasutake, M. Keita and S. Yoshifumi: "Edge-based Image Retrieval Using a Rough Sketch", The Journal of the Institute of Image Information and Television Engineers, Vol.56, No.4, pp.653-658, 2002 (in Japanese).

[7]M. Matuzaki, M. Kasimura and S. Ozawa: "Image Retrieval for Pictures Based on Feature Graph Using Simplified Image", The transaction of the Institute of Electronics, Information and Communication Engineers. D-II, vol.J87-D-II, No.2, pp.521-533, 2004 (in Japanese).

[8]H. Takahiro, I. Atsushi and O. Rikio: "Retrieval of Landscape Images Using a User-drawn Sketch and Semantic Icons", Technical report of IEICE. PRMU, vol.104, No.573, pp.19-23, 2005.

[9]M. Dan, A. Shozo and M. Masashi: "An appearancebased video scene retrieval based on synthesized video query by target points indication and the line history image matching". Techical report of IEICE. PRMU, vol.106, No.606, pp.67-72, 2007 (in Japanese).

[10]F. Yasuhiko, M. Takamichi, I. Yasuhiro, K. Aki, Y. Katunori and S. Yoshihiro: "Video Retrieval System with Query Generation Assistance Using Relevance Feedback", IEICE technical report. Image engineering, vol.105, No.610, pp.95-100, 2006 (in Japanese).

[11]S. Kenichirou, N. Masaomi and S. Hitoshi: "Moving Object Detection from Video Sequence Using Local Motion Direction Histogram Features", IEICE technical report. Neurocomputing, vol.102, No.382, pp.47-52, 2002 (in Japanese).