Vehicle make and model recognition by keypoint matching of pseudo frontal view

Yukiko Shinozuka, Ruiko Miyano, Takuya Minagawa, Hideo Saito

研究成果: Conference contribution

1 引用 (Scopus)

抜粋

We propose a vehicle make and model recognition method for the smart phone, and implemented it onto them. Our method identifies the make and model from the variety of viewpoints while the conventional methods for VMMR work only for the frontal or rear view images. This method enables the users to take the pictures from a certain range of angles. Our method uses SIFT, that has scale and rotation invariance to solve the alignment issue. It creates the pseudo frontal view images by homography matrix and extracts the keypoints. Homography matrix is calculated with the position of the license plate. Our experimental result shows our method enables to recognize up to 60-degree angle.

元の言語English
ホスト出版物のタイトルElectronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013
DOI
出版物ステータスPublished - 2013 11 29
イベント2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013 - San Jose, CA, United States
継続期間: 2013 7 152013 7 19

出版物シリーズ

名前Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013

Other

Other2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013
United States
San Jose, CA
期間13/7/1513/7/19

ASJC Scopus subject areas

  • Computer Graphics and Computer-Aided Design
  • Computer Vision and Pattern Recognition

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  • これを引用

    Shinozuka, Y., Miyano, R., Minagawa, T., & Saito, H. (2013). Vehicle make and model recognition by keypoint matching of pseudo frontal view. : Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013 [6618332] (Electronic Proceedings of the 2013 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2013). https://doi.org/10.1109/ICMEW.2013.6618332