Toward augmenting everything: Detecting and tracking geometrical features on planar objects

Hideaki Uchiyama, Eric Marchand

研究成果: Chapter in Book/Report/Conference proceedingConference contribution

13 引用 (Scopus)

抜粋

This paper presents an approach for detecting and tracking various types of planar objects with geometrical features. We combine tra- ditional keypoint detectors with Locally Likely Arrangement Hash- ing (LLAH) [21] for geometrical feature based keypoint matching. Because the stability of keypoint extraction affects the accuracy of the keypoint matching, we set the criteria of keypoint selection on keypoint response and the distance between keypoints. In order to produce robustness to scale changes, we build a non-uniform im- age pyramid according to keypoint distribution at each scale. In the experiments, we evaluate the applicability of traditional keypoint detectors with LLAH for the detection. We also compare our ap- proach with SURF and finally demonstrate that it is possible to de- tect and track different types of textures including colorful pictures, binary fiducial markers and handwritings.

元の言語英語
ホスト出版物のタイトル2011 10th IEEE International Symposium on Mixed and Augmented Reality, ISMAR 2011
ページ17-25
ページ数9
DOI
出版物ステータス出版済み - 2011
イベント2011 10th IEEE International Symposium on Mixed and Augmented Reality, ISMAR 2011 - Basel, スイス
継続期間: 10 26 201110 29 2011

出版物シリーズ

名前2011 10th IEEE International Symposium on Mixed and Augmented Reality, ISMAR 2011

その他

その他2011 10th IEEE International Symposium on Mixed and Augmented Reality, ISMAR 2011
スイス
Basel
期間10/26/1110/29/11

All Science Journal Classification (ASJC) codes

  • Artificial Intelligence

フィンガープリント Toward augmenting everything: Detecting and tracking geometrical features on planar objects' の研究トピックを掘り下げます。これらはともに一意のフィンガープリントを構成します。

  • これを引用

    Uchiyama, H., & Marchand, E. (2011). Toward augmenting everything: Detecting and tracking geometrical features on planar objects. : 2011 10th IEEE International Symposium on Mixed and Augmented Reality, ISMAR 2011 (pp. 17-25). [6092366] (2011 10th IEEE International Symposium on Mixed and Augmented Reality, ISMAR 2011). https://doi.org/10.1109/ISMAR.2011.6092366