K-means Tracker-based Object Tracking Method for Digital Camera

Bibliographic Information

Other Title
  • K-meansトラッカーベースのデジタルカメラ向け被写体追尾手法(コンシューマ,映像メディアおよび一般)

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Abstract

An automatic object tracking technology is developed for a digital camera. This technology enables automatic focus on a moving target object in order to avoid unfocused image shooting. We have developed a new modified object tracking algorithm based on K-means Tracker algorithm that is adaptive to the change of the object shape and appearance. Several modifications for higher tracking performance and lower computation cost are introduced for the digital camera application.

Journal

  • ITE Technical Report

    ITE Technical Report 34.8 (0), 17-19, 2010

    The Institute of Image Information and Television Engineers

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