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Online handwritten shape recognition using segmental hidden Markov models.(Author abstract)

Artieres, Thierry ; Marukatat, Sanparith ; Gallinari, Patrick

IEEE Transactions on Pattern Analysis and Machine Intelligence, Feb, 2007, Vol.29(2), p.205(13) [Tạp chí có phản biện]

ISSN: 0162-8828

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  • Nhan đề:
    Online handwritten shape recognition using segmental hidden Markov models.(Author abstract)
  • Tác giả: Artieres, Thierry ; Marukatat, Sanparith ; Gallinari, Patrick
  • Chủ đề: Markov Processes -- Usage ; Graphical User Interfaces -- Analysis ; Graphic Methods -- Usage
  • Là 1 phần của: IEEE Transactions on Pattern Analysis and Machine Intelligence, Feb, 2007, Vol.29(2), p.205(13)
  • Mô tả: We investigate a new approach for online handwritten shape recognition. Interesting features of this approach include learning without manual tuning, learning from very few training samples, incremental learning of characters, and adaptation to the userspecific needs. The proposed system can deal with two-dimensional graphical shapes such as Latin and Asian characters, command gestures, symbols, small drawings, and geometric shapes. It can be used as a building block for a series of recognition tasks with many applications. Index Terms--Two-dimensional shape recognition, online handwriting, gesture recognition, graphics recognition, pen-based interface, user-centric interface.
  • Ngôn ngữ: English
  • Số nhận dạng: ISSN: 0162-8828

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