کد مقاله کد نشریه سال انتشار مقاله انگلیسی نسخه تمام متن
536383 870505 2014 11 صفحه PDF دانلود رایگان
عنوان انگلیسی مقاله ISI
Recovery and localization of handwritings by a camera-pen based on tracking and document image retrieval
ترجمه فارسی عنوان
بازیابی و محلی سازی دست خط با استفاده از قلم دوربین بر اساس ردیابی و بازیابی تصویر سند
موضوعات مرتبط
مهندسی و علوم پایه مهندسی کامپیوتر چشم انداز کامپیوتر و تشخیص الگو
چکیده انگلیسی

We propose a camera-based method for digital recovery of handwritings on ordinary paper. Our method is characterized by the following two points: (1) it requires no special device such as special paper other than a camera-pen to recover handwritings, (2) if the handwriting is on a printed document, the method is capable of localizing it onto an electronic equivalent of the printed document. The above points are enabled by the following processing. The handwriting is recovered by the LK tracking to trace the move of the pen-tip. The recovered shape is localized onto the corresponding part of the electronic document with the help of document image retrieval called LLAH (locally likely arrangement hashing). A new framework for stably estimating the homography from a camera-captured image to the corresponding electronic document allows us to localize the recovered handwritings accurately. We experimentally evaluate the accuracy, processing time and memory usage of the proposed method using 30 handwritings. From the comparison to other methods that implement alternative ways for realizing the same functionality, we have confirmed that the proposed method is superior to those other methods.


► A camera-pen that works on ordinary paper is proposed.
► The LK tracking enables us to recover the handwriting smoothly.
► The document image retrieval LLAH is employed to localize the handwriting.
► A robust estimation of homography enables us stable recover of the handwriting.

ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Pattern Recognition Letters - Volume 35, 1 January 2014, Pages 214–224
نویسندگان
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