کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
10361538 | 870361 | 2005 | 12 صفحه PDF | دانلود رایگان |
عنوان انگلیسی مقاله ISI
A new scheme for extraction of affine invariant descriptor and affine motion estimation based on independent component analysis
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کلمات کلیدی
موضوعات مرتبط
مهندسی و علوم پایه
مهندسی کامپیوتر
چشم انداز کامپیوتر و تشخیص الگو
پیش نمایش صفحه اول مقاله
![عکس صفحه اول مقاله: A new scheme for extraction of affine invariant descriptor and affine motion estimation based on independent component analysis A new scheme for extraction of affine invariant descriptor and affine motion estimation based on independent component analysis](/preview/png/10361538.png)
چکیده انگلیسی
This paper proposes a new scheme based on independent component analysis (ICA) for object recognition with affine transformation and for affine motion estimation between video frames. For different affine shapes of a recognized object, an invariant descriptor can be extracted by ICA, and it can solve some object recognition problems. This method also can be used to estimate the affine motion between two frames, which is important in high compression rate coding such as MPEG4 or MPEG7 standard. Simulation results show that the proposed method has a better performance than other traditional methods in pattern recognition and affine motion estimation.
ناشر
Database: Elsevier - ScienceDirect (ساینس دایرکت)
Journal: Pattern Recognition Letters - Volume 26, Issue 9, 1 July 2005, Pages 1244-1255
Journal: Pattern Recognition Letters - Volume 26, Issue 9, 1 July 2005, Pages 1244-1255
نویسندگان
Xuming Huang, Bin Wang, Liming Zhang,