A fast incremental approach for accurate measurement of the displacement field

Azeddine Beghdadi*, Mostefa Mesbah, Jerôme Monteil

*المؤلف المقابل لهذا العمل

نتاج البحث: المساهمة في مجلةArticleمراجعة النظراء

8 اقتباسات (Scopus)

ملخص

A fast method for accurate measurement of displacement field that combines template matching and differential techniques is proposed. This method, which is able to deal with the problems of non-rigid object movement as well as large inter frame displacements, operates in three steps. First, a sparse displacement field is obtained by a classic template matching technique. Then, this information is propagated through the overall image to obtain a dense displacement field. Finally, this field is considered as approximate solution before the use of classical differential technique for optical flow estimation. To illustrate the efficiency of the proposed procedure, a number of experimental results using both synthetic and real images are presented and discussed. The results show significant improvement over those obtained using standard multigrid approaches, especially in the cases of textured, very structured images or large inter frame displacements.

اللغة الأصليةEnglish
الصفحات (من إلى)383-399
عدد الصفحات17
دوريةImage and Vision Computing
مستوى الصوت21
رقم الإصدار4
المعرِّفات الرقمية للأشياء
حالة النشرPublished - أبريل 1 2003
منشور خارجيًانعم

ASJC Scopus subject areas

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