Title :
Frame rate up-conversion based on matching classification and dominant object tracking
Author :
Zhang, Zhilong ; Liu, Danpu ; Wu, Huarui
Author_Institution :
Key Lab. of Universal Wireless Commun., Beijing Univ. of Posts & Telecommun., Beijing, China
Abstract :
Frame rate up-conversion (FRUC) is effective to enhance video quality at LCD TV. In this paper, a new method based on matching classification and dominant objects tracking is proposed. Blocks to be interpolated are classified into 4 types: matched, unmatched, uncertain and unrelated according to the results of bilateral block matching. Dominant object tracking helps to refine the results. Then an adaptive median motion vector (MV) filter based on the classification results is employed to smooth the MV field. Empirical results show that the proposed method provides high quality MV field and improves the performance of FRUC.
Keywords :
adaptive filters; image classification; image matching; image motion analysis; liquid crystal displays; median filters; television displays; video signal processing; LCD TV; adaptive median motion vector filter; bilateral block matching; dominant object tracking; frame rate upconversion; interpolation; matching classification; video quality; Adaptive filters; Agriculture; Cameras; Costs; Forestry; Interpolation; Laboratories; Motion estimation; TV; Wireless communication; Dominant Object; FRUC; Matching Classification; biME;
Conference_Titel :
Network Infrastructure and Digital Content, 2009. IC-NIDC 2009. IEEE International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4244-4898-2
Electronic_ISBN :
978-1-4244-4900-6
DOI :
10.1109/ICNIDC.2009.5360884