Title :
A content adaptive de-interlacing algorithm [video signal processing applications]
Author :
Chong, Tak-Song ; Au, Oscar C. ; Chau, Wing-San ; Chan, Tai-Wai
Author_Institution :
Dept. of Electr. & Electron. Eng., Hong Kong Univ. of Sci. & Technol., China
Abstract :
This paper proposed a content adaptive de-interlacing algorithm (CADI) for conversion of interlaced video to progressive video. The proposed CADI algorithm interpolates the missing field based on the local image characteristics (smooth, horizontal edge, vertical edge and texture) and chooses the most appropriate de-interlacing algorithm. In addition, a novel vector matching algorithm is introduced for interpolating missing pixels in the horizontal edge region. It has three features to increase the accuracy of estimating edge directions: an adaptive search range for different edge orientations, combining consecutive pixels for directional correlation estimation within the same edge region and consistency checking along the candidate directions. Experimental results show that the proposed CADI algorithm outperforms existing algorithms in various video sequences, and produces high quality de-interlaced frames.
Keywords :
correlation methods; edge detection; image texture; interpolation; video signal processing; CADI; candidate directions consistency checking; consecutive pixel combining; content adaptive de-interlacing algorithm; directional correlation estimation; edge orientation adaptive search range; horizontal edge detector; interlaced video; missing field interpolation; missing pixel interpolation; progressive video; texture detector; vector matching; vertical edge detection; video format conversion; Bandwidth; Current measurement; Frequency estimation; Gold; Image converters; Internet; Paper technology; Pixel; TV; Video sequences;
Conference_Titel :
Circuits and Systems, 2005. ISCAS 2005. IEEE International Symposium on
Print_ISBN :
0-7803-8834-8
DOI :
10.1109/ISCAS.2005.1465737