A method for motion adaptive frame rate up-conversion

被引:83
作者
Castagno, R
Haavisto, P
Ramponi, G
机构
[1] UNIV TRIESTE,DEEI,TRIESTE,ITALY
[2] NOKIA RES CTR,TAMPERE,FINLAND
关键词
D O I
10.1109/76.538926
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
A frame interpolation algorithm for frame rate up-conversion of progressive image sequences is proposed. The algorithm is based on simple motion compensation and linear interpolation, A motion vector is searched for each pixel in the interpolated image and the resulting motion field is median filtered to remove inconsistent vectors, Averaging along the motion trajectory is used to produce the interpolated pixel values, The main novelty of the proposed method is the motion compensation algorithm which has been designed with low computational complexity as an important criterion. Subsampled blocks are used in block matching and the vector search range is constrained to the most likely motion vectors, Simulation results show that good visual quality has been obtained with moderate complexity, The algorithm has been designed mainly for 50 Hz to 75 Hz frame rate up-conversion with applications in a multimedia environment, but it can also be used in advanced television receivers to remove artifacts due to low scan rate.
引用
收藏
页码:436 / 446
页数:11
相关论文
共 24 条
[1]   VECTOR MEDIAN FILTERS [J].
ASTOLA, J ;
HAAVISTO, P ;
NEUVO, Y .
PROCEEDINGS OF THE IEEE, 1990, 78 (04) :678-689
[2]   MOTION COMPENSATING FIELD INTERPOLATION USING A HIERARCHICALLY STRUCTURED DISPLACEMENT ESTIMATOR [J].
BIERLING, M ;
THOMA, R .
SIGNAL PROCESSING, 1986, 11 (04) :387-404
[3]  
CAPODIFERRO L, 1989, P 3 INT WORKSH HDTV, V2, P677
[4]  
DOYLE T, 1988, P 2 INT WORKSH HDTV
[5]  
DUBOIS E, 1994, SIGNAL PROCESS-IMAGE, V6, P189
[6]  
FERNANDO GMX, 1988, P 2 INT WORKSH HDTV, P393
[7]   INTERLACE TO PROGRESSIVE SCAN CONVERTER FOR IDTV [J].
FILLIMAN, PD ;
CHRISTOPHER, TJ ;
KEEN, RT .
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 1992, 38 (03) :135-144
[8]  
FOK TH, 1994, P ICIP 1994, V3, P741
[9]   FRACTIONAL FRAME RATE UPCONVERSION USING WEIGHTED MEDIAN FILTERS [J].
HAAVISTO, P ;
JUHOLA, J ;
NEUVO, Y .
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 1989, 35 (03) :272-278
[10]   MOTION ADAPTIVE SCAN RATE UP-CONVERSION [J].
HAAVISTO, P ;
NEUVO, Y ;
JUHOLA, J .
MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING, 1992, 3 (2-3) :113-130