Paper Info
Title
Motion-Compensated Frame Interpolation For Multiview Video Using Inter-View And Intra-View Correlations
Abstract
A motion-compensated frame interpolation (MCFI) algorithm for multiview video based on inter-view and intra-view correlations is proposed in this paper. First, unidirectional motion estimation (ME) is implemented to obtain forward and backward motion vector fields (MVFs). Subsequently, occlusion blocks in previous and current frames are detected. Then, an inter-view-correlation based method is adopted for occlusion handling. After that, the motion vector (MV) outliers are detected and corrected by considering spatial, color and depth information of current viewpoint video. Finally, MVs are assigned to the interpolated frame for frame reconstruction. Experimental results demonstrate that the proposed algorithm provides better performance than existing 2D and 3D video MCFI methods.
Year
Venue
Keywords
2017
2017 24TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP)
Motion-compensated frame interpolation (MCFI), frame rate up-conversion (FRUC), multiview video, occlusion handling, motion vector processing
Field
DocType
ISSN
Computer vision,Anomaly detection,Pattern recognition,Computer science,Interpolation,Outlier,Correlation,Artificial intelligence,Motion interpolation,Motion estimation,Motion vector
Conference
1522-4880
Citations 
PageRank 
References 
0
0.34
0
Authors
5
Name
Order
Citations
PageRank
Xiaohui Yang1209.76
Zhiquan Feng23613.73
Tao Xu3284.37
Haokui Tang4143.77
Yan Jiang500.68