Adaptive frame rate up-conversion based on motion classification
Signal Processing
A spatio-temporal auto regressive model for frame rate upconversion
IEEE Transactions on Circuits and Systems for Video Technology
IEEE Transactions on Image Processing
Fast one-pass motion compensated frame interpolation in high-definition video processing
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Fast frame-rate up-conversion of depth video via video coding
MM '11 Proceedings of the 19th ACM international conference on Multimedia
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Frame rate up-conversion is a postprocessing tool to convert the frame rate from a lower number to a higher one. It is a useful technique for a lot of practical applications, such as display format conversion, low bit rate video coding and slow motion playback. Unlike traditional approaches, such as frame repetition or linear frame interpolation, motion-compensated frame interpolation (MCFI) technique is more efficient since it takes block motion into account. In this paper, by considering the deficiencies of previous works, new criteria and coding schemes for improving motion derivation and interpolation processes are proposed. Next, for video coding applications, adaptive frame skip is executed at the encoder side to maximize the power of MCFI so that the quality of interpolated frames is guaranteed. Experimental results show that our proposal effectively enhances the overall quality of the frame rate up-converted video sequence, both subjectively and objectively.