Title :
Frame rate up conversion of 3D video by motion and depth fusion
Author :
Yeejin Lee ; Zucheul Lee ; Nguyen, Truong Q.
Author_Institution :
ECE Dept., UCSD, La Jolla, CA, USA
Abstract :
This paper presents a new frame-rate up conversion method for video plus depth representation. The proposed method improves the quality of video using additional depth information. The depth information is utilized in three ways to improve the accuracy of motion estimation. One usage is that depth frame is added in block matching criterion to estimate initial motion. Another usage is to detect object boundary region combining depth value variation and local depth distribution adjustment technique. Finally, motion vector field is refined adaptively by segmenting macroblocks into object regions. Any existing block-based motion-compensated frame interpolation methods may utilize our method to refine motion vector field by using depth frames. Experimental results verify that the proposed method outperforms the conventional motion-compensated frame interpolation algorithms, while preserving object structure.
Keywords :
image fusion; image matching; image representation; image segmentation; interpolation; motion compensation; motion estimation; object detection; video signal processing; 3D video; block matching criterion; block-based motion-compensated frame interpolation methods; depth frame; depth information; depth value variation; frame-rate up conversion method; local depth distribution adjustment technique; macroblock segmentation; motion estimation; motion vector field; motion-depth fusion; object boundary region detection; object regions; object structure; video plus depth representation; video quality; Accuracy; Interpolation; Motion estimation; Motion segmentation; PSNR; Three-dimensional displays; Vectors; 3D video; frame-rate up conversion(FRUC); motion vector refinement; motion-compensated frame interpolation(MCFI); video plus depth representation;
Conference_Titel :
IVMSP Workshop, 2013 IEEE 11th
Conference_Location :
Seoul
DOI :
10.1109/IVMSPW.2013.6611897