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http://dx.doi.org/10.9723/jksiis.2017.22.3.039

Method for Determining Variable-Block Size of Depth Picture for Plane Coding  

Kwon, Soon-Kak (동의대학교 컴퓨터소프트웨어공학과)
Lee, Dong-Seok (동의대학교 컴퓨터소프트웨어공학과)
Publication Information
Journal of Korea Society of Industrial Information Systems / v.22, no.3, 2017 , pp. 39-47 More about this Journal
Abstract
The Depth Picture can be Encoded by the Plane Coding Mode that is the Method for Coding Mode by Considering a Part of the Picture as the Plane. In this Paper, we Propose the Method of Determining the Variable-sized Block for Variable Block Coding in the Plane Coding Mode for the Depth Picture. The Depth Picture Can be Encoded in the Plane Coding Through Estimating the Plane Which is Close to Pixels in the Block Using Depth Information. The Variable-sized Block Coding in the Plane Coding can be Applied as Follows. It Calculates the Prediction Error between Predicted Depths by the Plane Estimation and the Measured Depths. If Prediction Error is Below the Threshold, the Block is Encoded by Current Size. Otherwise, it Divides the Block and Repeats Above. If the Block is Divided Below the Minimum Size, the Block is not Encoded by the Plane Coding Mode. The Result of the Simulation of the Proposed Method Shows that the Number of Encoded Block is Reduced to 19% as Compared with the Method Using the Fixed-sized Block in the Depth Picture Composed of one Plane.
Keywords
Depth Image Coding; Plane Estimation; Variable-sized Block Coding;
Citations & Related Records
Times Cited By KSCI : 7  (Citation Analysis)
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1 Kwon S. K. and Jang W. S., "Zoom Motion Estimation Method Using Variable Block-Size," Journal Of Broadcast Engineering, Vol. 19, No. 6, 2014, pp. 916-924.   DOI
2 Hartley R. and Zisserman A., "Multiple View Geometry in Computer Vision," Cambridge University Press, Cambridge, UK, 2008.
3 Kim S. Y., Yoon C. Y., and Yu E. J., “A Study on the Development of Learning Contents of Augmented Reality by Perception Rate and Speeding,” The Journal of Internet Electronic Commerce Research, Vol. 14, No. 4, pp. 313-333, 2014.
4 Kim S. Y. and Lee S. M., “Implementation of an Image Board Remote Control System Using PDA Based on Embedded Linux in Wireless Internet,” The Journal of Information Systems, Vol. 17, No. 1, pp. 155-171, 2008.   DOI
5 Lee D. S. and Kwon S. K., "A Recognition Method for Moving Objects Using Depth and Color Information," Journal of Korea Multimedia Society, Vol. 19, No. 4, 2016, pp. 681-688.   DOI
6 Zollhoefer M., Martinek M., Greiner G., Stamminger M., and Suessmuth J., "Automatic Reconstruction of Personalized Avatars from 3d Face Scans," Computer Animation and Virtual Worlds, Vol. 22, No. 2-3, 2011, pp. 195-202.   DOI
7 Kwon S. K and Lee D. S. "Soon-Kak Kwon, Dong-Seok Lee. (2015). Correction of Perspective Distortion Image Using Depth Information," Journal of Korea Multimedia Society, Vol. 18, No. 2, 2015, pp. 106-112.   DOI
8 Preis J., Kessel M., Werner M., and Linnhoff-Popien C. L., "Gait Recognition with Kinect," Proceeding of the First Workshop on Kinect in Pervasive Computing, 2012, pp. P1-P4.
9 Salinas R. M., Medina-Carnicer R., Madrid-Cuevas F. J., and Carmona-Poyato A., "Depth Silhouettes for Gesture Recognition," Pattern Recognition Letters, Vol. 29, No. 3, 2008, pp. 319-329.   DOI
10 Suryanarayan P., Subramanian A., and Mandalapu D., "Dynamic Hand Pose Recognition Using Depth Data," Proceeding of 20th International Conference on Pattern Recognition, 2010, pp. 3105-3108.
11 Tong J., Zhou J., Liu L., Pan Z., and Yan H., "Scanning 3D Full Human Bodies using Kinects," IEEE Transactions on Visualization and Computer Graphics, Vol. 18, No. 4, 2012, pp. 643-650.   DOI
12 Oh K. J., Vetro A., and Ho Y. S., "Depth Coding Using a Boundary Reconstruction Filter for 3-D Video Systems," IEEE Transactions on Circuits and Systems for Video Technology, Vol. 21, No. 3, 2011, pp. 350-359.   DOI
13 Jäger F., "Simplified Depth Map Intra Coding with An Optional Depth Lookup Table," Proceeding of 2012 International Conference on 3D Imaging, 2012, pp. 1-4.
14 Liu S., Lai P., Tian D., and Chen C. W., "New Depth Coding Techniques with Utilization of Corresponding Video," IEEE Transactions on Broadcasting, Vol. 57, No. 2, 2011, pp. 551-561.   DOI
15 Sullivan J. and Han W. J., "Overview of the High Efficiency Video Coding (HEVC) Standard," IEEE Transactions on Circuits and Systems for Video Technology, Vol. 22, No. 12, 2012, pp. 1649-1668.   DOI
16 Oh B. T., Lee J., and Park D. S., "Depth Map Coding Based on Synthesized View Distortion Function," IEEE Journal of Selected Topics in Signal Processing, Vol. 5, No. 7, 2011, pp. 1344-1352.   DOI
17 Park S. H. and Yoo J. S., "Depth Map Pre-processing Using Gaussian Mixture Model and Mean Shift Filter," Journal of the Korea Institute of Information and Communication Engineering, Vol. 15, No. 5, 2011, pp. 1155-1163.   DOI
18 Lee D. S. and Kwon S. K., "Improvement of Depth Video Coding by Plane Modeling," Journal of the Korea Industrial Information Systems Research, Vol. 21, No. 5, 2016, pp. 11-17.   DOI
19 Kwon S. K., Lee D. S., and Park Y. H., "Depth Video Coding Method for Spherical Object," Journal of Korea Multimedia Society, Vol. 19, No. 10, 2016. pp. 23-29.
20 Kwon S. K., Tamhankar A., and Rao K. R., "Overview of H.264/MPEG-4 Part 10," Journal of Visual Communications and Image Representation, Vol. 17, No. 2, 2006. pp. 186-216.   DOI
21 Fu C. H., Chan Y. L., and Siu W. C., "Fast Motion Estimation and Mode Decision for H.264 Reverse Transcoding," IEEE Transactions on Circuits and Systems for Video Technology, Vol. 42, No. 24, 2006, pp. 1685-1386.
22 Yin P. and Jill B., "Fast Mode Decision and Motion Estimation for H.264," IEEE Transactions on Circuits and Systems for Video Technology, Vol. 13, No. 2, 2003, pp. 1246-1249.
23 Wang X., Sun J., and Zheng S., "Variable Block Size Selection for a Transcoder Based on MB Movement Information," IEEE Transactions on Circuits and Systems for Video Technology, Vol. 17, No. 2, 2008, pp. 177-180.
24 Lin J. L., Chen Y. W., and Huang Y. W., "Motion Vector Coding in the HEVC Standard," IEEE Transactions on Circuits and Systems for Video Technology, Vol. 7, No. 6, 2013, pp. 957-968.