A directional & adaptive diamond search by adaptive pattern switching with a predicted motion vector

被引:3
作者
Kim, Jong-Ho
Kim, Byung-Gyu
Song, Suk-Kyu
Cho, Chang-Sik
机构
来源
2006 IEEE International Conference on Image Processing, ICIP 2006, Proceedings | 2006年
关键词
video coding; video signal processing; pattern matching;
D O I
10.1109/ICIP.2006.312899
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We propose a simple fast block-matching algorithm (BMA) based on the direction of the predicted motion vector called directional & adaptive diamond search by adaptive pattern switching (DADS-APS). The proposal method has two sequential search steps, including 1) an initial search, and 2) a refinement search for the local area. Adaptive pattern switching (APS) is proposed for the initial search and a unit-size rood pattern is used for the refinement. The initial search step consists of pattern size determination and selection of a pattern shape. We use an adaptive pattern size that is adjusted by the amount of motion. This method is superior to a fixed-pattern size algorithm, regardless of the amount of motion. In video sequences, each motion has a unique direction. Using this property, we use adaptive pattern switching between ARPS and DADS. APS considers the motion direction so we can easily and correctly find the minimal matching error (MME) point with less error distortion. APS can thus reduce the number of poorly related search points. Analysis shows that DADS-APS exhibits good PSNR performance and the average number of search points compares favorably with other methods.
引用
收藏
页码:2357 / 2360
页数:4
相关论文
共 50 条
[41]   Adaptive Motion Vector Resolution Based on the Rate-Distortion Cost and Coding Unit Depth [J].
Cho, Yeon-Jea ;
Ko, Jung-Hoon ;
Yu, Hyeong-Geun ;
Lee, Jai-Hoon ;
Park, Dong-Jo ;
Jun, Sung-Ho .
SOUVENIR OF THE 2014 IEEE INTERNATIONAL ADVANCE COMPUTING CONFERENCE (IACC), 2014, :1000-1003
[42]   Adaptive-centre candidate decimation distance-dependent thresholding search for motion estimation [J].
Sorwar, G .
THIRD INTERNATIONAL CONFERENCE ON INFORMATION TECHNOLOGY AND APPLICATIONS, VOL 1, PROCEEDINGS, 2005, :674-679
[43]   Adaptive search range adjustment scheme for fast motion estimation in AVC/H.264 [J].
Lee, Sunyoung ;
Choi, Kiho ;
Jang, Euee S. .
OPTICAL ENGINEERING, 2011, 50 (06)
[44]   Robust and computationally efficient online image stabilisation framework based on adaptive dual motion vector integration [J].
Yousaf, Adeel ;
Hanif, Muhammad Shehzad ;
Khan, Muhammad Jaleed ;
Iqbal, Mahboob ;
Khurshid, Khurram .
IET COMPUTER VISION, 2019, 13 (05) :461-468
[45]   A fully adaptive distance-dependent thresholding search (FADTS) algorithm for performance-management motion estimation [J].
Sorwar, Golam ;
Murshed, Manzur ;
Dooley, Laurence S. .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2007, 17 (04) :429-440
[46]   Adaptive order search and tangent-weighted trade-off for motion estimation in H.264 [J].
Bachu, Srinivas ;
Achari, K. Manjunath .
JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES, 2018, 30 (02) :249-258
[47]   Adaptive multi-reference downhill simplex search based on spatial-temporal motion smoothness criterion [J].
Pan, Wei-Hau ;
Chiang, Chen-Kuo ;
Lai, Shang-Hong .
2007 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOL I, PTS 1-3, PROCEEDINGS, 2007, :1181-1184
[48]   Adaptive search range decision and early termination for multiple reference frame motion estimation for H.264 [J].
Li, GL ;
Chen, MJ .
IEICE TRANSACTIONS ON COMMUNICATIONS, 2006, E89B (01) :250-253
[49]   Tools for Video Coding Beyond HEVC: Flexible Partitioning, Motion Vector Coding, Luma Adaptive Quantization, and Improved Deblocking [J].
Misra, Kiran ;
Segall, Andrew ;
Bossen, Frank .
IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, 2020, 30 (05) :1361-1373
[50]   Adaptive Search Area Selection of Variable Block-Size Motion Estimation of H.264/AVC Video Coding Standard [J].
Sarwer, Mohammed Golam ;
Wu, Q. M. Jonathan .
2009 11TH IEEE INTERNATIONAL SYMPOSIUM ON MULTIMEDIA (ISM 2009), 2009, :100-105