Fast motion estimation using spatio temporal filtering

被引:0
|
作者
Bruni, V. [1 ]
De Canditiis, D. [1 ]
Vitulano, D. [1 ]
机构
[1] CNR, Ist Applicaz Calcolo M Picone, I-00161 Rome, Italy
来源
IMAGE ANALYSIS AND RECOGNITION, PT 1 | 2006年 / 4141卷
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper a fast algorithm for motion estimation is presented. It models the temporal averaging of a group of frames as the spatial filtering of the reference one with a suitable Dirac comb function. This equality allows us to estimate a constant affine motion by comparing the phases of the FFT. Experimental results show that the proposed algorithm outperforms the available fast motion estimation techniques in terms of both quality and computational effort.
引用
收藏
页码:755 / 766
页数:12
相关论文
共 50 条
  • [31] Fast dynamic texture recognition based on block estimation and axial spatio-temporal motion vector components
    Ikram Bida
    Saliha Aouat
    Signal, Image and Video Processing, 2023, 17 : 1511 - 1519
  • [32] Fast dynamic texture recognition based on block estimation and axial spatio-temporal motion vector components
    Bida, Ikram
    Aouat, Saliha
    SIGNAL IMAGE AND VIDEO PROCESSING, 2023, 17 (04) : 1511 - 1519
  • [33] Motion compensated spatio-temporal filtering of cardiac gated SPECT images
    Marin, Thibault
    Wernick, Miles N.
    Yang, Yongyi
    Brankov, Jovan G.
    2008 IEEE NUCLEAR SCIENCE SYMPOSIUM AND MEDICAL IMAGING CONFERENCE (2008 NSS/MIC), VOLS 1-9, 2009, : 3009 - 3012
  • [34] Fast Motion State Estimation Based on Point Cloud by Combing Deep Learning and Spatio-Temporal Constraints
    Wu, Sidong
    Ren, Liuquan
    Zhu, Enzhi
    APPLIED SCIENCES-BASEL, 2024, 14 (19):
  • [35] Motion vector estimation using spatio-temporal prediction and its application to video coding
    Armitano, RM
    Schafer, RW
    Kitson, FL
    Bhaskaran, V
    DIGITAL VIDEO COMPRESSION: ALGORITHMS AND TECHNOLOGIES 1996, 1996, 2668 : 290 - 301
  • [36] Spatio-temporal motion estimation using the Wigner-Ville distribution and the Hough transform
    Carranza-Herrezuelo, N.
    Gil-Rodrigo, E.
    Cristobal, G.
    Ledesma-Carbayoo, M. J.
    Santos, A.
    PERCEPTION, 2007, 36 : 214 - 214
  • [37] A fast motion estimation using prediction of motion estimation error
    Kang, HS
    Park, SM
    Lee, SW
    Choi, JG
    Yun, BJ
    KNOWLEDGE-BASED INTELLIGENT INFORMATION AND ENGINEERING SYSTEMS, PT 2, PROCEEDINGS, 2004, 3214 : 253 - 260
  • [38] Temporal motion prediction for fast motion estimation in multiple reference frames
    Rao, G. Nageswara
    Gupta, P. S. S. B. K.
    2006 IEEE INTERNATIONAL SYMPOSIUM ON SIGNAL PROCESSING AND INFORMATION TECHNOLOGY, VOLS 1 AND 2, 2006, : 817 - +
  • [39] Fast motion estimation based on the special and temporal characteristic
    Liu, Long
    Song, Qi-Jun
    Zhao, Tai-Fei
    Yuan, Xiang-Hui
    Tongxin Xuebao/Journal on Communications, 2013, 34 (01): : 121 - 127
  • [40] Spatio-Temporal Branching for Motion Prediction using Motion Increments
    Wang, Jiexin
    Zhou, Yujie
    Qiang, Wenwen
    Ba, Ying
    Su, Bing
    Wen, Ji-Rong
    PROCEEDINGS OF THE 31ST ACM INTERNATIONAL CONFERENCE ON MULTIMEDIA, MM 2023, 2023, : 4290 - 4299