A LIP-TRACKING SYSTEM BASED ON MORPHOLOGICAL PROCESSING AND BLOCK MATCHING TECHNIQUES

被引:3
|
作者
MAK, MW [1 ]
ALLEN, WG [1 ]
机构
[1] NORTHUMBRIA UNIV,DEPT ELECT ELECTR ENGN & PHYS,NEWCASTLE NE1 8ST,ENGLAND
关键词
LIP-READING; MORPHOLOGICAL IMAGE PROCESSING; BLOCK MATCHING ALGORITHM; MOTION VECTOR; MOTION ESTIMATION; ARTICULATORY DYNAMICS; SPEECH SEGMENTATION;
D O I
10.1016/0923-5965(94)90019-1
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
This paper describes the application of image processing techniques in extracting the lip kinematics parameters (velocity and displacement) from image sequences. The centres of the lips are located by morphological image processing and cluster analysis. The motion of the lips is determined by a block matching algorithm. The paper presents a modified block matching algorithm which solves the problems caused by uniform shading and texture. The paper also describes a method which transforms the motion vectors into lip velocities and displacements. Moreover, the correlation between the lip information and the speech signals is demonstrated. Finally, the paper explains how the lip-tracking system can be applied to speech segmentation. The principal results show that lip information alone is not sufficient for speech segmentation. However, lip information may assist an audio speech segmentation system if the speech signals are corrupted by noise.
引用
收藏
页码:335 / 348
页数:14
相关论文
共 50 条
  • [1] Stereo vision lip-tracking for audio-video speech processing
    Goecke, R
    Millar, JB
    Zelinsky, A
    Robert-Ribes, J
    [J]. 2001 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I-VI, PROCEEDINGS: VOL I: SPEECH PROCESSING 1; VOL II: SPEECH PROCESSING 2 IND TECHNOL TRACK DESIGN & IMPLEMENTATION OF SIGNAL PROCESSING SYSTEMS NEURALNETWORKS FOR SIGNAL PROCESSING; VOL III: IMAGE & MULTIDIMENSIONAL SIGNAL PROCESSING MULTIMEDIA SIGNAL PROCESSING - VOL IV: SIGNAL PROCESSING FOR COMMUNICATIONS; VOL V: SIGNAL PROCESSING EDUCATION SENSOR ARRAY & MULTICHANNEL SIGNAL PROCESSING AUDIO & ELECTROACOUSTICS; VOL VI: SIGNAL PROCESSING THEORY & METHODS STUDENT FORUM, 2001, : 4030 - 4030
  • [2] Rain clouds tracking with radar image processing based on morphological skeleton matching
    Barbaresco, F
    Monnier, B
    [J]. 2001 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL I, PROCEEDINGS, 2001, : 830 - 833
  • [3] Performance of reference block updating techniques when tracking with the block matching algorithm
    Haworth, C
    Peacock, AM
    Renshaw, D
    [J]. 2001 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL I, PROCEEDINGS, 2001, : 365 - 368
  • [4] Object tracking based on morphological elastic graph matching
    Stamou, GN
    Nikolaidis, N
    Pitas, I
    [J]. 2005 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP), VOLS 1-5, 2005, : 177 - 180
  • [5] Adaptive Template Block-based Block Matching for Object Tracking
    Hu, Wu-Chih
    [J]. ISDA 2008: EIGHTH INTERNATIONAL CONFERENCE ON INTELLIGENT SYSTEMS DESIGN AND APPLICATIONS, VOL 1, PROCEEDINGS, 2008, : 61 - 64
  • [6] The modified block matching algorithm for a hand tracking of an HCI system
    Kim, JO
    Chang, HJ
    Chung, CH
    [J]. COMPUTATIONAL SCIENCE AND ITS APPLICATIONS - ICCSA 2003, PT 2, PROCEEDINGS, 2003, 2668 : 383 - 390
  • [7] Object Tracking using Motion Estimation based on Block Matching Algorithm
    Sri, M. Sushma
    Naik, B. Rajendra
    Jayasankar, K.
    [J]. PROCEEDINGS OF THE 5TH INTERNATIONAL CONFERENCE ON INVENTIVE COMPUTATION TECHNOLOGIES (ICICT-2020), 2020, : 519 - 522
  • [8] A novel fast object tracking method based on hierarchical block matching
    [J]. 2017, Institute of Electrical and Electronics Engineers Inc., United States
  • [9] Development of a Learning Based Block Matching Algorithm for Ultrasound Tracking in Radiotherapy
    Shepard, A.
    Bednarz, B.
    [J]. MEDICAL PHYSICS, 2016, 43 (06) : 3635 - 3635
  • [10] A hand tracking for a human computer interaction system by the modified block matching algorithm
    Kim, JO
    [J]. COMPUTATIONAL SCIENCE - ICCS 2003, PT I, PROCEEDINGS, 2003, 2657 : 619 - 628