Biologically motivated vergence control system using human-like selective attention model

被引:33
作者
Choi, SB
Jung, BS
Ban, SW
Niitsuma, H
Lee, M
机构
[1] Kyungpook Natl Univ, Sch Elect & Elect Engn, Taegu 702701, South Korea
[2] Kyungpook Natl Univ, Dept Sensor Engn, Taejon, South Korea
关键词
selective attention model; vergence control; stereo vision; independent component analysis;
D O I
10.1016/j.neucom.2004.12.012
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 new human-like vergence control method for an active stereo vision system. The proposed system uses a selective attention model to localize in interesting area in each camera. The selected object area in the master camera is compared with that in the slave camera to identify whether the two cameras find a same landmark. If the left and right cameras successfully find a same landmark, the implemented active vision system with two cameras focuses oil the landmark. Using the motor encoder information, we can detect depth information automatically. Computer simulation and experimental results show that the proposed vergence control method is very effective in implementing the human-like active stereo vision system. (c) 2005 Elsevier B.V. All rights reserved.
引用
收藏
页码:537 / 558
页数:22
相关论文
共 22 条
[1]  
ABBOTT AL, 1988, IEEE INT C COMPUTER, V45, P532
[2]  
BARLOW HB, 1992, OPTICAL SOC AM TECHN, V23, P172
[3]  
BATISTA J, IEEE INT C ROB AUT, V4, P3209
[4]   The ''independent components'' of natural scenes are edge filters [J].
Bell, AJ ;
Sejnowski, TJ .
VISION RESEARCH, 1997, 37 (23) :3327-3338
[5]  
BERNARDINO A, 1996, IEEE RSJ INT C INT R, V3, P1264
[6]  
CONRADT J, 2002, SALIENCY MAPS OPERAT
[7]   Comparative analysis of fuzzy ART and ART-2A network clustering performance [J].
Frank, T ;
Kraiss, KF ;
Kuhlen, T .
IEEE TRANSACTIONS ON NEURAL NETWORKS, 1998, 9 (03) :544-559
[8]  
GOLDSTEIN EB, 1995, SENSATION PERCEPTION
[9]  
Gonzalez R., 2019, Digital Image Processing, V2nd
[10]   STATIC BEHAVIOR OF ACCOMMODATION AND VERGENCE - COMPUTER-SIMULATION OF AN INTERACTIVE DUAL-FEEDBACK SYSTEM [J].
HUNG, GK ;
SEMMLOW, JL .
IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING, 1980, 27 (08) :439-447