Morphological surface profile extraction with multiple range sensors

被引:9
作者
Barshan, B [1 ]
Baskent, D [1 ]
机构
[1] Bilkent Univ, Dept Elect Engn, TR-06533 Ankara, Turkey
关键词
morphogical processing; range sensing; feature extraction; surface profile extraction; map building; pattern analysis;
D O I
10.1016/S0031-3203(00)00083-2
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
A novel method is described for surface profile extraction based on morphological processing of multiple range sensor data. The approach taken is extremely flexible and robust, in addition to being simple and straightforward. It can deal with arbitrary numbers and configurations of sensors as well as synthetic arrays. The method has the intrinsic ability to suppl css spurious readings, crosstalk, and higher-order reflections, and process multiple reflections informatively. The performance of the method is investigated by analyzing its dependence on surface structure and distance, sensor beamwidth, and noise on the time-of-flight measurements. (C) 2001 Pattern Recognition Society. Published by Elsevier Science Ltd. All rights reserved.
引用
收藏
页码:1459 / 1467
页数:9
相关论文
共 18 条
[1]  
[Anonymous], 1993, Digital Image Processing Algorithms
[2]   Comparison of two methods of surface profile extraction from multiple ultrasonic range measurements [J].
Barshan, B ;
Baskent, D .
MEASUREMENT SCIENCE AND TECHNOLOGY, 2000, 11 (06) :833-844
[3]   DIFFERENTIATING SONAR REFLECTIONS FROM CORNERS AND PLANES BY EMPLOYING AN INTELLIGENT SENSOR [J].
BARSHAN, B ;
KUC, R .
IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1990, 12 (06) :560-569
[4]   Surface profile determination from multiple sonar data using morphological processing [J].
Baskent, D ;
Barshan, B .
INTERNATIONAL JOURNAL OF ROBOTICS RESEARCH, 1999, 18 (08) :788-808
[5]  
BASKENT D, 1998, THESIS BILKENT U ANK
[6]   Segmentation of plants and weeds for a precision crop protection robot using infrared images [J].
Brivot, R ;
Marchant, JA .
IEE PROCEEDINGS-VISION IMAGE AND SIGNAL PROCESSING, 1996, 143 (02) :118-124
[8]   Target recognition in a cluttered scene using mathematical morphology [J].
Cardillo, J ;
SidAhmed, MA .
PATTERN RECOGNITION, 1996, 29 (01) :27-49
[9]  
DOUGHERTY ER, 1992, INTRO MORPHOLOGICAL
[10]   HISTOGRAM-BASED MORPHOLOGICAL EDGE DETECTOR [J].
KRISHNAMURTHY, S ;
IYENGAR, SS ;
HOLYER, RJ ;
LYBANON, M .
IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, 1994, 32 (04) :759-767