Measurement Error Model and Compensation Algorithm for Bionic Polarization Orientation

被引:5
作者
Fan, Ying [1 ]
Zhang, Lilian [1 ]
Fan, Chen [1 ]
He, Xiaofeng [1 ]
Hu, Xiaoping [1 ]
机构
[1] Natl Univ Def Technol, Coll Intelligence Sci & Technol, Changsha 410073, Peoples R China
基金
中国国家自然科学基金;
关键词
Image sensors; Measurement uncertainty; Measurement errors; Meteorology; Cameras; Polarization; Lenses; Division of focal plane (DoFP) polarization image sensor; error model; image processing; instantaneous field-of-view (IFOV) errors; polarization orientation; INTERPOLATION; DIVISION; DESIGN; PATTERNS; SKYLIGHT; AREA; SKY;
D O I
10.1109/TIM.2023.3277944
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
Division of focal plane (DoFP) polarization image sensors can obtain a complete set of polarization information at every image. Because of their high acquisition efficiency, these sensors are increasingly used in bionic polarization orientation. However, the resolution loss of image and instantaneous field-of-view (IFOV) errors of DoFP sensors will lead to measurement errors in polarization information, which will reduce the orientation accuracy of DoFP sensors. In this article, we reveal how these errors will affect the measurement accuracy of polarization information and orientation accuracy. The measurement error model of polarization information is then established, simulated, and analyzed. Finally, a compensation algorithm is proposed for the polarization orientation. The outdoor experimental results illustrate that the proposed method can effectively reduce the measurement errors of polarization information and improve orientation accuracy.
引用
收藏
页数:14
相关论文
共 37 条
[1]   Residual interpolation for division of focal plane polarization image sensors [J].
Ahmed, Ashfaq ;
Zhao, Xiaojin ;
Gruev, Viktor ;
Zhang, Junchao ;
Bermak, Amine .
OPTICS EXPRESS, 2017, 25 (09) :10651-10662
[2]   Design and implementation of a fuzzy area-based image-scaling technique [J].
Amanatiadis, Angelos ;
Andreadis, Ioannis ;
Konstantinidis, Konstantinos .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2008, 57 (08) :1504-1513
[3]   Multicamera polarized vision for the orientation with the skylight polarization patterns [J].
Fan, Chen ;
Hu, Xiaoping ;
He, Xiaofeng ;
Zhang, Lilian ;
Wang, Yujie .
OPTICAL ENGINEERING, 2018, 57 (04)
[4]   Biomimetic robot navigation [J].
Franz, MO ;
Mallot, HA .
ROBOTICS AND AUTONOMOUS SYSTEMS, 2000, 30 (1-2) :133-153
[5]   Nanodisplacement Measurements of Piezoelectric Flextensional Actuators Using a New Interferometry Homodyne Method [J].
Galeti, Jose H. ;
Higuti, Ricardo T. ;
Silva, Emilio C. N. ;
Kitano, Claudio .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2015, 64 (05) :1256-1265
[6]   Bilinear and bicubic interpolation methods for division of focal plane polarimeters [J].
Gao, Shengkui ;
Gruev, Viktor .
OPTICS EXPRESS, 2011, 19 (27) :26161-26173
[7]   Exploitation of enhanced fluorescence via cross-coupling principles toward the design of an optical integrated thin-film sensor for nanotechnology and biomedical applications [J].
Giakos, GC ;
Meehan, K ;
Tuma, M .
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2002, 51 (05) :970-975
[8]  
Gruev V., 2012, 2012 IEEE International Symposium on Circuits and Systems - ISCAS 2012, P3130, DOI 10.1109/ISCAS.2012.6271985
[9]   Dual-tier thin film polymer polarization imaging sensor [J].
Gruev, Viktor ;
Van der Spiegel, Jan ;
Engheta, Nader .
OPTICS EXPRESS, 2010, 18 (18) :19292-19303
[10]   Microstructure of a spatial map in the entorhinal cortex [J].
Hafting, T ;
Fyhn, M ;
Molden, S ;
Moser, MB ;
Moser, EI .
NATURE, 2005, 436 (7052) :801-806