Electronic Science and Technology ›› 2023, Vol. 36 ›› Issue (6): 8-15.doi: 10.16180/j.cnki.issn1007-7820.2023.06.002
Previous Articles Next Articles
YUAN Zhenbo,BAI Bo,ZHANG Xiaowei,LUO Liujun,SHANG Tao
Received:
2021-12-08
Online:
2023-06-15
Published:
2023-06-20
Supported by:
CLC Number:
YUAN Zhenbo,BAI Bo,ZHANG Xiaowei,LUO Liujun,SHANG Tao. Automatic Alignment System for Visible Light Communication Based on Image Processing[J].Electronic Science and Technology, 2023, 36(6): 8-15.
"
1.//打开/关闭自动增益选项,并设置自动增益的大小 2.sensor.set_auto_gain(False, gain_db = 0) 3.//是否自动设置曝光时间 4.sensor.set_auto_exposure(True) 5. //使阈值转换后的像素数量比较小,能比较好地增加整体流畅度,提高识别的效率 6. blob1 = img.find_blobs([light_threshold], x_stride = 2, y_stride = 1, pixel_threshold = 300,size_threshold = 300, merge = True) 7.//在识别到目标之后在目标周围画一个矩形 8.img.draw_rectangle(color[0:4]) 9.//计算误差为色块的中心x值 10.pan_error = max_blob.cx() - img.width() / 2 11.//计算补偿值进而进行驱动操作 12.pan_output = pan_pid.get_pid(pan_error, 1) |
[1] | 邹鹏, 赵一衡, 胡昉辰, 等. 基于机器学习的可见光通信信号处理研究现状[J]. 激光与光电子学进展, 2020, 57(1):9-21. |
Zou Peng, Zhao Yiheng, Hu Fangchen, et al. Research status of machine learning based signal processing in visible light communication[J]. Progress in Laser and Optoelectronics, 2020, 57(1):9-21. | |
[2] | 左宁, 胡晓霞. 自动检测系统中图像对准方法研究[J]. 电子工业专用设备, 2018, 47(6):41-46. |
Zuo Ning, Hu Xiaoxia. Research on image alignment method in ADS[J]. Special Equipment for Electronics Industry, 2018, 47(6):41-46. | |
[3] |
席瑞, 李玉军, 侯孟书. 室内定位方法综述[J]. 计算机科学, 2015, 43(4):1-6.
doi: 10.1063/1.31301 |
Xi Rui, Li Yujun, Hou Mengshu. Overview of indoor positioning methods[J]. Computer Science, 2015, 43(4):1-6.
doi: 10.1063/1.31301 |
|
[4] | 曹奕铖. 双相机双光源视线追踪系统的研究与设计[D]. 杭州: 浙江理工大学, 2019:35-68. |
Cao Yicheng. Research and design of dual-camera dual-light source line-of-sight tracking system[D]. Hangzhou: Zhejiang Sci-Tech University, 2019:35-68. | |
[5] | 蒋明争. 室内可见光通信自动对准技术研究[D]. 西安: 西安理工大学, 2020:15-25. |
Jiang Mingzheng. Research on automatic alignment technology of indoor visible light communication[D]. Xi'an: Xi'an University of Technology, 2020:15-25. | |
[6] | 徐春燕, 尹章专. 点光源跟踪系统设计与实现[J]. 仪器仪表用户, 2017, 24(10):34-37. |
Xu Chunyan, Yin Zhangzhuan. Design and implementation of point light source tracking system[J]. Instrumentation Users, 2017, 24(10):34-37. | |
[7] | 罗静. 空间光耦合自动对准技术研究[D]. 西安: 西安理工大学, 2018:35-67. |
Luo Jing. Research on spatial light coupling automatic alignment technology[D]. Xi'an: Xi'an University of Technology, 2018:35-67. | |
[8] | 迪娜·加尔肯. 基于MATLAB的图像分割算法研究及实现[J]. 科学技术创新, 2021(26):84-86. |
Dina Galken. Research and implementation of image segmentation algorithm based on MATLAB[J]. Innovation in Science and Technology, 2021(26):84-86. | |
[9] | 王玮, 巴音贺希格, 宋莹, 等. 扫描干涉场曝光光束自动对准及其收敛性分析[J]. 中国激光, 2016, 43(12):176-183. |
Wang Wei, Bayanheshig, Song Ying, et al. Automatic alignment and convergence analysis of scanning interference field exposure beam[J]. Chinese Laser, 2016, 43(12):176-183. | |
[10] | 徐文艳, 于宏毅, 杨森. 以用户为中心的可见光通信协作传输中训练资源分配算法[J]. 激光与光电子学进展, 2020, 57(1):76-83. |
Xu Wenyan, Yu Hongyi, Yang Sen. Training resource allocation algorithm in user-centered visible light communication cooperative transmission[J]. Progress in Laser and Optoelectronics, 2020, 57(1):76-83. | |
[11] | 陈晓红, 钱晨, 洪文昕, 等. 基于二维码的可见光室内定位方法及实现[J]. 电子科技, 2017, 30(12):34-38. |
Chen Xiaohong, Qian Chen, Hong Wenxin, et al. Visible light indoor positioning method and realization based on two-dimensional code[J]. Electronic Science and Technology, 2017, 30(12):34-38. | |
[12] | 邓海峰, 申江江, 何勰, 等. 战术无人机视距下行通信链路信道模形特性的研究[J]. 电子设计工程, 2021, 29(17):94-98. |
Deng Haifeng, Shen Jiangjiang, He Xie, et al. Research on channel model characteristics of line-of-sight downlink communication link for tactical UAV[J]. Electronic Design Engineering, 2021, 29(17):94-98. | |
[13] | 苏志. 微波超视距通信自适应跳频技术研究[D]. 成都: 电子科技大学, 2020:26-57. |
Su Zhi. Research on adaptive frequency hopping technology for microwave beyond-horizon communication[D]. Chengdu: University of Electronic Science and Technology of China, 2020:26-57. | |
[14] | 李荣玲. 基于白光 LED 的可见光通信系统[D]. 上海: 复旦大学, 2014:38-67. |
Li Rongling. Visible light communication system based on white light LED[D]. Shanghai: Fudan University, 2014:38-67. | |
[15] | 尹传海. 基于图像处理的自动曝光和自动对焦算法研究[D]. 苏州: 苏州大学, 2017:15-24. |
Yin Chuanhai. Research on auto exposure and auto focus algorithm based on image processing[D]. Suzhou: Soochow University, 2017: 5-24. | |
[16] | 刘逢丁, 曹杰, 王营博, 等. 激光雷达距离像的实时边缘检测[J]. 光学技术, 2021, 47(4):404-409. |
Liu Fengding, Cao Jie, Wang Yingbo, et al. Real-time edge detection of range profile of lidar[J]. Optics Technology, 2021, 47(4):404-409. | |
[17] | 聂文都, 蔡锦凡. 基于OpenCV与SVM的车牌识别方法[J]. 计算机与数字工程, 2021, 49(6):1244-1247. |
Nie Wendu, Cai Jinfan. License plate recognition method based on OpenCV and SVM[J]. Computer and Digital Engineering, 2021, 49(6):1244-1247. | |
[18] | 邹杰. 小型化可见光实时通信技术研究与系统实现[D]. 北京: 北京邮电大学, 2019:46-89. |
Zou Jie. Research and system implementation of miniaturized visible light real-time communication technology[D]. Beijing: Beijing University of Posts and Telecommunications, 2019:46-89. | |
[19] | 郭婕, 金海, 沈昕格. 基于神经网络PID算法的四旋翼无人机优化控制[J]. 电子科技, 2021, 34(10):51-55. |
Guo Jie, Jin Hai, Shen Xinge. Optimal control of quad-rotor UAV based on neural network PID algorithm[J]. Electronic Science and Technology, 2021, 34(10):51-55. |
[1] | SUN Jiaqian, ZHU Jinrong, ZHANG Xiaobao, ZHANG Yunkai, GONG Weijuan. Research on Iris Segmentation Algorithm Based on Ensemble Learning [J]. Electronic Science and Technology, 2025, 38(3): 88-94. |
[2] | ZHENG Fangliang, WANG Yannian, LIAN Jihong, RUAN Pei. Face Image Super-Resolution Reconstruction Based on Conditional Priori Swin Transformer [J]. Electronic Science and Technology, 2025, 38(2): 35-41. |
[3] | HE Zhiqiang, SUN Zhanquan. Swin-Transformer-Based Carotid Ultrasound Image Plaque Segmentation [J]. Electronic Science and Technology, 2024, 37(9): 48-56. |
[4] | CAO Chunping, XU Zhihua. A Self-Supervised CT Image Classification Method Incorporating Intra-Slice Semantic and Inter-Slice Structural Features [J]. Electronic Science and Technology, 2024, 37(7): 43-52. |
[5] | WANG Shengxiong, LIU Ruian, YAN Da. Image Style Transfer Algorithm Based on Improved Generative Adversarial Network [J]. Electronic Science and Technology, 2024, 37(6): 36-43. |
[6] | ZHU Zihao, SONG Yan. Lightweight Capsule Network Fusing Attention and Capsule Pooling [J]. Electronic Science and Technology, 2024, 37(5): 1-8. |
[7] | LI Zenghui,WANG Wei. Research Progress of Medical Image Segmentation Method Based on Deep Learning [J]. Electronic Science and Technology, 2024, 37(1): 72-80. |
[8] | CAO Hongfang,WANG Xiaolei,DU Gaoming,LI Zhenmin,NI Wei. Design and FPGA Implementation of Dehazing Based on Channel Difference Model and Guided Filtering [J]. Electronic Science and Technology, 2023, 36(8): 1-6. |
[9] | GUO Qicheng,SHEN Tuo,ZHANG Xuanxiong. Recognition Method of the Combined Trackside Signal Light Based on Image Processing [J]. Electronic Science and Technology, 2023, 36(7): 8-15. |
[10] | XU Yongliang,XIE Xiaohui. Circle Fitting Algorithm Based on Multilevel Optimization [J]. Electronic Science and Technology, 2023, 36(10): 87-94. |
[11] | LIU Meihong,HONG Enhang,LI Zhenhua,TENG Baoren. Study on Wire Arc Additive Manufacturing Forming Based on Image Processing and Numerical Simulation [J]. Electronic Science and Technology, 2023, 36(1): 7-14. |
[12] | BI Jiazhen,SHEN Tuo,ZHANG Xuanxiong. A Research on Distance Measurement Between Trains in Rail Transit Based on Machine Vision [J]. Electronic Science and Technology, 2022, 35(9): 37-43. |
[13] | JIN Aijuan,SHAO Feixuan,YAN Ziguang. Vector Control of Induction Motor Based on Adaptive Fuzzy Neural Network [J]. Electronic Science and Technology, 2022, 35(9): 65-73. |
[14] | FENG Junyi,SHEN Tuo,ZHANG Xuanxiong. Trackside Signal Light Recognition Based on Image Processing [J]. Electronic Science and Technology, 2022, 35(8): 53-57. |
[15] | SUN Xiang,PEI Xiaofang,ZHOU Wang,ZHU Ping. Crop Height Measurement Based on Ruler Image Recognition [J]. Electronic Science and Technology, 2022, 35(7): 32-39. |
|