Journal of Shandong University(Engineering Science) ›› 2022, Vol. 52 ›› Issue (6): 183-190.doi: 10.6040/j.issn.1672-3961.0.2021.359

• 电气工程 • Previous Articles    

Branch venue name recognition for State Grid polling video based on HMM

HE Ziheng1, SUN Lili1, ZUO Xiuyang2, LIU Hongyan1, WANG Yuchen1, CHE Sisi1, WANG Shuo1   

  1. 1. Information &
    Telecommunications Company, State Grid Shandong Electric Power Company, Jinan 250001, Shandong, China;
    2. School of Information Science and Engineering, Shandong University, Qingdao 266000, Shandong, China
  • Published:2022-12-23

CLC Number: 

  • TP391
[1] JUNG-PIL Shin. Optimal stroke-correspondence search method for on-line character recognition[J]. Pattern Recognition Letters, 2002, 23(5): 601-608.
[2] RADWAN M A, KHALIL M I, ABBAS H M. Neural networks pipeline for offline machine printed arabic OCR[J]. Neural Processing Letters, 2018, 48: 769-787.
[3] PANAHI R, GHOLAMPOUR I. Accurate detection and recognition of dirty vehicle plate numbers for high-speed applications[J]. IEEE Transactions on Intelligent Transportation Systems, 2017, 18(4): 767-779.
[4] LIAO Minghui, WAN Zhaoyi, YAO Cong, et al. Real-time scene text detection with differentiable binarization[J]. Proceedings of the AAAI Conference on Artificial Intelligence, 2020, 34(7): 11474-11481.
[5] LIAO Minghui, LYU Pengyuan, HE Minghang, et al. Mask textspotter: an end-to-end trainable neural network for spotting text with arbitrary shapes[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021,43(2): 532-548.
[6] HE Tong, HUANG Weilin, QIAO Yu, et al. Text-attentional convolutional neural network for scene text detection[J]. IEEE Transactions on Image Processing, 2016, 25(6): 2529-2541.
[7] LIAO Minghui, SHI Baoguang, BAI Xiang. Textboxes++: a single-shot oriented scene text detector[J]. IEEE Transactions on Image Processing, 2018, 27(8): 3676-3690.
[8] ALOTAIBI Y A, SELOUANI S A, YAKOUB M S, et al. A canonicalization of distinctive phonetic features to improve arabic speech recognition[J]. Acta Acustica United with Acustica, 2019, 105(6): 1269-1277.
[9] LEE S, KHAN M Q, HUSEN M N. Continuous car driving intent detection using structural pattern recognition[J]. IEEE Transactions on Intelligent Transportation Systems, 2020, 99: 1-13.
[10] HOU Haijing, JIN Lisheng, NIU Qingning, et al. Driver intention recognition method using continuous hidden Markov model[J]. International Journal of Computational Intelligence Systems, 2011, 4(3): 386-393.
[11] FU Rongrong, WANG Hong, ZHAO Wenbo. Dynamic driver fatigue detection using hidden Markov model in real driving condition[J]. Expert Systems with Applications, 2016, 63: 397-411.
[12] SONG Chengbo, YAN Xuefeng, STEPHEN Nkyi, et al. Hidden Markov model and driver path preference for floating car trajectory map matching[J]. IET Intelligent Transport Systems, 2018, 12(10): 1433-1441.
[13] 陈炳鑫, 陈黎飞. 符号序列的预训练HMM分类方法[J]. 南京大学学报(自然科学), 2021, 57(1): 52-58. CHEN Bingxin, CHEN Lifei. A pretraining HMM classification method for symbolic sequences[J]. Journal of Nanjing University(Natural Science), 2021, 57(1): 52-58.
[14] CHEN Jiansheng, KANG Xiangui, LIU Ye, et al. Median filtering forensics based on convolutional neural networks[J]. IEEE Signal Processing Letters, 2015, 22(11): 1849-1853.
[15] DAVID G Lowe. Distinctive image features from scale-invariant keypoints[J]. International Journal of Computer Vision, 2004, 60(2): 91-110.
[16] 牛畅,黄银和,尹奎英. 基于分块SURF特征提取的图像目标跟踪算法[J]. 激光与红外, 2017, 47(12): 1541-1547. NIU Chang, HUANG Yinhe, YIN Kuiying. Image target tracking algorithm based on blocked SURF extraction[J]. Laser & Infrared, 2017, 47(12): 1541-1547.
[17] MA Guohong, WANG Cong, LIU Pei, et al. Sequential similarity detection algorithm based on image edge feature[J]. Journal of Shanghai Jiaotong University(Science), 2014, 19(1): 79-83.
[18] 刘彩霞,卢干强,汤红波,等. 一种基于Viterbi算法的虚拟网络功能自适应部署方法[J]. 电子与信息学报, 2016, 38(11): 2922-2930. LIU Caixia, LU Ganqiang, TANG Hongbo, et al. Adaptive deployment method for virtualized network function based on Viterbi algorithm[J]. Journal of Electronics & Information Technology, 2016, 38(11): 2922-2930.
[19] 李丽敏,王仲生,姜洪开. 基于多状态MOG-HMM和Viterbi的航空发动机突发故障预测[J]. 振动、测试与诊断, 2014, 34(2): 310-314. LI Limin, WANG Zhongsheng, JIANG Hongkai. Aero-engine abrupt failure prognosis based on multi-states MOG-HMM and Viterbi algorithm[J]. Journal of Vibration, Measurement & Diagnosis, 2014, 34(2): 310-314.
[1] DENG Bin, ZHANG Zongbao, ZHAO Wenmeng, LUO Xinhang, WU Qiuwei. Cloud-edge collaborative and graph neural network based load forecasting method for electric vehicle charging stations [J]. Journal of Shandong University(Engineering Science), 2025, 55(5): 62-69.
[2] LI Erchao, ZHANG Zhizhao. Online dynamic demand vehicle routing planning [J]. Journal of Shandong University(Engineering Science), 2024, 54(5): 62-73.
[3] YANG Jucheng, WEI Feng, LIN Liang, JIA Qingxiang, LIU Jianzheng. A research survey of driver drowsiness driving detection [J]. Journal of Shandong University(Engineering Science), 2024, 54(2): 1-12.
[4] XIAO Wei, ZHENG Gengsheng, CHEN Yujia. Named entity recognition method combined with self-training model [J]. Journal of Shandong University(Engineering Science), 2024, 54(2): 96-102.
[5] Gang HU, Lemeng WANG, Zhiyu LU, Qin WANG, Xiang XU. Importance identification method based on multi-order neighborhood hierarchical association contribution of nodes [J]. Journal of Shandong University(Engineering Science), 2024, 54(1): 1-10.
[6] Jiachun LI,Bowen LI,Jianbo CHANG. An efficient and lightweight RGB frame-level face anti-spoofing model [J]. Journal of Shandong University(Engineering Science), 2023, 53(6): 1-7.
[7] Yujiang FAN,Huanhuan HUANG,Jiaxiong DING,Kai LIAO,Binshan YU. Resilience evaluation system of the old community based on cloud model [J]. Journal of Shandong University(Engineering Science), 2023, 53(5): 1-9, 19.
[8] Ying LI,Jiankun WANG. The classification of mild cognitive impairment based on supervised graph regularization and information fusion [J]. Journal of Shandong University(Engineering Science), 2023, 53(4): 65-73.
[9] WU Yanli, LIU Shuwei, HE Dongxiao, WANG Xiaobao, JIN Di. Poisson-gamma topic model of describing multiple underlying relationships [J]. Journal of Shandong University(Engineering Science), 2023, 53(2): 51-60.
[10] YU Mingjun, DIAO Hongjun, LING Xinghong. Online multi-object tracking method based on trajectory mask [J]. Journal of Shandong University(Engineering Science), 2023, 53(2): 61-69.
[11] LIU Xing, YANG Lu, HAO Fanchang. Finger vein image retrieval based on multi-feature fusion [J]. Journal of Shandong University(Engineering Science), 2023, 53(2): 118-126.
[12] LIU Fangxu, WANG Jian, WEI Benzheng. Auxiliary diagnosis algorithm for pediatric pneumonia based on multi-spatial attention [J]. Journal of Shandong University(Engineering Science), 2023, 53(2): 135-142.
[13] YU Yixuan, YANG Geng, GENG Hua. Multimodal hierarchical keyframe extraction method for continuous combined motion [J]. Journal of Shandong University(Engineering Science), 2023, 53(2): 42-50.
[14] HUANG Huajuan, CHENG Qian, WEI Xiuxi, YU Chuchu. Adaptive crow search algorithm with Jaya algorithm and Gaussian mutation [J]. Journal of Shandong University(Engineering Science), 2023, 53(2): 11-22.
[15] ZHANG Hao, LI Ziling, LIU Tong, ZHANG Dawei, TAO Jianhua. A technology prediction model based on fuzzy Bayesian networks with sociological factors [J]. Journal of Shandong University(Engineering Science), 2023, 53(2): 23-33.
Viewed
Full text


Abstract

Cited

  Shared   
  Discussed   
[1] . [J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2009, 39(1): 27 -32 .
[2] LIU Wen-liang, ZHU Wei-hong, CHEN Di, ZHANG Hong-quan. Detection and tracking of moving targets using the morphology match in radar images[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2010, 40(3): 31 -36 .
[3] HU Tian-liang,LI Peng,ZHANG Cheng-rui,ZUO Yi . Design of a QEP decode counter based on VHDL[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2008, 38(3): 10 -13 .
[4] LI Shijin, WANG Shengte, HUANG Leping. Change detection with remote sensing images based on forward-backward heterogenicity[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2018, 48(3): 1 -9 .
[5] LI Xin-Ping, DAI Yi-Fei, HU Jing. Fluid-solid coupling analysis of surrounding rock mass stability and water inflow forecast of a tunnel in a karst zone[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2009, 39(4): 1 -6 .
[6] RUAN Jiu-hong ,LI Yi-bin,RONG Xue-wen,QIU Xu-yun . Study on the lateral locomotion control of ADRC-based high-speed
mobile platform
[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2008, 38(4): 5 -10 .
[7] ZHAO Ran-hang,LIU Xiao-li . Application of the variable fuzzy set theory in assessment of the modernization level in rural areas of Shandong Province[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2008, 38(2): 86 -91 .
[8] WANG Hai-Tao, ZHAO Dong-Biao, GAO Su-Mei. Research on the S-shape acceleration/deceleration algorithm in NURBS curve real time interpolation[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2010, 40(1): 63 -67 .
[9] GUO Hong,HE Xiao-ying . Effects of H2SO3 on the corrosion behavior of X70 steel in weak acid solutions[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2007, 37(5): 118 -122 .
[10] LIU Fei-hong, WANG Jian-ming*, YU Feng, ZHANG Gang. Numerical simulation for compressive residual stress of shot-peening based on SPH coupled FEM[J]. JOURNAL OF SHANDONG UNIVERSITY (ENGINEERING SCIENCE), 2010, 40(6): 67 -71 .