TAO L, HONG T, CHAO X. Drone identification and location tracking based on YOLOv3 [J]. Chinese Journal of Engineering, 2020, 42(4): 463-468. (in Chinese)

[10] HINTON G E, SALAKHUTDINOV R R. Reducing the dimensionality of data with neural networks [J]. Science, 2006, 313(5786): 504-507.

[11] 范丽丽，赵宏伟，赵浩宇，等．基于深度卷积神经网络的目标检测研究综述[J]．光学 精密工程，2020，28(5)：1152-1164．

FAN L L, ZHAO H W, ZHAO H Y, et al. Survey of target detection based on deep convolutional neural networks [J]. Optics and Precision Engineering, 2020, 28(5): 1152-1164. (in Chinese)

[12] 梁华，宋玉龙，钱锋，等．基于深度学习的航空对地小目标检测[J]．液晶与显示，2018，33(9)：793-800．

LIANG H, SONG Y L, QIAN F, et al. Detection of small target in aerial photography based on deep learning [J]. Chinese Journal of Liquid Crystals and Displays, 2018, 33(9): 793-800. (in Chinese)

[13] 马浩鹏，朱春媚，周文辉，等．基于深度学习的乳液泵缺陷检测算法[J]．液晶与显示，2019，34(1)：81-89．

MA H P, ZHU C M, ZHOU W H, et al. Defect detection algorithm of lotion pump based on deep learning [J]. Chinese Journal of Liquid Crystals and Displays, 2019, 34(1): 81-89. (in Chinese)

[14] REDMON J, FARHADI A. YOLOv3: an incremental improvement [J]. arXiv: 1804.02767v1, 2018.

[15] 马永杰，宋晓凤．基于YOLO和嵌入式系统的车流量检测[J]．液晶与显示，2019，34(6)：613-618．

MA Y J, SONG X F. Vehicle flow detection based on YOLO and embedded system [J]. Chinese Journal of Liquid Crystals and Displays, 2019, 34(6): 613-618. (in Chinese)

[16] 郑欣，田博，李晶晶．基于YOLO模型的宫颈细胞簇团智能识别方法[J]．液晶与显示，2018，33(11)：965-971．

ZHENG X, TIAN B, LI J J. Intelligent recognition method of cervical cell cluster based on YOLO model [J]. Chinese Journal of Liquid Crystals and Displays, 2018, 33(11): 965-971. (in Chinese)

[17] 方明，孙腾腾，邵桢．基于改进YOLOv2的快速安全帽佩戴情况检测[J]．光学 精密工程，2019，27(5)：1196-1205．

FANG M, SUN T T, SHAO Z. Fast helmet-wearing-condition detection based on improved YOLOv2 [J]. Optics and Precision Engineering, 2019, 27(5): 1196-1205. (in Chinese)

[18] 巫明秀，吴谨，张晨，等．基于改进YOLOv3的棉花异性纤维检测[J]．液晶与显示，2020，35(11)：1195-1203．

WU M X, WU J, ZHANG C, et al. Detection of foreign fiber in cotton based on improved YOLOv3 [J]. Chinese Journal of Liquid Crystals and Displays, 2020, 35(11): 1195-1203. (in Chinese)