Citation: | XUN Huasheng, ZHANG Jingjing, LIU Xiao, LI Teng, NIAN Fudong, ZHANG Xin. Multi-Target Detection of Low-Illuminance Scene Based on Polarization Image[J]. Infrared Technology , 2022, 44(5): 483-491. |
[1] |
于洵, 杨烨, 姜旭, 等. 基于偏振光谱成像的目标识别方法研究[J]. 应用光学, 2016, 37(4): 537-541. https://www.cnki.com.cn/Article/CJFDTOTAL-YYGX201604008.htm
YU Xun, YANG Ye, JIANG Xu, et al. Recognition of camouflage targets by polarization spectral imaging system[J]. Journal of Applied Optics, 2016, 37(4): 537-541. https://www.cnki.com.cn/Article/CJFDTOTAL-YYGX201604008.htm
|
[2] |
李从利, 薛松, 陆文骏, 等. 雾天条件下偏振解析成像质量评价[J]. 中国图象图形学报, 2017, 22(3): 366-375. https://www.cnki.com.cn/Article/CJFDTOTAL-ZGTB201703011.htm
LI Congli, XUE Song, LU Wenjun, et al. Quality assessment of polarization imaging under foggy[J]. Journal of Image and Graphics, 2017, 22(3): 366-375. https://www.cnki.com.cn/Article/CJFDTOTAL-ZGTB201703011.htm
|
[3] |
李小明, 黄勤超. 沙漠背景下红外偏振图像目标检测方法[J]. 红外技术, 2016, 38(9): 779-782, 792. http://hwjs.nvir.cn/article/id/hwjs201609012
LI Xiaoming, HUANG Qinchao. Target detection for infrared polarization image in the background of desert[J]. Infrared Technology, 2016, 38(9): 779-782, 792. http://hwjs.nvir.cn/article/id/hwjs201609012
|
[4] |
张荣, 李伟平, 莫同. 深度学习研究综述[J]. 信息与控制, 2018, 47(4): 385-397. https://www.cnki.com.cn/Article/CJFDTOTAL-XXYK201804002.htm
ZHANG Rong, LI Weiping, MO Tong. Review of deep learning[J]. Information and Control, 2018, 47(4): 385-397. https://www.cnki.com.cn/Article/CJFDTOTAL-XXYK201804002.htm
|
[5] |
王文秀, 傅雨田, 董峰, 等. 基于深度卷积神经网络的红外船只目标检测方法[J]. 光学学报, 2018, 38(7): 0712006. https://www.cnki.com.cn/Article/CJFDTOTAL-GXXB201807020.htm
WANG Wenxiu, FU Yutian, DONG Feng, et al. Infrared ship target detection method based on deep convolution neural network[J]. Acta Optica Sinica, 2018, 38(7): 0712006. https://www.cnki.com.cn/Article/CJFDTOTAL-GXXB201807020.htm
|
[6] |
罗海波, 许凌云, 惠斌, 等. 基于深度学习的目标跟踪方法研究现状与展望[J]. 红外与激光工程, 2017, 46(5): 0502002-0502002(7). https://www.cnki.com.cn/Article/CJFDTOTAL-HWYJ201705002.htm
LUO Haibo, XU Lingyun, HUI Bin, et al. Status and prospect of target tracking based on deep learning[J]. Infrared and Laser Engineering, 2017, 46(5): 0502002-0502002(7). https://www.cnki.com.cn/Article/CJFDTOTAL-HWYJ201705002.htm
|
[7] |
Ross Girshick. Fast R-CNN[J]. Computer Science, 2015, 6: 1440-1448.
|
[8] |
REN Shaoqing, HE Kaiming, Ross Girshick, et al. Faster R-CNN: towards real-time object detection with region proposal networks[J]. IEEE Transactions on Pattern Analysis & Machine Intelligence, 2017, 39(6): 1137-1149.
|
[9] |
HE Kaiming, Georgia Gkioxari, Piotr Dollar, et al. Mask R-CNN[C]// Proceedings of the IEEE Computer Society Conference on Computer Vision, 2017: 2961-2969.
|
[10] |
LIU Wei, Dragomir Anguelov, Dumitru Erhan, et al. SSD: Single shot multibox detector[C]//European Conference on Computer Vision, 2016, 6: 21-27.
|
[11] |
Joseph Redmon, Santosh Divvala, Ross Girshick, et al. You Only Look Once: unified, real-time object detection[C]//Conference on Computer Vision and Pattern Recognition, 2016, 6: 779-788.
|
[12] |
Joseph Redmon, Ali Farhadi. YOLO9000: better, faster, stronger[C]// Conference on Computer Vision and Pattern Recognition, 2017, 7: 6517-6525
|
[13] |
Joseph Redmon, Ali Farhadi. YOLOv3: an incremental improvement [J/OL]. arXiv: 1804.02767, 2018.
|
[14] |
Alexey Bochkovskiy, Chien-Yao Wang, Hong-Yuan Mark Liao. YOLOv4: optimal speed and accuracy of object detection[J/OL]. arXiv: 2004. 10934, 2020.
|
[15] |
冈萨雷斯. 数字图像处理[M]. 第三版, 北京: 电子工业出版社, 2011: 26-29.
Rafael C. Gonzalez. Digital Image Processing[M]. 3th, Beijing: Publishing House of Electronics Industry, 2011: 26-29.
|
[16] |
Woo S, Park J, Lee J Y, et al. Cbam: Convolutional block attention module[C]//Proceedings of the European Conference on Computer Vision (ECCV). 2018: 3-19.
|
[17] |
张汝榛, 张建林, 祁小平, 等. 复杂场景下的红外目标检测[J]. 光电工程, 2020, 47(10): 200314. https://www.cnki.com.cn/Article/CJFDTOTAL-GDGC202010010.htm
ZHANG R Z, ZHANG J L, QI X P, et al. Infrared target detection and recognition in complex scene[J]. Opto-Electron Eng., 2020, 47(10): 200314. https://www.cnki.com.cn/Article/CJFDTOTAL-GDGC202010010.htm
|
[18] |
宫剑, 吕俊伟, 刘亮, 等. 红外偏振图像的舰船目标检测[J]. 光谱学与光谱分析, 2020, 40(2): 586-594. https://www.cnki.com.cn/Article/CJFDTOTAL-GUAN202002052.htm
GONG Jian, LYU Junwei, LIU Liang, et al. Ship target detection based on infrared polarization image[J]. Spectroscopy and Spectral Analysis, 2020, 40(2): 586-594. https://www.cnki.com.cn/Article/CJFDTOTAL-GUAN202002052.htm
|
[19] |
游江, 刘鹏祖, 容晓龙, 等. 基于暗通道先验原理的偏振图像去雾增强算法研究[J]. 激光与红外, 2020, 50(4): 493-500. DOI: 10.3969/j.issn.1001-5078.2020.04.019
YOU Jiang, LIU Pengzu, RONG Xiaolong, et al. Dehazing and enhancement research of polarized image based on dark channel priori principle[J]. Laser & Infrared, 2020, 50(4): 493-500. DOI: 10.3969/j.issn.1001-5078.2020.04.019
|
[20] |
王美荣, 徐国明, 袁宏武. 显著性偏振参量深度稀疏特征学习的目标检测方法[J]. 激光与光电子学进展, 2019, 56(19): 191101. https://www.cnki.com.cn/Article/CJFDTOTAL-JGDJ201919013.htm
WANG Meirong, XU Guoming, YUAN Hongwu. Object detection by deep sparse feature learning of salient polarization parameters[J]. Laser & Optoelectronics Progress, 2019, 56(19): 191101. https://www.cnki.com.cn/Article/CJFDTOTAL-JGDJ201919013.htm
|
[21] |
李慕锴, 张涛, 崔文楠. 基于YOLOv3的红外行人小目标检测技术研究[J]. 红外技术, 2020, 42(2): 176-181. http://hwjs.nvir.cn/article/id/hwjs202002012
LI Mukai, ZHANG Tao, CUI Wennan. Research of infrared small pedestrian target detection based on YOLOv3[J]. Infrared Technology, 2020, 42(2): 176-181. http://hwjs.nvir.cn/article/id/hwjs202002012
|
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