Laser & Optoelectronics Progress, Volume. 58, Issue 4, 0404001(2021)
X-Ray Image Controlled Knife Detection and Recognition Based on Improved SSD
[1] Liu W, Anguelov D, Erhan D et al[M]. SSD: single shot MultiBox detector, 21-37(2016).
[3] Girshick R, Donahue J, Drrell T et al. Rich feature hierarchies for accurate object detection and semantic segmentation[C]∥Proceedings of 2014 IEEE International Conference Computer Vision and Pattern Recognition, June 23-28, 2014, Columbu, 580-587(2014).
[4] Girshick R. Fast R-CNN[C]∥2015 IEEE International Conference on Computer Vision (ICCV), December 7-13, 2015, Santiago, Chile., 1440-1448(2015).
[5] Ren S Q, He K M, Girshick R et al. Faster R-CNN: towards real-time object detection with region proposal networks[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 39, 1137-1149(2017).
[6] Dai J F, Li Y, He K M et al. -05-20)[2020-08-15]. https:∥arxiv., org/abs/1605, 06409(2016).
[7] Lin T Y, Dollár P, Girshick R et al. Feature pyramid networks for object detection[C]∥2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), July 21-26, 2017, Honolulu, HI, USA., 936-944(2017).
[8] [8] RedmonJ, DivvalaS, GirshickR, et al.You only look once: unified, real-time object detection[C]∥2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 27-30, 2016, Las Vegas, NV, USA. New York: IEEE Press, 2016: 779- 788.
[9] Jeong J, Park H. -05-26)[2020-08-15]. https:∥arxiv., org/abs/1705, 09587(2017).
[10] Fu C Y, Liu W, Ranga A et al. -01-23)[2020-08-15]. https:∥arxiv., org/abs/1701, 06659(2017).
[12] Simonyan K. -04-10)[2018-11-25]. https:∥arxiv.org/abs/1409.1556v6.(2015).
[13] [13] Jia YQ, ShelhamerE, DonahueJ, et al.Caffe: convolutional architecture for fast feature embedding[C]∥Proceedings of the ACM International Conference on Multimedia-MM'14, November 3-7, 2014. Orlando, Florida, USA. New York: ACM Press, 2014: 675- 678.
[14] He K M, Zhang X Y, Ren S Q et al. Deep residual learning for image recognition[C]∥2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 27-30, 2016, Las Vegas, NV, USA., 770-778(2016).
[16] Zhao Y N, Wu L M, Chen Q. Small object detection algorithm based on multi-scale fusion SSD[J]. Computer Engineering, 46, 247-254(2020).
[17] Erhan D, Szegedy C, Toshev A et al. Scalable object detection using deep neural networks[C]∥2014 IEEE Conference on Computer Vision and Pattern Recognition, June 23-28, 2014, Columbus, OH, USA., 2155-2162(2014).
[18] Szegedy C, Reed S, Erhan D, high-quality object detection[EB/OL] et al. -12-03)[2020-08-15]. https:∥arxiv., org/abs/1412, 1441(2014).
Get Citation
Copy Citation Text
Ruihong Guo, Li Zhang, Ying Yang, Yang Cao, Junxi Meng. X-Ray Image Controlled Knife Detection and Recognition Based on Improved SSD[J]. Laser & Optoelectronics Progress, 2021, 58(4): 0404001
Category: Detectors
Received: Sep. 10, 2020
Accepted: Nov. 5, 2020
Published Online: Feb. 22, 2021
The Author Email: Guo Ruihong (rhguoo@qq.com)