Optical Technique, Volume. 47, Issue 6, 695(2021)
Surface defect detection of polarizer based on improved Faster-RCNN
[2] [2] Girshick R, Donahue J, Darrell T, et al. Rich feature hierarchies for accurate object detection and semantic segmentation[C] ∥Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. Los Alamitos:IEEE,2014:580-587.
[3] [3] Girshick R. Fast R-CNN[C] ∥Proceedings of the IEEE International Conference on Computer Vision.Los Alamitos:IEEE,2015:1440-1448.
[4] [4] 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,2017,39(6):1137-1149.
[5] [5] Liu W, Anguelov D, Erhan D, et al. SSD: single shot multiBox detector[C]∥Proceedings of European Conference on Computer Vision. Heidelberg:Springer,2016:21-37.
[6] [6] Redmon J, Divvala S, Girshick R, et al. You only look once: unified, real-time object detection[C] ∥Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. Los Alamitos: IEEE Computer Society Press,2016:779-788.
[11] [11] Zeiler M D, Fer Gus R. Visualizing and understanding convolutional networks[C]∥European Conference on Computer Vision. Springer,Cham,2014:818-833.
[12] [12] Simo N Yan K, Zisser Man A. Very deep convolutional networks for large-scale image recognition[J]. Computer Science,2014,1409(15):1556-1563.
[13] [13] He K, Zhan G X, R En S, et al. Deep residual learning for image recognition[C] ∥Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition. Las Vegas,NV,USA:IEEE,2016:770-778.
[15] [15] Lin T Y, Dollar P, Girshick R, et al. Feature pyramid Networks for object detection[C]∥ 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR). IEEE Computer Society,2017.
Get Citation
Copy Citation Text
XIA Yu, XIAO Jinqiu, WENG Yushang. Surface defect detection of polarizer based on improved Faster-RCNN[J]. Optical Technique, 2021, 47(6): 695