MAM Faster R-CNN: Improved Faster R-CNN based on Malformed Attention Module for object detection on X-ray security inspection

[1]  Jun Luo,et al.  A transfer learning object detection model for defects detection in X-ray images of spacecraft composite structures , 2022, Composite Structures.

[2]  Li Dong,et al.  Swin Transformer V2: Scaling Up Capacity and Resolution , 2021, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

[3]  Xianglong Liu,et al.  Towards Real-world X-ray Security Inspection: A High-Quality Benchmark And Lateral Inhibition Module For Prohibited Items Detection , 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV).

[4]  Stephen Lin,et al.  Video Swin Transformer , 2021, 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

[5]  Doug,et al.  ultralytics/yolov5: v5.0 - YOLOv5-P6 1280 models, AWS, Supervise.ly and YouTube integrations , 2021 .

[6]  Lu Yuan,et al.  Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding , 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV).

[7]  Quanfu Fan,et al.  CrossViT: Cross-Attention Multi-Scale Vision Transformer for Image Classification , 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV).

[8]  Xiangyu Zhang,et al.  You Only Look One-level Feature , 2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

[9]  Ying Wang,et al.  VarifocalNet: An IoU-aware Dense Object Detector , 2020, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

[10]  Xianglong Liu,et al.  Occluded Prohibited Items Detection: An X-ray Security Inspection Benchmark and De-occlusion Attention Module , 2020, ACM Multimedia.

[11]  Stephen Lin,et al.  RepPoints: Point Set Representation for Object Detection , 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

[12]  Qi Tian,et al.  CenterNet: Keypoint Triplets for Object Detection , 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

[13]  Hao Chen,et al.  FCOS: Fully Convolutional One-Stage Object Detection , 2019, 2019 IEEE/CVF International Conference on Computer Vision (ICCV).

[14]  Fang Wan,et al.  SIXray: A Large-Scale Security Inspection X-Ray Benchmark for Prohibited Item Discovery in Overlapping Images , 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).

[15]  Shu Liu,et al.  Path Aggregation Network for Instance Segmentation , 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition.

[16]  Ross B. Girshick,et al.  Focal Loss for Dense Object Detection , 2017, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[17]  Ross B. Girshick,et al.  Mask R-CNN , 2017, 1703.06870.

[18]  Yi Li,et al.  Deformable Convolutional Networks , 2017, 2017 IEEE International Conference on Computer Vision (ICCV).

[19]  Kaiming He,et al.  Feature Pyramid Networks for Object Detection , 2016, 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[20]  Abhishek Das,et al.  Grad-CAM: Visual Explanations from Deep Networks via Gradient-Based Localization , 2016, 2017 IEEE International Conference on Computer Vision (ICCV).

[21]  Jian Sun,et al.  Deep Residual Learning for Image Recognition , 2015, 2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

[22]  Wei Liu,et al.  SSD: Single Shot MultiBox Detector , 2015, ECCV.

[23]  Domingo Mery,et al.  GDXray: The Database of X-ray Images for Nondestructive Testing , 2015, Journal of Nondestructive Evaluation.

[24]  Kaiming He,et al.  Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks , 2015, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[25]  Ross B. Girshick,et al.  Fast R-CNN , 2015, 1504.08083.

[26]  Minoru Hongo,et al.  MLP-Deficient Mice Exhibit a Disruption of Cardiac Cytoarchitectural Organization, Dilated Cardiomyopathy, and Heart Failure , 1997, Cell.

[27]  J. Zhang,et al.  EAOD-Net: Effective anomaly object detection networks for X-ray images , 2022, IET Image Processing.

[28]  Stephen Lin,et al.  Swin Transformer: Hierarchical Vision Transformer using Shifted Windows , 2021, 2021 IEEE/CVF International Conference on Computer Vision (ICCV).