mbwslib / dvxray

The first large-scale dual-view X-ray baggage dataset

Towards Dual-view X-ray Baggage Inspection: A Large-scale Benchmark and Adaptive Hierarchical Cross Refinement for Prohibited Item Discovery

The entire DvXray dataset is updated! Note that we also update the bounding-box labels so that our DvXray can support research on more reliable computer-aided screening systems and can serve the evaluation of various detection tasks.

Download

Download the entire DvXray dataset from Baidu Netdisk: [Positive Samples][Negative Samples]

Download the entire DvXray dataset from Google Drive: [Positive Samples][Negative Samples]

😄If you find this dataset useful for your research, please cite

@ARTICLE{10458082,
  author={Ma, Bowen and Jia, Tong and Li, Mingyuan and Wu, Songsheng and Wang, Hao and Chen, Dongyue},
  journal={IEEE Transactions on Information Forensics and Security}, 
  title={Toward Dual-View X-Ray Baggage Inspection: A Large-Scale Benchmark and Adaptive Hierarchical Cross Refinement for Prohibited Item Discovery}, 
  year={2024},
  volume={19},
  number={},
  pages={3866-3878},
  keywords={X-ray imaging;Task analysis;Security;Feature extraction;Training;Inspection;Benchmark testing;Prohibited item discovery;dual-view X-ray dataset;baggage screening;classification;localization},
  doi={10.1109/TIFS.2024.3372797}}

dvxray's Issues

Missing dataset split information

Hello and thank you for making the dataset publicly available! Great work. However, there is an issue with the split information.

I have downloaded both negative and positive samples from the Google Drive links, but there is no .txt available. Tried generating them from the get_split.py script as mentioned in #1 but it still asks for the following file:

FileNotFoundError: [Errno 2] No such file or directory: './data/split/train.txt'

Is it possible for you to upload the txts in the repository, or maybe update the Drive links with the appropriate files? Thank you!

DvXray_train.txt 数据集里面没有这个文件

作者你好！我想问一下这是需要怎么获取这个文件，还是通过数据集来生产的？？？

Citation Information

Thank you for posting the dataset, could you add information regarding the appropriate citation to your Readme.md so I may correctly attribute your works should they be used in any outputs? .bibtex format would be great

Kind Regards,
Ashley Williamson