SMDH

The source code of the Segmentation-Enhanced Multi-Scale Deep Hashing (SMDH) framework.

Paper

Segmentation-Enhanced Multi-Scale Deep Hashing for Chest X-Ray Image Retrieval

Linmin Wang, Qianqian Wang, Xiaochuan Wang, Mingxia Liu

Dataset

We used the following dataset:

-COVID-QU-Ex dataset (Can be downloaded here)

Dependencies

SMDH needs the following dependencies:

  • python 3.8.5
  • PIL == 9.2.0
  • torch == 1.13.0
  • numpy == 1.23.3
  • torchvision == 0.14.0