# adaptive_color_deconvolution

**Repository Path**: a7087485/adaptive_color_deconvolution

## Basic Information

- **Project Name**: adaptive_color_deconvolution
- **Description**: adaptive color deconvolution for paper "Zheng et al., CMBP, 2019"
- **Primary Language**: Python
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 1
- **Forks**: 0
- **Created**: 2019-04-14
- **Last Updated**: 2021-12-06

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# Adaptive Color Deconvolution (ACD)
============

This is an implementation of the color normalization for histological images based on the adaptive color deconvolution as described in our paper:

Yushan Zheng, Zhiguo Jiang, Haopeng Zhang, Fengying Xie, Jun Shi, and Chenghai Xu,
Adaptive Color Deconvolution for Histological WSI Normalization,
Computer Methods and Programs in Biomedicine, v170C (2019) pp.107-120

## Requirements
* TensorFlow (1.3 or later)
* python 3.6
* numpy 1.14.0
* opencv-python 3.4.1

## Cite

Please cite the following paper if you use this code in your own work:

```
@article{zhengCMPB2019,
  title   = {Adaptive color deconvolution for histological WSI normalization},
  author  = {Yushan Zheng and Zhiguo Jiang and Haopeng Zhang and Fengying Xie and Jun Shi and Chenghai Xue},
  journal = {Computer Methods and Programs in Biomedicine},
  volume  = {170},
  pages   = {107-120},
  doi     = {doi.org/10.1016/j.cmpb.2019.01.008},
  year    = {2019}
}
```