# WAP

**Repository Path**: macqueen/WAP

## Basic Information

- **Project Name**: WAP
- **Description**: https://github.com/JianshuZhang/WAP.git
- **Primary Language**: Unknown
- **License**: Not specified
- **Default Branch**: master
- **Homepage**: None
- **GVP Project**: No

## Statistics

- **Stars**: 0
- **Forks**: 0
- **Created**: 2021-07-12
- **Last Updated**: 2021-07-12

## Categories & Tags

**Categories**: Uncategorized

**Tags**: None

## README

# WAP
This repository contains the source code for WAP introduced in the following papers:<br>

* **VGG**: [Watch, attend and parse: An end-to-end neural network based approach to handwritten mathematical expression recognition](https://www.sciencedirect.com/science/article/pii/S0031320317302376)<br>
* **DenseNet**: [Multi-Scale Attention with Dense Encoder for Handwritten Mathematical Expression Recognition](https://arxiv.org/abs/1801.03530)<br>

Here, **VGG** contains the code that employs VGG architecture as the watcher, **DenseNet** contains the code that employs DenseNet as the watcher.<br>

## Requirements
* Install [cuda-8.0 cudnn-v7](https://developer.nvidia.com/cudnn)
* Install [Theano.0.10.0](https://github.com/Theano/Theano) with [libgpuarray](https://github.com/Theano/libgpuarray)

## Citation
If you find WAP useful in your research, please consider citing:

    @article{zhang2017watch,
      title={Watch, attend and parse: An end-to-end neural network based approach to handwritten mathematical expression recognition},
      author={Zhang, Jianshu and Du, Jun and Zhang, Shiliang and Liu, Dan and Hu, Yulong and Hu, Jinshui and Wei, Si and Dai, Lirong},
      journal={Pattern Recognition},
      volume={71},
      pages={196--206},
      year={2017},
      publisher={Elsevier}
    }

    @inproceedings{zhang2018multi,
      title={Multi-scale attention with dense encoder for handwritten mathematical expression recognition},
      author={Zhang, Jianshu and Du, Jun and Dai, Lirong},
      booktitle={International Conference on Pattern Recognition},
      pages={2245--2250},
      year={2018}
    }

## Contact
xysszjs at mail.ustc.edu.cn<br>
West campus of University of Science and Technology of China<br>
Any discussions, suggestions and questions are welcome!