KO | EN

GitLite

Minimalist Open Source Repository Search Engine

gitlite — search

#dsh #dsh-plugin #ai-agents #developer-tools #codex #claude-code #mcp #rust #deepseek-harness #typescript #ai-agent #cli

WAP

★ 262 Open GitHub ↗

Watch, Attend and Parse for Handwritten Mathematical Expression Recognition

// repository documentation

Was this content helpful?

★ 0 (0 ratings)

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

* **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) 
* **DenseNet**: [Multi-Scale Attention with Dense Encoder for Handwritten Mathematical Expression Recognition](https://arxiv.org/abs/1801.03530)

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

## 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 
West campus of University of Science and Technology of China 
Any discussions, suggestions and questions are welcome!

WAP

Explore Similar Repositories

Was this content helpful?

Recent Feedback

Download README