Translating Mathematical Formula Images to LaTeX Sequences Using Deep Neural Networks with Sequence-level Training.
Zelun WangJyh-Charn LiuPublished in: CoRR (2019)
Keyphrases
- neural network
- mathematical expressions
- image data
- image database
- image analysis
- ground truth
- image retrieval
- mathematical formulas
- pattern recognition
- image features
- input image
- three dimensional
- object recognition
- artificial neural networks
- training process
- training algorithm
- edge detection
- image collections
- sequential data
- back propagation
- image classification
- image registration
- sequence analysis
- image set
- biological sequences
- long sequences
- multi layer perceptron
- similarity measure
- feed forward neural networks
- temporal sequences
- event sequences
- segmentation method
- labeled images
- sequence matching
- feedforward neural networks
- recurrent neural networks
- test images
- image regions
- segmentation algorithm
- multiscale
- training data
- genetic algorithm