132 citations · 289 across the 26 of their papers we have counts for
3 papers · 1 filter
LayoutParser: A Unified Toolkit for Deep Learning Based Document Image Analysis
Zejiang Shen, Ruochen Zhang, Melissa Dell +3
Recent advances in document image analysis (DIA) have been primarily driven by the application of neural networks. Ideally, research outcomes could be easily deployed in production…
A Large Dataset of Historical Japanese Documents with Complex Layouts
Zejiang Shen, Kaixuan Zhang, Melissa Dell
Deep learning-based approaches for automatic document layout analysis and content extraction have the potential to unlock rich information trapped in historical documents on a larg…
Generating Object Stamps
Youssef Alami Mejjati, Zejiang Shen, Michael Snower +4
We present an algorithm to generate diverse foreground objects and composite them into background images using a GAN architecture. Given an object class, a user-provided bounding b…