A New Image Dataset for Document Corner Localization

To use this dataset and respect for copyright, please cite the following paper: https://ieeexplore.ieee.org/abstract/document/9116896/ We present a new dataset that covers almost all the scenarios that may exist on document images that were taken by a smartphone. The collection includes 1111 images. We tested two state-of-the-art algorithms for finding the corners of the document in our dataset and the results also provided. The results indicate that there are still situations that these algorithms fail and it needs more research.