6 citations · 8 across the 6 of their papers we have counts for
4 papers · 1 filter
Confidence Score for Unsupervised Foreground Background Separation of Document Images
Soumyadeep Dey, Pratik Jawanpuria
Foreground-background separation is an important problem in document image analysis. Popular unsupervised binarization methods (such as the Sauvola's algorithm) employ adaptive thr…
Light-weight Document Image Cleanup using Perceptual Loss
Soumyadeep Dey, Pratik Jawanpuria
Smartphones have enabled effortless capturing and sharing of documents in digital form. The documents, however, often undergo various types of degradation due to aging, stains, or…
Tabular Structure Detection from Document Images for Resource Constrained Devices Using A Row Based Similarity Measure
Soumyadeep Dey, Jayanta Mukhopadhyay, Shamik Sural
Tabular structures are used to present crucial information in a structured and crisp manner. Detection of such regions is of great importance for proper understanding of a document…
Anveshak - A Groundtruth Generation Tool for Foreground Regions of Document Images
Soumyadeep Dey, Jayanta Mukherjee, Shamik Sural +1
We propose a graphical user interface based groundtruth generation tool in this paper. Here, annotation of an input document image is done based on the foreground pixels. Foregroun…