Anveshak - A Groundtruth Generation Tool for Foreground Regions of Document Images

1 code implementation • 9 Aug 2017 • Soumyadeep Dey, Jayanta Mukherjee, Shamik Sural, Amit Vijay Nandedkar

Here, annotation of an input document image is done based on the foreground pixels.

Tabular Structure Detection from Document Images for Resource Constrained Devices Using A Row Based Similarity Measure

1 code implementation • 26 Aug 2020 • Soumyadeep Dey, Jayanta Mukhopadhyay, Shamik Sural

Therefore, detection of these regions is a hard problem.

Light-weight Document Image Cleanup using Perceptual Loss

1 code implementation • 19 May 2021 • Soumyadeep Dey, Pratik Jawanpuria

Smartphones have enabled effortless capturing and sharing of documents in digital form.

Document Enhancement Transfer Learning

PAMMELA: Policy Administration Methodology using Machine Learning

no code implementations • 13 Nov 2021 • Varun Gumma, Barsha Mitra, Soumyadeep Dey, Pratik Shashikantbhai Patel, Sourabh Suman, Saptarshi Das

In recent years, Attribute-Based Access Control (ABAC) has become quite popular and effective for enforcing access control in dynamic and collaborative environments.

Attribute BIG-bench Machine Learning

Confidence Score for Unsupervised Foreground Background Separation of Document Images

no code implementations • 3 Apr 2022 • Soumyadeep Dey, Pratik Jawanpuria

Foreground-background separation is an important problem in document image analysis.

Binarization