Soumyadeep Dey

According to our database, Soumyadeep Dey authored at least 18 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Malware Analysis Using Transformer Based Models: An Empirical Study.

Abhishek Joshi, Divyateja Pasupuleti, P. Nischith, Sarvesh Sutaone, Soumil Ray, Soumyadeep Dey, Barsha Mitra

Proceedings of the 21st International Conference on Security and Cryptography, 2024

2023

MALITE: Lightweight Malware Detection and Classification for Constrained Devices.

Sidharth Anand, Barsha Mitra, Soumyadeep Dey, Abhinav Rao, Rupsa Dhar, Jaideep Vaidya

CoRR, 2023

Analyzing Image Based Strategies for Android Malware Detection and Classification: An Empirical Exploration.

Chirag Jaju, Dhairya Agrawal, Rishi Poddar, Shubh Badjate, Sidharth Anand, Barsha Mitra, Soumyadeep Dey

Proceedings of the 20th International Conference on Security and Cryptography, 2023

TBM-GAN: Synthetic Document Generation with Degraded Background.

Arnab Poddar, Soumyadeep Dey, Pratik Jawanpuria, Jayanta Mukhopadhyay, Prabir Kumar Biswas

Proceedings of the Document Analysis and Recognition - ICDAR 2023, 2023

Generative Pipeline for Data Augmentation of Unconstrained Document Images with Structural and Textural Degradation (Student Abstract).

Arnab Poddar, Abhishek Kumar Sah, Soumyadeep Dey, Pratik Jawanpuria, Jayanta Mukhopadhyay, Prabir Kumar Biswas

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Confidence Score for Unsupervised Foreground Background Separation of Document Images.

Soumyadeep Dey, Pratik Jawanpuria

CoRR, 2022

PAMMELA: Policy Administration Methodology using Machine Learning.

Varun Gumma, Barsha Mitra, Soumyadeep Dey, Pratik Shashikantbhai Patel, Sourabh Suman, Saptarshi Das, Jaideep Vaidya

Proceedings of the 19th International Conference on Security and Cryptography, 2022

2021

PAMMELA: Policy Administration Methodology using Machine Learning.

Varun Gumma, Barsha Mitra, Soumyadeep Dey, Pratik Shashikantbhai Patel, Sourabh Suman, Saptarshi Das

CoRR, 2021

Light-Weight Document Image Cleanup Using Perceptual Loss.

Soumyadeep Dey, Pratik Jawanpuria

Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

2020

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

Soumyadeep Dey, Jayanta Mukhopadhyay, Shamik Sural

CoRR, 2020

2017

A Comparative Study of Margin Noise Removal Algorithms on MarNR: A Margin Noise Dataset of Document Images.

Soumyadeep Dey, Barsha Mitra, Jayanta Mukhopadhyay, Shamik Sural

Proceedings of the 1st International Workshop on Open Services and Tools for Document Analysis, 2017

2016

Consensus-based clustering for document image segmentation.

Soumyadeep Dey, Jayanta Mukherjee, Shamik Sural

Int. J. Document Anal. Recognit., 2016

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

Soumyadeep Dey, Jayanta Mukherjee, Shamik Sural, Amit Vijay Nandedkar

Proceedings of the Computer Vision, Graphics, and Image Processing, 2016

Removal of Gray Rubber Stamps.

Soumyadeep Dey, Jayanta Mukhopadhyay, Shamik Sural

Proceedings of the 12th IAPR Workshop on Document Analysis Systems, 2016

2015

Stamp and logo detection from document images by finding outliers.

Soumyadeep Dey, Jayanta Mukherjee, Shamik Sural

Proceedings of the 2015 Fifth National Conference on Computer Vision, 2015

2013

Colored Rubber Stamp Removal from Document Images.

Soumyadeep Dey, Jayanta Mukherjee, Shamik Sural, Partha Bhowmick

Proceedings of the Pattern Recognition and Machine Intelligence, 2013

Re-targeting of multi-script document images for handheld devices.

Soumyadeep Dey, Jayanta Mukhopadhyay, Shamik Sural, Partha Bhowmick

Proceedings of the 4th International Workshop on Multilingual OCR, 2013

2012

Margin noise removal from printed document images.

Soumyadeep Dey, Jayanta Mukhopadhyay, Shamik Sural, Partha Bhowmick

Proceedings of the Proceeding of the workshop on Document Analysis and Recognition, 2012