Soumyadeep Dey

22 papers A* 1B 1C 3Journal 9Unranked 8
YearRankTypeTitle / Venue / Authors
2025 J jnl
MALITE: Lightweight Malware Detection and Classification for Constrained Devices.
IEEE Trans. Emerg. Top. Comput.
Sidharth Anand, Barsha Mitra, Soumyadeep Dey, Abhinav Rao, Rupsha Dhar, Jaideep Vaidya
2024 J jnl
AutoDocSegmenter: A Geometric Approach towards Self-Supervised Document Segmentation.
Trans. Mach. Learn. Res.
Ankita Chatterjee, Anjali Raj, Soumyadeep Dey, Pratik Jawanpuria, Jayanta Mukhopadhyay, Partha Pratim Das
2024 C conf
Malware Analysis Using Transformer Based Models: An Empirical Study.
SECRYPT
Abhishek Joshi, Divyateja Pasupuleti, P. Nischith, Sarvesh Sutaone, Soumil Ray, Soumyadeep Dey, Barsha Mitra
2023 C conf
Analyzing Image Based Strategies for Android Malware Detection and Classification: An Empirical Exploration.
SECRYPT
Chirag Jaju, Dhairya Agrawal, Rishi Poddar, Shubh Badjate, Sidharth Anand, Barsha Mitra, Soumyadeep Dey
2023 A* conf
Generative Pipeline for Data Augmentation of Unconstrained Document Images with Structural and Textural Degradation (Student Abstract).
AAAI
Arnab Poddar, Abhishek Kumar Sah, Soumyadeep Dey, Pratik Jawanpuria, Jayanta Mukhopadhyay, Prabir Kumar Biswas
2023 J jnl
MALITE: Lightweight Malware Detection and Classification for Constrained Devices.
CoRR
Sidharth Anand, Barsha Mitra, Soumyadeep Dey, Abhinav Rao, Rupsa Dhar, Jaideep Vaidya
2023 — conf
TBM-GAN: Synthetic Document Generation with Degraded Background.
ICDAR (2)
Arnab Poddar, Soumyadeep Dey, Pratik Jawanpuria, Jayanta Mukhopadhyay, Prabir Kumar Biswas
2022 J jnl
Confidence Score for Unsupervised Foreground Background Separation of Document Images.
CoRR
Soumyadeep Dey, Pratik Jawanpuria
2022 C conf
PAMMELA: Policy Administration Methodology using Machine Learning.
SECRYPT
Varun Gumma, Barsha Mitra, Soumyadeep Dey, Pratik Shashikantbhai Patel, Sourabh Suman, Saptarshi Das, Jaideep Vaidya
2021 — conf
Light-Weight Document Image Cleanup Using Perceptual Loss.
ICDAR (3)
Soumyadeep Dey, Pratik Jawanpuria
2021 J jnl
Light-weight Document Image Cleanup using Perceptual Loss.
CoRR
Soumyadeep Dey, Pratik Jawanpuria
2021 J jnl
PAMMELA: Policy Administration Methodology using Machine Learning.
CoRR
Varun Gumma, Barsha Mitra, Soumyadeep Dey, Pratik Shashikantbhai Patel, Sourabh Suman, Saptarshi Das
2020 J jnl
Tabular Structure Detection from Document Images for Resource Constrained Devices Using A Row Based Similarity Measure.
CoRR
Soumyadeep Dey, Jayanta Mukhopadhyay, Shamik Sural
2017 — conf
A Comparative Study of Margin Noise Removal Algorithms on MarNR: A Margin Noise Dataset of Document Images.
OST@ICDAR
Soumyadeep Dey, Barsha Mitra, Jayanta Mukhopadhyay, Shamik Sural
2017 J jnl
Anveshak - A Groundtruth Generation Tool for Foreground Regions of Document Images.
CoRR
Soumyadeep Dey, Jayanta Mukherjee, Shamik Sural, Amit Vijay Nandedkar
2016 — conf
Anveshak - A Groundtruth Generation Tool for Foreground Regions of Document Images.
ICVGIP Workshops
Soumyadeep Dey, Jayanta Mukherjee, Shamik Sural, Amit Vijay Nandedkar
2016 J jnl
Consensus-based clustering for document image segmentation.
Int. J. Document Anal. Recognit.
Soumyadeep Dey, Jayanta Mukherjee, Shamik Sural
2016 B conf
Removal of Gray Rubber Stamps.
DAS
Soumyadeep Dey, Jayanta Mukhopadhyay, Shamik Sural
2015 — conf
Stamp and logo detection from document images by finding outliers.
NCVPRIPG
Soumyadeep Dey, Jayanta Mukherjee, Shamik Sural
2013 — conf
Colored Rubber Stamp Removal from Document Images.
PReMI
Soumyadeep Dey, Jayanta Mukherjee, Shamik Sural, Partha Bhowmick
2013 — conf
Re-targeting of multi-script document images for handheld devices.
MOCR@ICDAR
Soumyadeep Dey, Jayanta Mukhopadhyay, Shamik Sural, Partha Bhowmick
2012 — conf
Margin noise removal from printed document images.
DAR@ICVGIP
Soumyadeep Dey, Jayanta Mukhopadhyay, Shamik Sural, Partha Bhowmick