Soumen Bag

Orcid: 0000-0002-4257-8076

Affiliations:
  • Indian Institute of Technology (Indian School of Mines), Department of Computer Science and Engineering, Dhanbad, India
  • International Institute of Information Technology Bhubaneswar, Department of Computer Science and Engineering, India (former)
  • International Institute of Information Technology Bhubaneswar, India (former)
  • Indian Institute of Technology Kharagpur, Department of Computer Science and Engineering, India (PhD 2013)
  • National Institute of Technology, Department of Computer Science and Engineering, Durgapur, India (former)


According to our database1, Soumen Bag authored at least 52 papers between 2010 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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Bibliography

2024
Noise aware content-noise complementary GAN with local and global discrimination for low-dose CT denoising.
Neurocomputing, 2024

2023
An Attention-Guided CNN Framework for Segmentation and Grading of Glioma Using 3D MRI Scans.
IEEE ACM Trans. Comput. Biol. Bioinform., 2023

2022
Holistic versus segmentation-based recognition of handwritten Devanagari conjunct characters: a CNN-based experimental study.
Neural Comput. Appl., 2022

Ink analysis based forensic investigation of handwritten legal documents.
Multim. Tools Appl., 2022

Pen ink discrimination in handwritten documents using statistical and motif texture analysis : A classification based approach.
Multim. Tools Appl., 2022

A computer-aided grading of glioma tumor using deep residual networks fusion.
Comput. Methods Programs Biomed., 2022

2021
Handwritten Bangla city name word recognition using CNN-based transfer learning and FCN.
Neural Comput. Appl., 2021

A novel skew correction methodology for handwritten words in multilingual multi-oriented documents.
Multim. Tools Appl., 2021

CNN-based multilingual handwritten numeral recognition: A fusion-free approach.
Expert Syst. Appl., 2021

A fast technique to detect copy-move image forgery with reflection and non-affine transformation attacks.
Expert Syst. Appl., 2021

Adaptive clustering-based approach for forgery detection in images containing similar appearing but authentic objects.
Appl. Soft Comput., 2021

Generation of Synthetic Data for Handwritten Word Alteration Detection.
IEEE Access, 2021

A Dilated Convolution-based Denoising Network for Magnetic Resonance Images.
Proceedings of the International Joint Conference on Neural Networks, 2021

2020
CNN-DMRI: A Convolutional Neural Network for Denoising of Magnetic Resonance Images.
Pattern Recognit. Lett., 2020

Utilization of edge operators for localization of copy-move image forgery using WLD-HOG features with connected component labeling.
Multim. Tools Appl., 2020

Segmentation of brain magnetic resonance images using a novel fuzzy clustering based method.
IET Image Process., 2020

Segmentation-based recognition system for handwritten Bangla and Devanagari words using conventional classification and transfer learning.
IET Image Process., 2020

Composite attacks-based copy-move image forgery detection using AKAZE and FAST with automatic contrast thresholding.
IET Image Process., 2020

Quantitative assessment of capabilities of colour models for pen ink discrimination in handwritten documents.
IET Image Process., 2020

Degraded Document Image Binarization Using Active Contour Model.
Proceedings of the Computer Vision and Image Processing - 5th International Conference, 2020

2019
Handwritten multilingual word segmentation using polygonal approximation of digital curves for Indian languages.
Multim. Tools Appl., 2019

Detection of Handwritten Document Forgery by Analyzing Writers' Handwritings.
Proceedings of the Pattern Recognition and Machine Intelligence, 2019

Forensic Performance on Handwriting to Identify Forgery Owing to Word Alteration.
Proceedings of the 5th IEEE International Conference on Identity, 2019

Utilization of HOG-SVD based Features with Connected Component Labeling for Multiple Copy-move Image Forgery Detection.
Proceedings of the 5th IEEE International Conference on Identity, 2019

A Fast and Rigid Copy Move Forgery Detection Technique Using HDBSCAN.
Proceedings of the Computer Vision and Image Processing - 4th International Conference, 2019

Ink Analysis Using CNN-Based Transfer Learning to Detect Alteration in Handwritten Words.
Proceedings of the Computer Vision and Image Processing - 4th International Conference, 2019

2018
Shape decomposition-based handwritten compound character recognition for Bangla OCR.
J. Vis. Commun. Image Represent., 2018

Identification of Astrocytoma Grade Using Intensity, Texture, and Shape Based Features.
Proceedings of the Soft Computing for Problem Solving, 2018

Finding the optimum classifier: Classification of segmentable components in offline handwritten Devanagari words.
Proceedings of the 2018 4th International Conference on Recent Advances in Information Technology (RAIT), 2018

A fuzzy and contour-based segmentation methodology for handwritten Hindi words in legal documents.
Proceedings of the 2018 4th International Conference on Recent Advances in Information Technology (RAIT), 2018

A skull stripping from brain MRI using adaptive iterative thresholding and mathematical morphology.
Proceedings of the 2018 4th International Conference on Recent Advances in Information Technology (RAIT), 2018

A Study on the Effect of CNN-Based Transfer Learning on Handwritten Indic and Mixed Numeral Recognition.
Proceedings of the Document Analysis and Recognition, 2018

Identification of Fraudulent Alteration by Similar Pen Ink in Handwritten Bank Cheque.
Proceedings of 3rd International Conference on Computer Vision and Image Processing - CVIP 2018, Jabalpur, India, September 29, 2018

Copy-Move Image Forgery Detection Using Gray-Tones with Texture Description.
Proceedings of 3rd International Conference on Computer Vision and Image Processing - CVIP 2018, Jabalpur, India, September 29, 2018

2017
Linear Curve Fitting-Based Headline Estimation in Handwritten Words for Indian Scripts.
Proceedings of the Pattern Recognition and Machine Intelligence, 2017

Differentiating Pen Inks in Handwritten Bank Cheques Using Multi-layer Perceptron.
Proceedings of the Pattern Recognition and Machine Intelligence, 2017

Linear Regression-Based Skew Correction of Handwritten Words in Indian Languages.
Proceedings of 2nd International Conference on Computer Vision & Image Processing, 2017

Segmentation of Bengali Handwritten Conjunct Characters Through Structural Disintegration.
Proceedings of the Computational Intelligence, Communications, and Business Analytics, 2017

2016
Segmentation of Unconstrained Handwritten Hindi Words Using Polygonal Approximation.
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

Face Recognition Using PCA and Minimum Distance Classifier.
Proceedings of the 5th International Conference on Frontiers in Intelligent Computing: Theory and Applications, 2016

2015
Adaptive-interpolative binarization with stroke preservation for restoration of faint characters in degraded documents.
J. Vis. Commun. Image Represent., 2015

Character Segmentation of Hindi Unconstrained Handwritten Words.
Proceedings of the Combinatorial Image Analysis - 17th International Workshop, 2015

A Modified Parallel Thinning Method for Handwritten Oriya Character Images.
Proceedings of the 4th International Conference on Frontiers in Intelligent Computing: Theory and Applications, 2015

2014
Recognition of Bangla compound characters using structural decomposition.
Pattern Recognit., 2014

2013
An improvement on thinning to handle characters with noisy contour.
Proceedings of the Fourth National Conference on Computer Vision, 2013

2012
Detection of Structural Concavities in Character Images - A Writer-Independent Approach.
Proceedings of the Perception and Machine Intelligence - First Indo-Japan Conference, 2012

2011
An improved contour-based thinning method for character images.
Pattern Recognit. Lett., 2011

Skeletonizing Character Images Using a Modified Medial Axis-Based Strategy.
Int. J. Pattern Recognit. Artif. Intell., 2011

Topographic Feature Extraction for Bengali and Hindi Character Images
CoRR, 2011

A Statistical Nonparametric Approach of Face Recognition: Combination of Eigenface & Modified k-Means Clustering
CoRR, 2011

A Medial Axis Based Thinning Strategy for Character Images
CoRR, 2011

2010
A medial axis based thinning strategy and structural feature extraction of character images.
Proceedings of the International Conference on Image Processing, 2010


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