Soumen Bag

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 40

Top Topics

Forgery Detection

Polygonal Approximation

Character Recognition

Top Venues

Multim. Tools Appl.

IET Image Process.

Publications

Kousik Sarkar, Soumen Bag, Prasun Chandra Tripathi
Noise aware content-noise complementary GAN with local and global discrimination for low-dose CT denoising. Neurocomputing 582 (2024)
Prasun Chandra Tripathi, Soumen Bag
An Attention-Guided CNN Framework for Segmentation and Grading of Glioma Using 3D MRI Scans. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (3) (2023)
Deepika Gupta, Soumen Bag
Holistic versus segmentation-based recognition of handwritten Devanagari conjunct characters: a CNN-based experimental study. Neural Comput. Appl. 34 (7) (2022)
Prasun Chandra Tripathi, Soumen Bag
A computer-aided grading of glioma tumor using deep residual networks fusion. Comput. Methods Programs Biomed. 215 (2022)
Prabhat Dansena, Soumen Bag, Rajarshi Pal
Pen ink discrimination in handwritten documents using statistical and motif texture analysis : A classification based approach. Multim. Tools Appl. 81 (21) (2022)
Priyanka Roy, Soumen Bag
Ink analysis based forensic investigation of handwritten legal documents. Multim. Tools Appl. 81 (16) (2022)
Deepika Gupta, Soumen Bag
CNN-based multilingual handwritten numeral recognition: A fusion-free approach. Expert Syst. Appl. 165 (2021)
Prasun Chandra Tripathi, Soumen Bag
A Dilated Convolution-based Denoising Network for Magnetic Resonance Images. IJCNN (2021)
Anuja Dixit, Soumen Bag
A fast technique to detect copy-move image forgery with reflection and non-affine transformation attacks. Expert Syst. Appl. 182 (2021)
Rahul Pramanik, Soumen Bag
Handwritten Bangla city name word recognition using CNN-based transfer learning and FCN. Neural Comput. Appl. 33 (15) (2021)
Prabhat Dansena, Soumen Bag, Rajarshi Pal
Generation of Synthetic Data for Handwritten Word Alteration Detection. IEEE Access 9 (2021)
Anuja Dixit, Soumen Bag
Adaptive clustering-based approach for forgery detection in images containing similar appearing but authentic objects. Appl. Soft Comput. 113 (Part) (2021)
Rahul Pramanik, Soumen Bag
A novel skew correction methodology for handwritten words in multilingual multi-oriented documents. Multim. Tools Appl. 80 (18) (2021)
Deepika Gupta, Soumen Bag
Degraded Document Image Binarization Using Active Contour Model. CVIP (2) (2020)
Prasun Chandra Tripathi, Soumen Bag
Segmentation of brain magnetic resonance images using a novel fuzzy clustering based method. IET Image Process. 14 (15) (2020)
Rahul Pramanik, Soumen Bag
Segmentation-based recognition system for handwritten Bangla and Devanagari words using conventional classification and transfer learning. IET Image Process. 14 (5) (2020)
Anuja Dixit, Soumen Bag
Composite attacks-based copy-move image forgery detection using AKAZE and FAST with automatic contrast thresholding. IET Image Process. 14 (17) (2020)
Prasun Chandra Tripathi, Soumen Bag
CNN-DMRI: A Convolutional Neural Network for Denoising of Magnetic Resonance Images. Pattern Recognit. Lett. 135 (2020)
Prabhat Dansena, Rajarshi Pal, Soumen Bag
Quantitative assessment of capabilities of colour models for pen ink discrimination in handwritten documents. IET Image Process. 14 (8) (2020)
Anuja Dixit, Soumen Bag
Utilization of edge operators for localization of copy-move image forgery using WLD-HOG features with connected component labeling. Multim. Tools Appl. 79 (35-36) (2020)
Anuja Dixit, Soumen Bag
Utilization of HOG-SVD based Features with Connected Component Labeling for Multiple Copy-move Image Forgery Detection. ISBA (2019)
Prabhat Dansena, Rahul Pramanik, Soumen Bag, Rajarshi Pal
Ink Analysis Using CNN-Based Transfer Learning to Detect Alteration in Handwritten Words. CVIP (2) (2019)
Priyanka Roy, Soumen Bag
Detection of Handwritten Document Forgery by Analyzing Writers' Handwritings. PReMI (1) (2019)
Shraddha Wankhade, Anuja Dixit, Soumen Bag
A Fast and Rigid Copy Move Forgery Detection Technique Using HDBSCAN. CVIP (1) (2019)
Deepika Gupta, Soumen Bag
Handwritten multilingual word segmentation using polygonal approximation of digital curves for Indian languages. Multim. Tools Appl. 78 (14) (2019)
Priyanka Roy, Soumen Bag
Forensic Performance on Handwriting to Identify Forgery Owing to Word Alteration. ISBA (2019)
Anuja Dixit, Soumen Bag
Copy-Move Image Forgery Detection Using Gray-Tones with Texture Description. CVIP (2) (2018)
Rahul Pramanik, Prabhat Dansena, Soumen Bag
A Study on the Effect of CNN-Based Transfer Learning on Handwritten Indic and Mixed Numeral Recognition. DAR@ICVGIP (2018)
Mouli Laha, Prasun Chandra Tripathi, Soumen Bag
A skull stripping from brain MRI using adaptive iterative thresholding and mathematical morphology. RAIT (2018)
Arkajyoti Mitra, Prasun Chandra Tripathi, Soumen Bag
Identification of Astrocytoma Grade Using Intensity, Texture, and Shape Based Features. SocProS (1) (2018)
Rahul Pramanik, Soumen Bag
Shape decomposition-based handwritten compound character recognition for Bangla OCR. J. Vis. Commun. Image Represent. 50 (2018)
Rahul Pramanik, Soumen Bag, Ranjeet Kumar
A fuzzy and contour-based segmentation methodology for handwritten Hindi words in legal documents. RAIT (2018)
Rahul Pramanik, Vivek Raj, Soumen Bag
Finding the optimum classifier: Classification of segmentable components in offline handwritten Devanagari words. RAIT (2018)
Priyanka Roy, Soumen Bag
Identification of Fraudulent Alteration by Similar Pen Ink in Handwritten Bank Cheque. CVIP (2) (2018)
Rahul Pramanik, Soumen Bag
Linear Regression-Based Skew Correction of Handwritten Words in Indian Languages. CVIP (2) (2017)
Rahul Pramanik, Soumen Bag
Linear Curve Fitting-Based Headline Estimation in Handwritten Words for Indian Scripts. PReMI (2017)
Rahul Pramanik, Soumen Bag
Segmentation of Bengali Handwritten Conjunct Characters Through Structural Disintegration. CICBA (2) (2017)
Prabhat Dansena, Soumen Bag, Rajarshi Pal
Differentiating Pen Inks in Handwritten Bank Cheques Using Multi-layer Perceptron. PReMI (2017)
Kapil K. Upreti, Soumen Bag
Segmentation of Unconstrained Handwritten Hindi Words Using Polygonal Approximation. ICFHR (2016)
Shalmoly Mondal, Soumen Bag
Face Recognition Using PCA and Minimum Distance Classifier. FICTA (1) (2016)
Soumen Bag, Glory Chawpatnaik
A Modified Parallel Thinning Method for Handwritten Oriya Character Images. FICTA (2015)
Soumen Bag, Ankit Krishna
Character Segmentation of Hindi Unconstrained Handwritten Words. IWCIA (2015)
Soumen Bag, Partha Bhowmick
Adaptive-interpolative binarization with stroke preservation for restoration of faint characters in degraded documents. J. Vis. Commun. Image Represent. 31 (2015)
Soumen Bag, Gaurav Harit, Partha Bhowmick
Recognition of Bangla compound characters using structural decomposition. Pattern Recognit. 47 (3) (2014)
Soumyadeep Ghosh, Soumen Bag
An improvement on thinning to handle characters with noisy contour. NCVPRIPG (2013)
Soumen Bag, Partha Bhowmick, Gaurav Harit
Detection of Structural Concavities in Character Images - A Writer-Independent Approach. PerMIn (2012)
Soumen Bag, Gaurav Harit
Skeletonizing Character Images Using a Modified Medial Axis-Based Strategy. Int. J. Pattern Recognit. Artif. Intell. 25 (7) (2011)
Soumen Bag, Soumen Barik, Prithwiraj Sen, Gautam Sanyal
A Statistical Nonparametric Approach of Face Recognition: Combination of Eigenface & Modified k-Means Clustering CoRR (2011)
Soumen Bag, Gaurav Harit
Topographic Feature Extraction for Bengali and Hindi Character Images CoRR (2011)
Soumen Bag, Gaurav Harit
A Medial Axis Based Thinning Strategy for Character Images CoRR (2011)
Soumen Bag, Gaurav Harit
An improved contour-based thinning method for character images. Pattern Recognit. Lett. 32 (14) (2011)
Soumen Bag, Gaurav Harit
A medial axis based thinning strategy and structural feature extraction of character images. ICIP (2010)