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ORCIDSoumen Bag 0001
Person information
- affiliation: Indian Institute of Technology (Indian School of Mines), Department of Computer Science and Engineering, Dhanbad, India
- affiliation (former): International Institute of Information Technology Bhubaneswar, Department of Computer Science and Engineering, India
- affiliation (former): International Institute of Information Technology Bhubaneswar, India
- affiliation (PhD 2013): Indian Institute of Technology Kharagpur, Department of Computer Science and Engineering, India
- affiliation (former): National Institute of Technology, Department of Computer Science and Engineering, Durgapur, India
Other persons with the same name
- Soumen Bag 0002 — Indian Institute of Technology, Department of Mathematics, Kharagpur, India
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Journal Articles
- 2024
[j24]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: 127473 (2024)- 2023
- [j23]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): 1890-1904 (2023) - 2022
- [j22]Prasun Chandra Tripathi, Soumen Bag:
A computer-aided grading of glioma tumor using deep residual networks fusion. Comput. Methods Programs Biomed. 215: 106597 (2022) - [j21]Priyanka Roy, Soumen Bag:
Ink analysis based forensic investigation of handwritten legal documents. Multim. Tools Appl. 81(16): 23007-23047 (2022) - [j20]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): 30881-30909 (2022) - [j19]Deepika Gupta, Soumen Bag:
Holistic versus segmentation-based recognition of handwritten Devanagari conjunct characters: a CNN-based experimental study. Neural Comput. Appl. 34(7): 5665-5681 (2022) - 2021
- [j18]Prabhat Dansena, Soumen Bag, Rajarshi Pal:
Generation of Synthetic Data for Handwritten Word Alteration Detection. IEEE Access 9: 38979-38990 (2021) - [j17]Anuja Dixit, Soumen Bag:
Adaptive clustering-based approach for forgery detection in images containing similar appearing but authentic objects. Appl. Soft Comput. 113(Part): 107893 (2021) - [j16]Deepika Gupta, Soumen Bag:
CNN-based multilingual handwritten numeral recognition: A fusion-free approach. Expert Syst. Appl. 165: 113784 (2021) - [j15]Anuja Dixit, Soumen Bag:
A fast technique to detect copy-move image forgery with reflection and non-affine transformation attacks. Expert Syst. Appl. 182: 115282 (2021) - [j14]Rahul Pramanik, Soumen Bag:
A novel skew correction methodology for handwritten words in multilingual multi-oriented documents. Multim. Tools Appl. 80(18): 27323-27342 (2021) - [j13]Rahul Pramanik, Soumen Bag:
Handwritten Bangla city name word recognition using CNN-based transfer learning and FCN. Neural Comput. Appl. 33(15): 9329-9341 (2021) - 2020
- [j12]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): 959-972 (2020) - [j11]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): 1594-1604 (2020) - [j10]Prasun Chandra Tripathi, Soumen Bag:
Segmentation of brain magnetic resonance images using a novel fuzzy clustering based method. IET Image Process. 14(15): 3705-3717 (2020) - [j9]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): 4528-4542 (2020) - [j8]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): 26061-26097 (2020) - [j7]Prasun Chandra Tripathi, Soumen Bag:
CNN-DMRI: A Convolutional Neural Network for Denoising of Magnetic Resonance Images. Pattern Recognit. Lett. 135: 57-63 (2020) - 2019
- [j6]Deepika Gupta, Soumen Bag:
Handwritten multilingual word segmentation using polygonal approximation of digital curves for Indian languages. Multim. Tools Appl. 78(14): 19361-19386 (2019) - 2018
- [j5]Rahul Pramanik, Soumen Bag:
Shape decomposition-based handwritten compound character recognition for Bangla OCR. J. Vis. Commun. Image Represent. 50: 123-134 (2018) - 2015
- [j4]Soumen Bag, Partha Bhowmick:
Adaptive-interpolative binarization with stroke preservation for restoration of faint characters in degraded documents. J. Vis. Commun. Image Represent. 31: 266-281 (2015) - 2014
- [j3]Soumen Bag, Gaurav Harit, Partha Bhowmick:
Recognition of Bangla compound characters using structural decomposition. Pattern Recognit. 47(3): 1187-1201 (2014) - 2011
- [j2]Soumen Bag, Gaurav Harit:
Skeletonizing Character Images Using a Modified Medial Axis-Based Strategy. Int. J. Pattern Recognit. Artif. Intell. 25(7): 1035-1054 (2011) - [j1]Soumen Bag, Gaurav Harit:
An improved contour-based thinning method for character images. Pattern Recognit. Lett. 32(14): 1836-1842 (2011)
Conference and Workshop Papers
- 2021
- [c25]Prasun Chandra Tripathi, Soumen Bag:
A Dilated Convolution-based Denoising Network for Magnetic Resonance Images. IJCNN 2021: 1-8 - 2020
- [c24]Deepika Gupta, Soumen Bag:
Degraded Document Image Binarization Using Active Contour Model. CVIP (2) 2020: 124-136 - 2019
- [c23]Shraddha Wankhade, Anuja Dixit, Soumen Bag:
A Fast and Rigid Copy Move Forgery Detection Technique Using HDBSCAN. CVIP (1) 2019: 15-24 - [c22]Prabhat Dansena, Rahul Pramanik, Soumen Bag, Rajarshi Pal:
Ink Analysis Using CNN-Based Transfer Learning to Detect Alteration in Handwritten Words. CVIP (2) 2019: 223-232 - [c21]Anuja Dixit, Soumen Bag:
Utilization of HOG-SVD based Features with Connected Component Labeling for Multiple Copy-move Image Forgery Detection. ISBA 2019: 1-9 - [c20]Priyanka Roy, Soumen Bag:
Forensic Performance on Handwriting to Identify Forgery Owing to Word Alteration. ISBA 2019: 1-9 - [c19]Priyanka Roy, Soumen Bag:
Detection of Handwritten Document Forgery by Analyzing Writers' Handwritings. PReMI (1) 2019: 596-605 - 2018
- [c18]Anuja Dixit, Soumen Bag:
Copy-Move Image Forgery Detection Using Gray-Tones with Texture Description. CVIP (2) 2018: 75-86 - [c17]Priyanka Roy, Soumen Bag:
Identification of Fraudulent Alteration by Similar Pen Ink in Handwritten Bank Cheque. CVIP (2) 2018: 183-195 - [c16]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: 41-51 - [c15]Mouli Laha, Prasun Chandra Tripathi, Soumen Bag:
A skull stripping from brain MRI using adaptive iterative thresholding and mathematical morphology. RAIT 2018: 1-6 - [c14]Rahul Pramanik, Soumen Bag, Ranjeet Kumar:
A fuzzy and contour-based segmentation methodology for handwritten Hindi words in legal documents. RAIT 2018: 1-6 - [c13]Rahul Pramanik, Vivek Raj, Soumen Bag:
Finding the optimum classifier: Classification of segmentable components in offline handwritten Devanagari words. RAIT 2018: 1-5 - [c12]Arkajyoti Mitra, Prasun Chandra Tripathi, Soumen Bag:
Identification of Astrocytoma Grade Using Intensity, Texture, and Shape Based Features. SocProS (1) 2018: 455-465 - 2017
- [c11]Rahul Pramanik, Soumen Bag:
Segmentation of Bengali Handwritten Conjunct Characters Through Structural Disintegration. CICBA (2) 2017: 297-306 - [c10]Rahul Pramanik, Soumen Bag:
Linear Regression-Based Skew Correction of Handwritten Words in Indian Languages. CVIP (2) 2017: 129-139 - [c9]Rahul Pramanik, Soumen Bag:
Linear Curve Fitting-Based Headline Estimation in Handwritten Words for Indian Scripts. PReMI 2017: 116-123 - [c8]Prabhat Dansena, Soumen Bag, Rajarshi Pal:
Differentiating Pen Inks in Handwritten Bank Cheques Using Multi-layer Perceptron. PReMI 2017: 655-663 - 2016
- [c7]Shalmoly Mondal, Soumen Bag:
Face Recognition Using PCA and Minimum Distance Classifier. FICTA (1) 2016: 397-405 - [c6]Kapil K. Upreti, Soumen Bag:
Segmentation of Unconstrained Handwritten Hindi Words Using Polygonal Approximation. ICFHR 2016: 150-155 - 2015
- [c5]Soumen Bag, Glory Chawpatnaik:
A Modified Parallel Thinning Method for Handwritten Oriya Character Images. FICTA 2015: 181-189 - [c4]Soumen Bag, Ankit Krishna:
Character Segmentation of Hindi Unconstrained Handwritten Words. IWCIA 2015: 247-260 - 2013
- [c3]Soumyadeep Ghosh, Soumen Bag:
An improvement on thinning to handle characters with noisy contour. NCVPRIPG 2013: 1-4 - 2012
- [c2]Soumen Bag, Partha Bhowmick, Gaurav Harit:
Detection of Structural Concavities in Character Images - A Writer-Independent Approach. PerMIn 2012: 260-268 - 2010
- [c1]Soumen Bag, Gaurav Harit:
A medial axis based thinning strategy and structural feature extraction of character images. ICIP 2010: 2173-2176
Informal and Other Publications
- 2011
- [i3]Soumen Bag, Gaurav Harit:
A Medial Axis Based Thinning Strategy for Character Images. CoRR abs/1103.0738 (2011) - [i2]Soumen Bag, Soumen Barik, Prithwiraj Sen, Gautam Sanyal:
A Statistical Nonparametric Approach of Face Recognition: Combination of Eigenface & Modified k-Means Clustering. CoRR abs/1104.1237 (2011) - [i1]Soumen Bag, Gaurav Harit:
Topographic Feature Extraction for Bengali and Hindi Character Images. CoRR abs/1107.2723 (2011)
Coauthor Index
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