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Showmik Bhowmik
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2020 – today
- 2024
- [j19]Showmik Bhowmik
:
Utilization of relative context for text non-text region classification in offline documents using multi-scale dilated convolutional neural network. Multim. Tools Appl. 83(9): 26751-26774 (2024) - [j18]Showmik Bhowmik
, Shaikh Risat, Bhaskar Sarkar:
DSANet: dilated spatial attention network for the detection of text, non-text and touching components in unconstrained handwritten documents. Neural Comput. Appl. 36(27): 16959-16976 (2024) - 2023
- [b1]Showmik Bhowmik:
Document Layout Analysis. Springer Briefs in Computer Science, Springer 2023, ISBN 978-981-99-4276-3, pp. 1-86 - [c7]Bhaskar Sarkar, Saikh Risat, Asha Laha, Sanchari Pattanayak, Showmik Bhowmik
:
Classification of Text and Non-text Components Present in Offline Unconstrained Handwritten Documents Using Convolutional Neural Network. CICBA (1) 2023: 43-50 - 2022
- [j17]Soulib Ghosh, Khalid Hassan Sheikh, Hussain Ali Khan, Ankur Manna, Showmik Bhowmik
, Ram Sarkar
:
Application of texture-based features for text non-text classification in printed document images with novel feature selection algorithm. Soft Comput. 26(2): 891-909 (2022) - 2021
- [j16]Manosij Ghosh, Kushal Kanti Ghosh
, Showmik Bhowmik
, Ram Sarkar
:
Coalition game based feature selection for text non-text separation in handwritten documents using LBP based features. Multim. Tools Appl. 80(2): 3229-3249 (2021) - [j15]Rajdeep Bhattacharya, Samir Malakar
, Soulib Ghosh, Showmik Bhowmik
, Ram Sarkar
:
Understanding contents of filled-in Bangla form images. Multim. Tools Appl. 80(3): 3529-3570 (2021) - [j14]Suman Kumar Bera
, Soulib Ghosh, Showmik Bhowmik
, Ram Sarkar
, Mita Nasipuri:
A non-parametric binarization method based on ensemble of clustering algorithms. Multim. Tools Appl. 80(5): 7653-7673 (2021) - [j13]Showmik Bhowmik
, Soumyadeep Kundu, Ram Sarkar
:
BINYAS: a complex document layout analysis system. Multim. Tools Appl. 80(6): 8471-8504 (2021) - [j12]Riktim Mondal
, Showmik Bhowmik
, Ram Sarkar
:
tsegGAN: A Generative Adversarial Network for Segmenting Touching Nontext Components From Text Ones in Handwriting. IEEE Trans. Instrum. Meas. 70: 1-10 (2021) - [j11]Soulib Ghosh
, Agneet Chatterjee
, Pawan Kumar Singh
, Showmik Bhowmik
, Ram Sarkar
:
Language-invariant novel feature descriptors for handwritten numeral recognition. Vis. Comput. 37(7): 1781-1803 (2021) - 2020
- [j10]Arpan Basu, Riktim Mondal, Showmik Bhowmik
, Ram Sarkar
:
U-Net versus Pix2Pix: a comparative study on degraded document image binarization. J. Electronic Imaging 29(6): 063019 (2020) - [j9]Samir Malakar
, Manosij Ghosh, Agneet Chatterjee, Showmik Bhowmik
, Ram Sarkar
:
Offline music symbol recognition using Daisy feature and quantum Grey wolf optimization based feature selection. Multim. Tools Appl. 79(43-44): 32011-32036 (2020) - [j8]Samir Malakar
, Manosij Ghosh, Showmik Bhowmik
, Ram Sarkar
, Mita Nasipuri:
A GA based hierarchical feature selection approach for handwritten word recognition. Neural Comput. Appl. 32(7): 2533-2552 (2020) - [j7]Samir Malakar
, Sayantan Paul, Soumyadeep Kundu, Showmik Bhowmik
, Ram Sarkar
, Mita Nasipuri:
Handwritten word recognition using lottery ticket hypothesis based pruned CNN model: a new benchmark on CMATERdb2.1.2. Neural Comput. Appl. 32(18): 15209-15220 (2020)
2010 – 2019
- 2019
- [j6]Showmik Bhowmik
, Samir Malakar
, Ram Sarkar
, Subhadip Basu, Mahantapas Kundu, Mita Nasipuri:
Off-line Bangla handwritten word recognition: a holistic approach. Neural Comput. Appl. 31(10): 5783-5798 (2019) - [j5]Showmik Bhowmik
, Ram Sarkar
, Bishwadeep Das
, David S. Doermann
:
GiB: A Game Theory Inspired Binarization Technique for Degraded Document Images. IEEE Trans. Image Process. 28(3): 1443-1455 (2019) - 2018
- [j4]Showmik Bhowmik
, Ram Sarkar
, Mita Nasipuri, David S. Doermann
:
Text and non-text separation in offline document images: a survey. Int. J. Document Anal. Recognit. 21(1-2): 1-20 (2018) - [j3]Samanway Sahoo, Subham Kumar Nandi, Sourav Barua, Pallavi, Showmik Bhowmik
, Samir Malakar
, Ram Sarkar
:
Handwritten Bangla word recognition using negative refraction based shape transformation. J. Intell. Fuzzy Syst. 35(2): 1765-1777 (2018) - [j2]Sourav Ghosh, Dibyadwati Lahiri, Showmik Bhowmik
, Ergina Kavallieratou
, Ram Sarkar
:
Text/Non-Text Separation from Handwritten Document Images Using LBP Based Features: An Empirical Study. J. Imaging 4(4): 57 (2018) - [c6]Soulib Ghosh, Rajdeep Bhattacharya, Sandipan Majhi
, Showmik Bhowmik
, Samir Malakar
, Ram Sarkar
:
Textual Content Retrieval from Filled-in Form Images. DAR@ICVGIP 2018: 27-37 - 2017
- [c5]Manosij Ghosh
, Samir Malakar
, Showmik Bhowmik
, Ram Sarkar
, Mita Nasipuri:
Memetic Algorithm Based Feature Selection for Handwritten City Name Recognition. CICBA (2) 2017: 599-613 - [c4]Showmik Bhowmik
, Soumyadeep Kundu, Bikram Kumar De, Ram Sarkar
, Mita Nasipuri:
A Two-Stage Approach for Text and Non-text Separation from Handwritten Scientific Document Images. ICITAM 2017: 41-51 - [i1]Supratim Das, Pawan Kumar Singh, Showmik Bhowmik, Ram Sarkar, Mita Nasipuri:
A Harmony Search Based Wrapper Feature Selection Method for Holistic Bangla word Recognition. CoRR abs/1707.08398 (2017) - 2016
- [c3]Shilpi Barua, Samir Malakar
, Showmik Bhowmik
, Ram Sarkar
, Mita Nasipuri:
Bangla Handwritten City Name Recognition Using Gradient-Based Feature. FICTA (1) 2016: 343-352 - [c2]Bishwadeep Das, Showmik Bhowmik
, Aniruddha Saha, Ram Sarkar
:
An Adaptive Foreground-Background Separation Method for Effective Binarization of Document Images. SoCPaR 2016: 515-524 - 2015
- [j1]Showmik Bhowmik, Sanjib Polley, Md. Galib Roushan, Samir Malakar, Ram Sarkar, Mita Nasipuri:
A holistic word recognition technique for handwritten Bangla words. Int. J. Appl. Pattern Recognit. 2(2): 142-159 (2015) - 2014
- [c1]Pawan Kumar Singh
, Arafat Mondal, Showmik Bhowmik
, Ram Sarkar
, Mita Nasipuri:
Word-Level Script Identification from Handwritten Multi-script Documents. FICTA (1) 2014: 551-558
Coauthor Index

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