Showmik Bhowmik

According to our database, Showmik Bhowmik authored at least 28 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

DSANet: dilated spatial attention network for the detection of text, non-text and touching components in unconstrained handwritten documents.

Showmik Bhowmik, Shaikh Risat, Bhaskar Sarkar

Neural Comput. Appl., September, 2024

Utilization of relative context for text non-text region classification in offline documents using multi-scale dilated convolutional neural network.

Showmik Bhowmik

Multim. Tools Appl., March, 2024

2023

Document Layout Analysis

Showmik Bhowmik

Springer Briefs in Computer Science, Springer, ISBN: 978-981-99-4276-3, 2023

Classification of Text and Non-text Components Present in Offline Unconstrained Handwritten Documents Using Convolutional Neural Network.

Bhaskar Sarkar, Saikh Risat, Asha Laha, Sanchari Pattanayak, Showmik Bhowmik

Proceedings of the Computational Intelligence in Communications and Business Analytics, 2023

2022

Application of texture-based features for text non-text classification in printed document images with novel feature selection algorithm.

Soulib Ghosh, Khalid Hassan Sheikh, Hussain Ali Khan, Ankur Manna, Showmik Bhowmik, Ram Sarkar

Soft Comput., 2022

2021

Language-invariant novel feature descriptors for handwritten numeral recognition.

Soulib Ghosh, Agneet Chatterjee, Pawan Kumar Singh, Showmik Bhowmik, Ram Sarkar

Vis. Comput., 2021

tsegGAN: A Generative Adversarial Network for Segmenting Touching Nontext Components From Text Ones in Handwriting.

Riktim Mondal, Showmik Bhowmik, Ram Sarkar

IEEE Trans. Instrum. Meas., 2021

Coalition game based feature selection for text non-text separation in handwritten documents using LBP based features.

Manosij Ghosh, Kushal Kanti Ghosh, Showmik Bhowmik, Ram Sarkar

Multim. Tools Appl., 2021

BINYAS: a complex document layout analysis system.

Showmik Bhowmik, Soumyadeep Kundu, Ram Sarkar

Multim. Tools Appl., 2021

Understanding contents of filled-in Bangla form images.

Rajdeep Bhattacharya, Samir Malakar, Soulib Ghosh, Showmik Bhowmik, Ram Sarkar

Multim. Tools Appl., 2021

A non-parametric binarization method based on ensemble of clustering algorithms.

Suman Kumar Bera, Soulib Ghosh, Showmik Bhowmik, Ram Sarkar, Mita Nasipuri

Multim. Tools Appl., 2021

2020

Handwritten word recognition using lottery ticket hypothesis based pruned CNN model: a new benchmark on CMATERdb2.1.2.

Samir Malakar, Sayantan Paul, Soumyadeep Kundu, Showmik Bhowmik, Ram Sarkar, Mita Nasipuri

Neural Comput. Appl., 2020

A GA based hierarchical feature selection approach for handwritten word recognition.

Samir Malakar, Manosij Ghosh, Showmik Bhowmik, Ram Sarkar, Mita Nasipuri

Neural Comput. Appl., 2020

Offline music symbol recognition using Daisy feature and quantum Grey wolf optimization based feature selection.

Samir Malakar, Manosij Ghosh, Agneet Chatterjee, Showmik Bhowmik, Ram Sarkar

Multim. Tools Appl., 2020

U-Net versus Pix2Pix: a comparative study on degraded document image binarization.

Arpan Basu, Riktim Mondal, Showmik Bhowmik, Ram Sarkar

J. Electronic Imaging, 2020

2019

GiB: A <i>G</i>ame Theory <i>I</i>nspired <i>B</i>inarization Technique for Degraded Document Images.

Showmik Bhowmik, Ram Sarkar, Bishwadeep Das, David S. Doermann

IEEE Trans. Image Process., 2019

Off-line Bangla handwritten word recognition: a holistic approach.

Showmik Bhowmik, Samir Malakar, Ram Sarkar, Subhadip Basu, Mahantapas Kundu, Mita Nasipuri

Neural Comput. Appl., 2019

2018

Text/Non-Text Separation from Handwritten Document Images Using LBP Based Features: An Empirical Study.

Sourav Ghosh, Dibyadwati Lahiri, Showmik Bhowmik, Ergina Kavallieratou, Ram Sarkar

J. Imaging, 2018

Handwritten Bangla word recognition using negative refraction based shape transformation.

Samanway Sahoo, Subham Kumar Nandi, Sourav Barua, Pallavi, Showmik Bhowmik, Samir Malakar, Ram Sarkar

J. Intell. Fuzzy Syst., 2018

Text and non-text separation in offline document images: a survey.

Showmik Bhowmik, Ram Sarkar, Mita Nasipuri, David S. Doermann

Int. J. Document Anal. Recognit., 2018

Textual Content Retrieval from Filled-in Form Images.

Soulib Ghosh, Rajdeep Bhattacharya, Sandipan Majhi, Showmik Bhowmik, Samir Malakar, Ram Sarkar

Proceedings of the Document Analysis and Recognition, 2018

2017

A Harmony Search Based Wrapper Feature Selection Method for Holistic Bangla word Recognition.

Supratim Das, Pawan Kumar Singh, Showmik Bhowmik, Ram Sarkar, Mita Nasipuri

CoRR, 2017

A Two-Stage Approach for Text and Non-text Separation from Handwritten Scientific Document Images.

Showmik Bhowmik, Soumyadeep Kundu, Bikram Kumar De, Ram Sarkar, Mita Nasipuri

Proceedings of the Information Technology and Applied Mathematics - ICITAM 2017, Haldia, Purba Medinipur, West Bengal, India, October 30, 2017

Memetic Algorithm Based Feature Selection for Handwritten City Name Recognition.

Manosij Ghosh, Samir Malakar, Showmik Bhowmik, Ram Sarkar, Mita Nasipuri

Proceedings of the Computational Intelligence, Communications, and Business Analytics, 2017

2016

An Adaptive Foreground-Background Separation Method for Effective Binarization of Document Images.

Bishwadeep Das, Showmik Bhowmik, Aniruddha Saha, Ram Sarkar

Proceedings of the Eighth International Conference on Soft Computing and Pattern Recognition, 2016

Bangla Handwritten City Name Recognition Using Gradient-Based Feature.

Shilpi Barua, Samir Malakar, Showmik Bhowmik, Ram Sarkar, Mita Nasipuri

Proceedings of the 5th International Conference on Frontiers in Intelligent Computing: Theory and Applications, 2016

2015

A holistic word recognition technique for handwritten Bangla words.

Showmik Bhowmik, Sanjib Polley, Md. Galib Roushan, Samir Malakar, Ram Sarkar, Mita Nasipuri

Int. J. Appl. Pattern Recognit., 2015

2014

Word-Level Script Identification from Handwritten Multi-script Documents.

Pawan Kumar Singh, Arafat Mondal, Showmik Bhowmik, Ram Sarkar, Mita Nasipuri

Proceedings of the 3rd International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA) 2014, 2014