Pawan Kumar Singh

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 80

Top Topics

Feature Selection

Document Images

Action Recognition

Top Venues

Multim. Tools Appl.

Neural Comput. Appl.

Publications

Pawan Kumar Singh, Ram Sarkar, Vikrant Bhateja, Mita Nasipuri
A comprehensive handwritten Indic script recognition system: a tree-based approach. J. Ambient Intell. Humaniz. Comput. 15 (1) (2024)
Soumyajit Gayen, Sourajit Maity, Pawan Kumar Singh, Zong Woo Geem, Ram Sarkar
Two decades of vehicle make and model recognition - Survey, challenges and future directions. J. King Saud Univ. Comput. Inf. Sci. 36 (1) (2024)
Rajdeep Bhadra, Pawan Kumar Singh, Mufti Mahmud
HyEpiSeiD: a hybrid convolutional neural network and gated recurrent unit model for epileptic seizure detection from electroencephalogram signals. Brain Informatics 11 (1) (2024)
Sourajit Maity, Debam Saha, Pawan Kumar Singh, Ram Sarkar
JUIVCDv1: development of a still-image based dataset for indian vehicle classification. Multim. Tools Appl. 83 (28) (2024)
Trishita Dhara, Pawan Kumar Singh, Mufti Mahmud
A Fuzzy Ensemble-Based Deep learning Model for EEG-Based Emotion Recognition. Cogn. Comput. 16 (3) (2024)
Charanjeet Singh, Pawan Kumar Singh
Transmit antenna selection in M-MIMO system using metaheuristic aided model. J. High Speed Networks 30 (2) (2024)
Aritra Marik, Soumitri Chattopadhyay, Pawan Kumar Singh
A hybrid deep feature selection framework for emotion recognition from human speeches. Multim. Tools Appl. 82 (8) (2023)
Dmitrii I. Kaplun, Mikhail Bogachev, Pawan Kumar Singh, Ram Sarkar
Editorial: Bringing together data- and knowledge-driven solutions for a better understanding and effective diagnostics of neurological disorders. Frontiers Neuroinformatics 17 (2023)
Mainak Biswas, Saif Rahaman, Ali Ahmadian, Kamalularifin Subari, Pawan Kumar Singh
Automatic spoken language identification using MFCC based time series features. Multim. Tools Appl. 82 (7) (2023)
Soham Chattopadhyay, Arijit Dey, Pawan Kumar Singh, Ali Ahmadian, Ram Sarkar
A feature selection model for speech emotion recognition using clustering-based population generation with hybrid of equilibrium optimizer and atom search optimization algorithm. Multim. Tools Appl. 82 (7) (2023)
Avirup Bhattacharyya, Avigyan Bhattacharya, Sourajit Maity, Pawan Kumar Singh, Ram Sarkar
JUVDsi v1: developing and benchmarking a new still image database in Indian scenario for automatic vehicle detection. Multim. Tools Appl. 82 (21) (2023)
Arya Sarkar, Avinandan Banerjee, Pawan Kumar Singh, Ram Sarkar
3D Human Action Recognition: Through the eyes of researchers. Expert Syst. Appl. 193 (2022)
Rohit Kundu, Pawan Kumar Singh, Massimiliano Ferrara, Ali Ahmadian, Ram Sarkar
ET-NET: an ensemble of transfer learning models for prediction of COVID-19 infection through chest CT-scan images. Multim. Tools Appl. 81 (1) (2022)
Avinandan Banerjee, Sayantan Roy, Rohit Kundu, Pawan Kumar Singh, Vikrant Bhateja, Ram Sarkar
An ensemble approach for still image-based human action recognition. Neural Comput. Appl. 34 (21) (2022)
Kusum Dalal, Tejbir Singh, Pawan Kumar Singh
A Low Profile Ultra-Wideband Antenna Design with Reconfigurable Notch-Bands for Wideband and Narrowband Applications. Wirel. Pers. Commun. 125 (2) (2022)
Sahil Ahuja, Nitin Arvind Shelke, Pawan Kumar Singh
A deep learning framework using CNN and stacked Bi-GRU for COVID-19 predictions in India. Signal Image Video Process. 16 (3) (2022)
Soham Chattopadhyay, Arijit Dey, Pawan Kumar Singh, Ram Sarkar
DRDA-Net: Dense residual dual-shuffle attention network for breast cancer classification using histopathological images. Comput. Biol. Medicine 145 (2022)
Soumitri Chattopadhyay, Rohit Kundu, Pawan Kumar Singh, Seyedali Mirjalili, Ram Sarkar
Pneumonia detection from lung X-ray images using local search aided sine cosine algorithm based deep feature selection method. Int. J. Intell. Syst. 37 (7) (2022)
Avinandan Banerjee, Arya Sarkar, Sayantan Roy, Pawan Kumar Singh, Ram Sarkar
COVID-19 chest X-ray detection through blending ensemble of CNN snapshots. Biomed. Signal Process. Control. 78 (2022)
Pawan Kumar Singh, Ram Sarkar, Ajith Abraham, Mita Nasipuri
Script Classification: Benchmarking of the Results at Page, Block, Text-line, and Word Levels. ACM Trans. Asian Low Resour. Lang. Inf. Process. 21 (2) (2022)
Avishek Garain, Biswarup Ray, Fabio Giampaolo, Juan D. Velásquez, Pawan Kumar Singh, Ram Sarkar
GRaNN: feature selection with golden ratio-aided neural network for emotion, gender and speaker identification from voice signals. Neural Comput. Appl. 34 (17) (2022)
Soham Chattopadhyay, Arijit Dey, Pawan Kumar Singh, Diego Oliva, Erik Cuevas, Ram Sarkar
MTRRE-Net: A deep learning model for detection of breast cancer from histopathological images. Comput. Biol. Medicine 150 (2022)
Karam Kumar Sahoo, Ridam Hazra, Muhammad Fazal Ijaz, SeongKi Kim, Pawan Kumar Singh, Mufti Mahmud
MIC_FuzzyNET: Fuzzy Integral Based Ensemble for Automatic Classification of Musical Instruments From Audio Signals. IEEE Access 10 (2022)
Pawan Kumar Singh, Iman Chatterjee, Ram Sarkar, Elisa H. Barney Smith, Mita Nasipuri
A new feature extraction approach for script invariant handwritten numeral recognition. Expert Syst. J. Knowl. Eng. 38 (6) (2021)
Avishek Garain, Pawan Kumar Singh, Ram Sarkar
FuzzyGCP: A deep learning architecture for automatic spoken language identification from speech signals. Expert Syst. Appl. 168 (2021)
Rukhshanda Hussain, Yash Karbhari, Muhammad Fazal Ijaz, Marcin Wozniak, Pawan Kumar Singh, Ram Sarkar
Revise-Net: Exploiting Reverse Attention Mechanism for Salient Object Detection. Remote. Sens. 13 (23) (2021)
Dibyajyoti Dhar, Avishek Garain, Pawan Kumar Singh, Ram Sarkar
HP_DocPres: a method for classifying printed and handwritten texts in doctor's prescription. Multim. Tools Appl. 80 (7) (2021)
Ritam Guha, Hussain Ali Khan, Pawan Kumar Singh, Ram Sarkar, Debotosh Bhattacharjee
CGA: a new feature selection model for visual human action recognition. Neural Comput. Appl. 33 (10) (2021)
Avinandan Banerjee, Pawan Kumar Singh, Ram Sarkar
Fuzzy Integral-Based CNN Classifier Fusion for 3D Skeleton Action Recognition. IEEE Trans. Circuits Syst. Video Technol. 31 (6) (2021)
Saikat Chakraborty, Riktim Mondal, Pawan Kumar Singh, Ram Sarkar, Debotosh Bhattacharjee
Transfer learning with fine tuning for human action recognition from still images. Multim. Tools Appl. 80 (13) (2021)
Neelotpal Chakraborty, Agneet Chatterjee, Pawan Kumar Singh, Ayatullah Faruk Mollah, Ram Sarkar
Application of daisy descriptor for language identification in the wild. Multim. Tools Appl. 80 (1) (2021)
Subhranil Kundu, Samir Malakar, Zong Woo Geem, Yoon Young Moon, Pawan Kumar Singh, Ram Sarkar
Hough Transform-Based Angular Features for Learning-Free Handwritten Keyword Spotting. Sensors 21 (14) (2021)
Avishek Garain, Biswarup Ray, Pawan Kumar Singh, Ali Ahmadian, Norazak Senu, Ram Sarkar
GRA_Net: A Deep Learning Model for Classification of Age and Gender From Facial Images. IEEE Access 9 (2021)
Moumita Mandal, Pawan Kumar Singh, Muhammad Fazal Ijaz, Jana Shafi, Ram Sarkar
A Tri-Stage Wrapper-Filter Feature Selection Framework for Disease Classification. Sensors 21 (16) (2021)
Karam Kumar Sahoo, Ishan Dutta, Muhammad Fazal Ijaz, Marcin Wozniak, Pawan Kumar Singh
TLEFuzzyNet: Fuzzy Rank-Based Ensemble of Transfer Learning Models for Emotion Recognition From Human Speeches. IEEE Access 9 (2021)
Rohit Kundu, Pawan Kumar Singh, Seyedali Mirjalili, Ram Sarkar
COVID-19 detection from lung CT-Scans using a fuzzy integral-based CNN ensemble. Comput. Biol. Medicine 138 (2021)
Soulib Ghosh, Agneet Chatterjee, Pawan Kumar Singh, Showmik Bhowmik, Ram Sarkar
Language-invariant novel feature descriptors for handwritten numeral recognition. Vis. Comput. 37 (7) (2021)
Trinav Bhattacharyya, Bitanu Chatterjee, Pawan Kumar Singh, Jin Hee Yoon, Zong Woo Geem, Ram Sarkar
Mayfly in Harmony: A New Hybrid Meta-Heuristic Feature Selection Algorithm. IEEE Access 8 (2020)
Pawan Kumar Singh, Supratim Das, Ram Sarkar, Mita Nasipuri
A New Approach for Texture based Script Identification At Block Level using Quad Tree Decomposition. CoRR (2020)
Kushal Kanti Ghosh, Shameem Ahmed, Pawan Kumar Singh, Zong Woo Geem, Ram Sarkar
Improved Binary Sailfish Optimizer Based on Adaptive β-Hill Climbing for Feature Selection. IEEE Access 8 (2020)
Shameem Ahmed, Kushal Kanti Ghosh, Pawan Kumar Singh, Zong Woo Geem, Ram Sarkar
Hybrid of Harmony Search Algorithm and Ring Theory-Based Evolutionary Algorithm for Feature Selection. IEEE Access 8 (2020)
Ritam Guha, Manosij Ghosh, Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri
A Hybrid Swarm and Gravitation based feature selection algorithm for Handwritten Indic Script Classification problem. CoRR (2020)
Pawan Kumar Singh, Iman Chatterjee, Ram Sarkar, Mita Nasipuri
Handwritten Script Identification from Text Lines. CoRR (2020)
Pawan Kumar Singh, Shubham Sinha, Sagnik Pal Chowdhury, Ram Sarkar, Mita Nasipuri
Word Segmentation from Unconstrained Handwritten Bangla Document Images using Distance Transform. CoRR (2020)
Bitanu Chatterjee, Trinav Bhattacharyya, Kushal Kanti Ghosh, Pawan Kumar Singh, Zong Woo Geem, Ram Sarkar
Late Acceptance Hill Climbing Based Social Ski Driver Algorithm for Feature Selection. IEEE Access 8 (2020)
Samarpan Guha, Aankit Das, Pawan Kumar Singh, Ali Ahmadian, Norazak Senu, Ram Sarkar
Hybrid Feature Selection Method Based on Harmony Search and Naked Mole-Rat Algorithms for Spoken Language Identification From Audio Signals. IEEE Access 8 (2020)
Khalid Hassan Sheikh, Shameem Ahmed, Krishnendu Mukhopadhyay, Pawan Kumar Singh, Jin Hee Yoon, Zong Woo Geem, Ram Sarkar
EHHM: Electrical Harmony Based Hybrid Meta-Heuristic for Feature Selection. IEEE Access 8 (2020)
Kushal Kanti Ghosh, Pawan Kumar Singh, Junhee Hong, Zong Woo Geem, Ram Sarkar
Binary Social Mimic Optimization Algorithm With X-Shaped Transfer Function for Feature Selection. IEEE Access 8 (2020)
Anirban Mukhopadhyay, Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri
Handwritten Indic Script Recognition Based on the Dempster-Shafer Theory of Evidence. J. Intell. Syst. 29 (1) (2020)
Arijit Dey, Soham Chattopadhyay, Pawan Kumar Singh, Ali Ahmadian, Massimiliano Ferrara, Ram Sarkar
A Hybrid Meta-Heuristic Feature Selection Method Using Golden Ratio and Equilibrium Optimization Algorithms for Speech Emotion Recognition. IEEE Access 8 (2020)
Aankit Das, Samarpan Guha, Pawan Kumar Singh, Ali Ahmadian, Norazak Senu, Ram Sarkar
A Hybrid Meta-Heuristic Feature Selection Method for Identification of Indian Spoken Languages From Audio Signals. IEEE Access 8 (2020)
Soumyadeep Kundu, Sayantan Paul, Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri
Understanding NFC-Net: a deep learning approach to word-level handwritten Indic script recognition. Neural Comput. Appl. 32 (12) (2020)
Debadyuti Mukherjee, Riktim Mondal, Pawan Kumar Singh, Ram Sarkar, Debotosh Bhattacharjee
EnsemConvNet: a deep learning approach for human activity recognition using smartphone sensors for healthcare applications. Multim. Tools Appl. 79 (41-42) (2020)
Ritam Guha, Manosij Ghosh, Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri
M-HMOGA: A New Multi-Objective Feature Selection Algorithm for Handwritten Numeral Classification. J. Intell. Syst. 29 (1) (2020)
Iman Chatterjee, Manosij Ghosh, Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri
A clustering-based feature selection framework for handwritten Indic script classification. Expert Syst. J. Knowl. Eng. 36 (6) (2019)
Pawan Kumar Singh, Yadunath Gupta, Nilpa Jha, Aruna Rajan
Fashion Retail: Forecasting Demand for New Items. CoRR (2019)
Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri
script identification from handwritten document images. Int. J. Intell. Syst. Technol. Appl. 18 (3) (2019)
Sukrit Bhattacharya, Vaibhav Shaw, Pawan Kumar Singh, Ram Sarkar, Debotosh Bhattacharjee
SV-NET: A Deep Learning Approach to Video Based Human Activity Recognition. SoCPaR (2019)
Manosij Ghosh, Ritam Guha, Pawan Kumar Singh, Vikrant Bhateja, Ram Sarkar
A histogram based fuzzy ensemble technique for feature selection. Evol. Intell. 12 (4) (2019)
Anirban Mukhopadhyay, Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri
Script Recognition. J. Imaging 4 (2) (2018)
Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri
Correlation-based classifier combination in the field of pattern recognition. Comput. Intell. 34 (3) (2018)
Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri
handwritten numeral recognition. Int. J. Appl. Pattern Recognit. 5 (1) (2018)
Shibaprasad Sen, Ankan Bhattacharyya, Pawan Kumar Singh, Ram Sarkar, Kaushik Roy, David S. Doermann
Application of Structural and Topological Features to Recognize Online Handwritten Bangla Characters. ACM Trans. Asian Low Resour. Lang. Inf. Process. 17 (3) (2018)
Pawan Kumar Singh, Supratim Das, Ram Sarkar, Mita Nasipuri
Script invariant handwritten digit recognition using a simple feature descriptor. Int. J. Comput. Vis. Robotics 8 (5) (2018)
Aniket Jain, Yadunath Gupta, Pawan Kumar Singh, Aruna Rajan
Understanding Fashionability: What drives sales of a style? CoRR (2018)
Pawan Kumar Singh, Supratim Das, Ram Sarkar, Mita Nasipuri
Feature Selection Using Harmony Search for Script Identification from Handwritten Document Images. J. Intell. Syst. 27 (3) (2018)
Pawan Kumar Singh, Ram Sarkar, Nibaran Das, Subhadip Basu, Mahantapas Kundu, Mita Nasipuri
Benchmark databases of handwritten Bangla-Roman and Devanagari-Roman mixed-script document images. Multim. Tools Appl. 77 (7) (2018)
Pawan Kumar Singh, Supratim Das, Ram Sarkar, Mita Nasipuri
Recognition of Offline Handwritten Devanagari Numerals using Regional Weighted Run Length Features. CoRR (2018)
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 (2017)
Pawan Kumar Singh, Supratim Das, Ram Sarkar, Mita Nasipuri
Line Parameter based Word-Level Indic Script Identification System. Int. J. Comput. Vis. Image Process. 6 (2) (2016)
Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri
Significance of non-parametric statistical tests for comparison of classifiers over multiple datasets. Int. J. Comput. Sci. Math. 7 (5) (2016)
Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri
A Study of Moment Based Features on Handwritten Digit Recognition. Appl. Comput. Intell. Soft Comput. 2016 (2016)
Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri
Statistical Textural Features for Text-Line Level Handwritten Indic Script Identification. ACSS (2) (2016)
Pawan Kumar Singh, Supratim Das, Ram Sarkar, Mita Nasipuri
Handwritten Mixed-Script Recognition System: A Comprehensive Approach. FICTA (1) (2016)
Pawan Kumar Singh, Ram Sarkar
A simple and effective expert system for schizophrenia detection. Int. J. Intell. Syst. Technol. Appl. 14 (1) (2015)
Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri
Offline Script Identification from multilingual Indic-script documents: A state-of-the-art. Comput. Sci. Rev. 15 (2015)
Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri
Statistical validation of multiple classifiers over multiple datasets in the field of pattern recognition. Int. J. Appl. Pattern Recognit. 2 (1) (2015)
Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri, David S. Doermann
Word-level script identification for handwritten Indic scripts. ICDAR (2015)
Pawan Kumar Singh, Iman Chatterjee, Ram Sarkar
Page-level handwritten script identification using modified log-Gabor filter based features. ReTIS (2015)
Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri
Word-Level Script Identification Using Texture Based Features. Int. J. Syst. Dyn. Appl. 4 (2) (2015)
Pawan Kumar Singh, Arafat Mondal, Showmik Bhowmik, Ram Sarkar, Mita Nasipuri
Word-Level Script Identification from Handwritten Multi-script Documents. FICTA (1) (2014)
Pawan Kumar Singh, Ram Sarkar, Nibaran Das, Subhadip Basu, Mita Nasipuri
Statistical comparison of classifiers for script identification from multi-script handwritten documents. Int. J. Appl. Pattern Recognit. 1 (2) (2014)
Pawan Kumar Singh, Ram Sarkar, Nibaran Das, Subhadip Basu, Mita Nasipuri
Identification of Devnagari and Roman Scripts from Multi-script Handwritten Documents. PReMI (2013)
Soumik Datta, Pawan Kumar Singh, Ram Sarkar, Mita Nasipuri
A New Image Binarization Technique by Classifying Document Images. PReMI (2013)
Tanmoy Sarkar, Pawan Kumar Singh, Pradip Kumar Das, Nandini Mukherjee
Secure Broadcast Using Random Keys in Wireless Sensor Networks. ICWN (2010)