Kaushik Roy

Affiliations:
  • West Bengal State University, Barasat, India


According to our database1, Kaushik Roy authored at least 117 papers between 2004 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

On csauthors.net:

Bibliography

2024
City name recognition for Indian postal automation: Exploring script dependent and independent approach.
Multim. Tools Appl., 2024

2023
Scene text understanding: recapitulating the past decade.
Artif. Intell. Rev., December, 2023

Hybrid approach for text categorization: A case study with Bangla news article.
J. Inf. Sci., June, 2023

Comparative study on the performance of the state-of-the-art CNN models for handwritten Bangla character recognition.
Multim. Tools Appl., May, 2023

Application of Machine Learning and Deep Learning Techniques for COVID-19 Screening Using Radiological Imaging: A Comprehensive Review.
SN Comput. Sci., 2023

LWSNet - a novel deep-learning architecture to segregate Covid-19 and pneumonia from x-ray imagery.
Multim. Tools Appl., 2023

A survey on different feature extraction methods for writer identification and verification.
Int. J. Appl. Pattern Recognit., 2023

A generalized line segmentation method for multi-script handwritten text documents.
Expert Syst. Appl., 2023

Plant Disease Detection and Classification Using a Deep Learning-Based Framework.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2023, 2023

2022
Understanding movie poster: transfer-deep learning approach for graphic-rich text recognition.
Vis. Comput., 2022

A Two-Stage Deep Feature Selection Method for Online Handwritten Bangla and Devanagari Basic Character Recognition.
SN Comput. Sci., 2022

CNN based recognition of handwritten multilingual city names.
Multim. Tools Appl., 2022

Author Identification from Literary Articles with Visual Features: A Case Study with Bangla Documents.
Future Internet, 2022

Advances in online handwritten recognition in the last decades.
Comput. Sci. Rev., 2022

Ensemble Stack Architecture for Lungs Segmentation from X-ray Images.
Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2022, 2022

SEN: Stack Ensemble Shallow Convolution Neural Network for Signature-based Writer Identification.
Proceedings of the 26th International Conference on Pattern Recognition, 2022

Feeling the Groove: Identification of Bass patterns from polyphonic audio.
Proceedings of the 22nd IEEE International Conference on Communication Technology, 2022

2021
PHDIndic_11: page-level handwritten document image dataset of 11 official Indic scripts.
Dataset, May, 2021

Multi-script handwritten signature (Roman & Devanagari).
Dataset, May, 2021

BYANJON: A Ground Truth Preparation System for Online Handwritten Bangla Documents.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2021

Identifying language from songs.
Multim. Tools Appl., 2021

LWSINet: A deep learning-based approach towards video script identification.
Multim. Tools Appl., 2021

Automatic Lung Health Screening Using Respiratory Sounds.
J. Medical Syst., 2021

STDNet: A CNN-based approach to single-/mixed-script detection.
Innov. Syst. Softw. Eng., 2021

Deep neural network to detect COVID-19: one architecture for both CT Scans and Chest X-rays.
Appl. Intell., 2021

Text categorization: past and present.
Artif. Intell. Rev., 2021

Movie Title Extraction and Script Separation Using Shallow Convolution Neural Network.
IEEE Access, 2021

Mammogram Mass Classification: A CNN-Based Technique Applied to Different Age Groups.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2021

Automatic Signature-Based Writer Identification in Mixed-Script Scenarios.
Proceedings of the 16th International Conference on Document Analysis and Recognition, 2021

2020
CESS-A System to Categorize Bangla Web Text Documents.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2020

Shortcoming of Visual Interpretation of Cardiotocography: A Comparative Study with Automated Method and Established Guideline Using Statistical Analysis.
SN Comput. Sci., 2020

A novel segmentation technique for online handwritten Bangla words.
Pattern Recognit. Lett., 2020

Improved word-level handwritten Indic script identification by integrating small convolutional neural networks.
Neural Comput. Appl., 2020

Online Bangla handwritten word recognition using HMM and language model.
Neural Comput. Appl., 2020

Image-based features for speech signal classification.
Multim. Tools Appl., 2020

Ensemble based technique for the assessment of fetal health using cardiotocograph - a case study with standard feature reduction techniques.
Multim. Tools Appl., 2020

A lazy learning-based language identification from speech using MFCC-2 features.
Int. J. Mach. Learn. Cybern., 2020

Segregation of Songs and Instrumentals - a Precursor to Voice/Accompaniment Separation from Songs in Noisy Scenario.
J. Autom. Mob. Robotics Intell. Syst., 2020

Linear Predictive Coefficients-Based Feature to Identify Top-Seven Spoken Languages.
Int. J. Pattern Recognit. Artif. Intell., 2020

Recognition of Online Handwritten Bangla Characters Using Supervised and Unsupervised Learning Approaches.
Int. J. Comput. Vis. Image Process., 2020

Cardiotocograph-based labor stage classification from uterine contraction pressure during ante-partum and intra-partum period: a fuzzy theoretic approach.
Health Inf. Sci. Syst., 2020

Deep Learning for Word-Level Handwritten Indic Script Identification.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2020

Recognition of Handwritten Indian Trilingual City Names.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2020

A Survey on Line Segmentation Techniques for Indic Scripts.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2020

Segregating Bass Grooves from Audio: A Rotation Forest-Based Approach.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2020

A Deep Learning Based Visible Knife Detection System to Aid in Women Security.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2020

Script Identification of Movie Titles from Posters.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2020

Text Categorization: A Lazy Learning-Based Approach.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2020

Ensemble of Nested Dichotomies for Author Identification System Using Similarity-Based Textual Features.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2020

A Deep Learning Approach with Line Drawing for Isolated Online Bangla Character Recognition.
Proceedings of the Sixth International Conference on Mathematics and Computing, 2020

SigVer - A Deep Learning Based Writer Independent Bangla Signature Verification System.
Proceedings of the Computer Vision and Image Processing - 5th International Conference, 2020

Deep Neural Network for Pneumonia Detection Using Chest X-Rays.
Proceedings of the Computer Vision and Image Processing - 5th International Conference, 2020

Recognition of Online Handwritten Bangla and Devanagari Basic Characters: A Transfer Learning Approach.
Proceedings of the Computer Vision and Image Processing - 5th International Conference, 2020

Periodic Change Detection in Fetal Heart Rate Using Cardiotocograph.
Proceedings of the 33rd IEEE International Symposium on Computer-Based Medical Systems, 2020

2019
Feature Selection for Recognition of Online Handwritten Bangla Characters.
Neural Process. Lett., 2019

Deep learning for spoken language identification: Can we visualize speech signal patterns?
Neural Comput. Appl., 2019

Automatic Indic script identification from handwritten documents: page, block, line and word-level approach.
Int. J. Mach. Learn. Cybern., 2019

Segregating Musical Chords for Automatic Music Transcription: A LSTM-RNN Approach.
Proceedings of the Pattern Recognition and Machine Intelligence, 2019

An Ensemble Learning Based Author Identification System.
Proceedings of the Pattern Recognition and Machine Intelligence, 2019

Identifying the Presence of Graphical Texts in Scene Images using CNN.
Proceedings of the 13th IAPR International Workshop on Graphics Recognition, 2019

2018
Application of Structural and Topological Features to Recognize Online Handwritten Bangla Characters.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2018

PHDIndic_11: page-level handwritten document image dataset of 11 official Indic scripts for script identification.
Multim. Tools Appl., 2018

MISNA - A musical instrument segregation system from noisy audio with LPCC-S features and extreme learning.
Multim. Tools Appl., 2018

Extreme learning machine for handwritten Indic script identification in multiscript documents.
J. Electronic Imaging, 2018

Line spectral frequency-based features and extreme learning machine for voice activity detection from audio signal.
Int. J. Speech Technol., 2018

Handwritten Indic Script Identification in Multi-Script Document Images: A Survey.
Int. J. Pattern Recognit. Artif. Intell., 2018

Content Independent Writer Identification on Bangla Script: A Document Level Approach.
Int. J. Pattern Recognit. Artif. Intell., 2018

Segregation of Speech, Music and Instrumentals with LSF-RG features.
Proceedings of the 12th International Conference on Software, 2018

An Empirical Study: ELM in Face Matching.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

Lazy Learning Based Segregation of Top-3 South Indian Languages with LSF-A Feature.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

SISU - A Speaker Identification System from Short Utterances.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

Artistic Multi-character Script Identification Using Iterative Isotropic Dilation Algorithm.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

A Survey on Extreme Learning Machine and Evolution of Its Variants.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

Efficient Feature Selection Based on Modified Cuckoo Search Optimization Problem for Classifying Web Text Documents.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

Recurrent Neural Network Based Classification of Fetal Heart Rate Using Cardiotocograph.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

Online Handwritten Bangla Character Recognition Using Frechet Distance and Distance Based Features.
Proceedings of the Document Analysis and Recognition, 2018

A Dravidian Language Identification System.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

Performance of Classifiers on MFCC-Based Phoneme Recognition for Language Identification.
Proceedings of the Computational Intelligence, Communications, and Business Analytics, 2018

Handwritten Indic Script Identification - A Multi-level Approach.
Proceedings of the Computational Intelligence, Communications, and Business Analytics, 2018

Categorization of Bangla Medical Text Documents Based on Hybrid Internal Feature.
Proceedings of the Computational Intelligence, Communications, and Business Analytics, 2018

2017
Separating Indic Scripts with <i>matra</i> for Effective Handwritten Script Identification in Multi-Script Documents.
Int. J. Pattern Recognit. Artif. Intell., 2017

Word-Level Multi-Script Indic Document Image Dataset and Baseline Results on Script Identification.
Int. J. Comput. Vis. Image Process., 2017

DFA-Based Online Bangla Character Recognition.
Proceedings of the Information Technology and Applied Mathematics - ICITAM 2017, Haldia, Purba Medinipur, West Bengal, India, October 30, 2017

SMIL - A Musical Instrument Identification System.
Proceedings of the Computational Intelligence, Communications, and Business Analytics, 2017

2016
Bangla and Oriya Script Lines Identification from Handwritten Document Images in Tri-script Scenario.
Int. J. Serv. Sci. Manag. Eng. Technol., 2016

A new dataset of word-level offline handwritten numeral images from four official Indic scripts and its benchmarking using image transform fusion.
Int. J. Intell. Eng. Informatics, 2016

Document Image Analysis for a Major Indic Script Bangla - Advancement and Scope.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2016

Word-Level Thirteen Official Indic Languages Database for Script Identification in Multi-script Documents.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2016

Recognize Online Handwritten Bangla Characters Using Hausdorff Distance-Based Feature.
Proceedings of the 5th International Conference on Frontiers in Intelligent Computing: Theory and Applications, 2016

READ - A Bangla Phoneme Recognition System.
Proceedings of the 5th International Conference on Frontiers in Intelligent Computing: Theory and Applications, 2016

Separating Indic Scripts with 'matra' - A Precursor to Script Identification in Multi-script Documents.
Proceedings of International Conference on Computer Vision and Image Processing, 2016

Quad-Tree Based Image Segmentation and Feature Extraction to Recognize Online Handwritten Bangla Characters.
Proceedings of the Artificial Neural Networks in Pattern Recognition, 2016

An Approach to Stroke-Based Online Handwritten Bangla Character Recognition.
Proceedings of the Advanced Computing and Systems for Security, 2016

2015
Indic script identification from handwritten document images - An unconstrained block-level approach.
Proceedings of the 2nd IEEE International Conference on Recent Trends in Information Systems, 2015

Effect of writer information on Bangla handwritten character recognition.
Proceedings of the 2015 Fifth National Conference on Computer Vision, 2015

A Simple and Effective Technique for Online Handwritten Bangla Character Recognition.
Proceedings of the 4th International Conference on Frontiers in Intelligent Computing: Theory and Applications, 2015

PWDB_13: A Corpus of Word-Level Printed Document Images from Thirteen Official Indic Scripts.
Proceedings of the 4th International Conference on Frontiers in Intelligent Computing: Theory and Applications, 2015

Visual Analytic-Based Technique for Handwritten Indic Script Identification - A Greedy Heuristic Feature Fusion Framework.
Proceedings of the 4th International Conference on Frontiers in Intelligent Computing: Theory and Applications, 2015

Offline Writer Identification from Isolated Characters Using Textural Features.
Proceedings of the 4th International Conference on Frontiers in Intelligent Computing: Theory and Applications, 2015

An Approach for Automatic Indic Script Identification from Handwritten Document Images.
Proceedings of the Advanced Computing and Systems for Security - ACSS 2015, 2015

Writer Verification on Bangla Handwritten Characters.
Proceedings of the Advanced Computing and Systems for Security - ACSS 2015, 2015

2014
Script Identification from Printed Indian Document Images and Performance Evaluation Using Different Classifiers.
Appl. Comput. Intell. Soft Comput., 2014

Fuzzy Membership Estimation Using ANN: A Case Study in CTG Analysis.
Proceedings of the 3rd International Conference on Frontiers of Intelligent Computing: Theory and Applications (FICTA) 2014, 2014

2012
Individuality of Bangla numerals.
Proceedings of the 12th International Conference on Intelligent Systems Design and Applications, 2012

2011
A novel approach for extraction and analysis of variability of baseline.
Proceedings of the International Conference on Recent Trends in Information Systems, 2011

2010
Word-Wise Handwritten Persian and Roman Script Identification.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

2009
Automation of Indian Postal Documents Written in Bangla and English.
Int. J. Pattern Recognit. Artif. Intell., 2009

A Lexicon-Driven Handwritten City-Name Recognition Scheme for Indian Postal Automation.
IEICE Trans. Inf. Syst., 2009

Indian Multi-Script Full Pin-code String Recognition for Postal Automation.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

2008
Trilingual Script Separation of Handwritten Postal Document.
Proceedings of the Sixth Indian Conference on Computer Vision, Graphics & Image Processing, 2008

2006
Recognition of English Multi-oriented Characters.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

2005
Comparison of the Multi Layer Perceptron and the Nearest Neighbor Classifier for Handwritten Numeral Recognition.
J. Inf. Sci. Eng., 2005

Bangla Handwritten Character Recognition.
Proceedings of the 2nd Indian International Conference on Artificial Intelligence, 2005

A System for Indian Postal Automation.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

Oriya Handwritten Numeral Recognition Syste.
Proceedings of the Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August, 2005

2004
A System for Joining and Recognition of Broken Bangla Numerals for Indian Postal Automation.
Proceedings of the ICVGIP 2004, 2004

A system towards Indian postal automation.
Proceedings of the Ninth International Workshop on Frontiers in Handwriting Recognition, 2004


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