Swapan K. Parui

Orcid: 0000-0001-6863-5780

According to our database1, Swapan K. Parui authored at least 122 papers between 1982 and 2022.

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

Timeline

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Bibliography

2022
An Unsupervised and Robust Line and Word Segmentation Method for Handwritten and Degraded Printed Document.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2022

2020
Mutual conditional independence and its applications to model selection in Markov networks.
Ann. Math. Artif. Intell., 2020

2019
A novel method for binarization of scene text images and its application in text identification.
Pattern Anal. Appl., 2019

2018
An HMM framework based on spherical-linear features for online cursive handwriting recognition.
Inf. Sci., 2018

Document Image Classification with Intra-Domain Transfer Learning and Stacked Generalization of Deep Convolutional Neural Networks.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

A Hybrid Deep Architecture for Robust Recognition of Text Lines of Degraded Printed Documents.
Proceedings of the 24th International Conference on Pattern Recognition, 2018

An Efficient Feature Vector for Segmentation-Free Recognition of Online Cursive Handwriting Based on a Hybrid Deep Neural Network.
Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

Does Deeper Network Lead to Better Accuracy: A Case Study on Handwritten Devanagari Characters.
Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018

2017
Recognition of Bangla text from outdoor images using decision tree model.
Int. J. Knowl. Based Intell. Eng. Syst., 2017

A sigma-lognormal model-based approach to generating large synthetic online handwriting sample databases.
Int. J. Document Anal. Recognit., 2017

A New Combined Approach for Inference in High-Dimensional Regression Models with Correlated Variables.
Proceedings of the 6th Workshop on Dynamics of Knowledge and Belief (DKB-2017) and the 5th Workshop KI & Kognition (KIK-2017) co-located with 40th German Conference on Artificial Intelligence (KI 2017), 2017

Pre-Selection in Cluster Lasso Methods for Correlated Variable Selection in High-Dimensional Linear Models.
Proceedings of the 6th Workshop on Dynamics of Knowledge and Belief (DKB-2017) and the 5th Workshop KI & Kognition (KIK-2017) co-located with 40th German Conference on Artificial Intelligence (KI 2017), 2017

Post Lasso Stability Selection for High Dimensional Linear Models.
Proceedings of the 6th International Conference on Pattern Recognition Applications and Methods, 2017

A Hybrid Model for End to End Online Handwriting Recognition.
Proceedings of the 14th IAPR International Conference on Document Analysis and Recognition, 2017

2016
Bangla Handwritten Character Segmentation Using Structural Features: A Supervised and Bootstrapping Approach.
ACM Trans. Asian Low Resour. Lang. Inf. Process., 2016

SWGMM: a semi-wrapped Gaussian mixture model for clustering of circular-linear data.
Pattern Anal. Appl., 2016

Improving Information Retrieval Performance on OCRed Text in the Absence of Clean Text Ground Truth.
Inf. Process. Manag., 2016

Efficient Clustering of Correlated Variables and Variable Selection in High-Dimensional Linear Models.
CoRR, 2016

A Hybrid Deep Architecture for Face Recognition in Real-Life Scenario.
Proceedings of the Computer Vision, Graphics, and Image Processing, 2016

An End-to-End System for Bangla Online Handwriting Recognition.
Proceedings of the 15th International Conference on Frontiers in Handwriting Recognition, 2016

Indian Statistical Institute Kolkata at PR-SOCO 2016: A Simple Linear Regression Based Approach.
Proceedings of the Working notes of FIRE 2016, 2016

2015
Learning combination weights in data fusion using Genetic Algorithms.
Inf. Process. Manag., 2015

Retrieval from Noisy E-Discovery Corpus in the Absence of Training Data.
Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2015

Sentiment analysis using cosine similarity measure.
Proceedings of the 2nd IEEE International Conference on Recent Trends in Information Systems, 2015

Script independent online handwriting recognition.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

CNN based common approach to handwritten character recognition of multiple scripts.
Proceedings of the 13th International Conference on Document Analysis and Recognition, 2015

Clustered Semi-Supervised Relevance Feedback.
Proceedings of the 24th ACM International Conference on Information and Knowledge Management, 2015

Offline handwritten Devanagari word recognition: Information fusion at feature and classifier levels.
Proceedings of the 3rd IAPR Asian Conference on Pattern Recognition, 2015

2014
Incremental blind feedback: An effective approach to automatic query expansion.
ACM Trans. Asian Lang. Inf. Process., 2014

Smoothing of HMM parameters for efficient recognition of online handwriting.
Pattern Recognit., 2014

Pair-copula based mixture models and their application in clustering.
Pattern Recognit., 2014

Combination of Features for Efficient Recognition of Offline Handwritten Devanagari Words.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Stroke Level User-Adaptation for Stroke Order Free Online Handwriting Recognition.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

A Machine Learning Approach to Detection of Core Region of Online Handwritten Bangla Word Samples.
Proceedings of the 14th International Conference on Frontiers in Handwriting Recognition, 2014

Building Test Collection from Old IR Literature.
Proceedings of the Forum for Information Retrieval Evaluation, 2014

Holistic Recognition of Online Handwritten Words Based on an Ensemble of SVM Classifiers.
Proceedings of the 11th IAPR International Workshop on Document Analysis Systems, 2014

2013
Effective and Robust Query-Based Stemming.
ACM Trans. Inf. Syst., 2013

A Copula Based Statistical Model for Text Extraction from Scene Images.
Proceedings of the Pattern Recognition and Machine Intelligence, 2013

A Pair-Copula Based Scheme for Text Extraction from Digital Images.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Levenshtein distance metric based holistic handwritten word recognition.
Proceedings of the 4th International Workshop on Multilingual OCR, 2013

Online Handwriting Recognition Using Levenshtein Distance Metric.
Proceedings of the 12th International Conference on Document Analysis and Recognition, 2013

Improving IR Performance from OCRed Text using Cooccurrence.
Proceedings of the 5th 2013 Forum on Information Retrieval Evaluation, 2013

2012
Offline recognition of handwritten Bangla characters: an efficient two-stage approach.
Pattern Anal. Appl., 2012

A finite mixture model based on pair-copula construction of multivariate distributions and its application to color image segmentation.
Proceedings of the Eighth Indian Conference on Vision, Graphics and Image Processing, 2012

Lightweight user-adaptive handwriting recognizer for resource constrained handheld devices.
Proceedings of the Proceeding of the workshop on Document Analysis and Recognition, 2012

Segmentation of Bangla words in scene images.
Proceedings of the Eighth Indian Conference on Vision, Graphics and Image Processing, 2012

Scene text detection using sparse stroke information and MLP.
Proceedings of the 21st International Conference on Pattern Recognition, 2012

Building a Personal Handwriting Recognizer on an Android Device.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

HMM Based Online Handwritten Bangla Character Recognition Using Dirichlet Distributions.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

A Semi-automatic Annotation Scheme for Bangla Online Mixed Cursive Handwriting Samples.
Proceedings of the 2012 International Conference on Frontiers in Handwriting Recognition, 2012

Lexicon Reduction Technique for Bangla Handwritten Word Recognition.
Proceedings of the 10th IAPR International Workshop on Document Analysis Systems, 2012

2011
GRAS: An effective and efficient stemming algorithm for information retrieval.
ACM Trans. Inf. Syst., 2011

A Fast Corpus-Based Stemmer.
ACM Trans. Asian Lang. Inf. Process., 2011

Cluster-Based Relevance Feedback: Legal Track 2011.
Proceedings of The Twentieth Text REtrieval Conference, 2011

A novel corpus-based stemming algorithm using co-occurrence statistics.
Proceedings of the Proceeding of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2011

Color Image Segmentation Using a Semi-wrapped Gaussian Mixture Model.
Proceedings of the Pattern Recognition and Machine Intelligence, 2011

Headline Based Text Extraction from Outdoor Images.
Proceedings of the Pattern Recognition and Machine Intelligence, 2011

Decision Tree Based Recognition of Bangla Text from Outdoor Scene Images.
Proceedings of the Neural Information Processing - 18th International Conference, 2011

Retrieval from OCR Text: RISOT Track.
Proceedings of the Multilingual Information Access in South Asian Languages, 2011

Text Detection of Two Major Indian Scripts in Natural Scene Images.
Proceedings of the Camera-Based Document Analysis and Recognition, 2011

2010
Indian Statistical Institute, Kolkata at TREC 2010: Legal Interactive.
Proceedings of The Nineteenth Text REtrieval Conference, 2010

TASOCNN: a topology adaptive self-organizing circular neural network and its application to color segmentation.
Proceedings of the Seventh Indian Conference on Computer Vision, 2010

On-line Handwriting Recognition of Indian Scripts - The First Benchmark.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

Online Bangla Word Recognition Using Sub-Stroke Level Features and Hidden Markov Models.
Proceedings of the International Conference on Frontiers in Handwriting Recognition, 2010

2009
SVM-based hierarchical architectures for handwritten Bangla character recognition.
Int. J. Document Anal. Recognit., 2009

Database generation and recognition of online handwritten Bangla characters.
Proceedings of the International Workshop on Multilingual OCR, 2009

Devanagari and Bangla Text Extraction from Natural Scene Images.
Proceedings of the 10th International Conference on Document Analysis and Recognition, 2009

2008
Machine dating of manuscripts written by an individual.
J. Electronic Imaging, 2008

A Color Based Image Segmentation and its Application to Text Segmentation.
Proceedings of the Sixth Indian Conference on Computer Vision, Graphics & Image Processing, 2008

Offline handwritten Devanagari word recognition: A segmentation based approach.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Online handwritten Bangla character recognition using HMM.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

Discriminative HMM training with GA for handwritten word recognition.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

A Segmentation Based Approach to Offline Handwritten Devanagari Word Recognition.
Proceedings of the 2008 International Conference on Information Technology, 2008

Offline Handwritten Devanagari Word Recognition: A Holistic Approach Based on Directional Chain Code Feature and HMM.
Proceedings of the 2008 International Conference on Information Technology, 2008

Color Based Image Segmentation.
Proceedings of the 2008 International Conference on Information Technology, 2008

2007
YASS: Yet another suffix stripper.
ACM Trans. Inf. Syst., 2007

Offline Handwritten Devanagari Word Recognition: An HMM Based Approach.
Proceedings of the Pattern Recognition and Machine Intelligence, 2007

HMM Parameter Estimation with Genetic Algorithm for Handwritten Word Recognition.
Proceedings of the Pattern Recognition and Machine Intelligence, 2007

Initiative for Indian Language IR Evaluation.
Proceedings of the 1st International Workshop on Evaluating Information Access, 2007

Machine Dating of Handwritten Manuscripts.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

A Two Stage Recognition Scheme for Handwritten Tamil Characters.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

Direction Code Based Features for Recognition of Online Handwritten Characters of Bangla.
Proceedings of the 9th International Conference on Document Analysis and Recognition (ICDAR 2007), 2007

Color Texture Analysis of Rice Leaves Diagnosing Deficiency in the Balance of Mineral Levels towards Improvement of Crop Productivity.
Proceedings of the 10th International Conference on Information Technology, 2007

2006
ISITRA: A generalized way of signal decomposition and reconstruction.
Digit. Signal Process., 2006

On Recognition of Handwritten Bangla Characters.
Proceedings of the Computer Vision, Graphics and Image Processing, 5th Indian Conference, 2006

Summarization of JBIG2 Compressed Indian Language Textual Images.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

An HMM Based Recognition Scheme for Handwritten Oriya Numerals.
Proceedings of the 9th International Conference in Information Technology, 2006

Analysis of Error Sources Towards Improved Form Processing.
Proceedings of the 9th International Conference in Information Technology, 2006

2005
Two-stage Recognition of Handwritten Bangla Alphanumeric Characters using Neural Classifiers.
Proceedings of the 2nd Indian International Conference on Artificial Intelligence, 2005

A Novel Approach to Skew Detection and Character Segmentation for Handwritten Bangla Words.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2005

2004
Simplet and its Application in Signal Encryption.
Multidimens. Syst. Signal Process., 2004

Recognition of Bangla Handwritten Characters Using an MLP Classifier Based on Stroke Features.
Proceedings of the Neural Information Processing, 11th International Conference, 2004

2002
A Neural Network Model for Minimum Spanning Circle: Its Convergence, Architecture Design and Applications.
Int. J. Pattern Recognit. Artif. Intell., 2002

A Hybrid Scheme for Handprinted Numeral Recognition Based on a Self-Organizing Network and MLP Classifiers.
Int. J. Pattern Recognit. Artif. Intell., 2002

On Convergence of a Neural Network Model Computing MSC.
Proceedings of the Advances in Soft Computing, 2002

Recognition of Handprinted Bangla Numerals Using Neural Network Models.
Proceedings of the Advances in Soft Computing, 2002

2001
Skeletonization by a topology-adaptive self-organizing neural network.
Pattern Recognit., 2001

2000
Shape Extraction of Volumetric Images of Filamentous Bacteria Using Topology Adaptive Self Organization.
Proceedings of the 15th International Conference on Pattern Recognition, 2000

1998
Shape extraction: A comparative study between neural network-based and conventional techniques.
Neural Comput. Appl., 1998

1997
Skeletons from dot patterns: A neural network approach.
Pattern Recognit. Lett., 1997

An MLP-based texture segmentation method without selecting a feature set.
Image Vis. Comput., 1997

A modified self-organizing neural net for shape extraction.
Neurocomputing, 1997

A Novel Approach to Computation of the Shape of a Dot Pattern and Extraction of Its Perceptual Border.
Comput. Vis. Image Underst., 1997

1996
A dynamic neural net to compute convex hull.
Neurocomputing, 1996

An efficient algorithm for detection of road-like structures in satellite images.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

Skeletal shape extraction from dot patterns by self-organization.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

An MLP-based texture segmentation technique which does not require a feature set.
Proceedings of the 13th International Conference on Pattern Recognition, 1996

1995
Shape approximation of arc patterns using dynamic neural networks.
Signal Process., 1995

On the rate of convergence of perceptron learning.
Pattern Recognit. Lett., 1995

Self-adaptive learning rates in backpropagation algorithm improve its function approximation performance.
Proceedings of International Conference on Neural Networks (ICNN'95), Perth, WA, Australia, November 27, 1995

1994
A robust parallel thinning algorithm for binary images.
Pattern Recognit., 1994

Detection of linear features in satellite imagery using robust estimation.
Proceedings of the 12th IAPR International Conference on Pattern Recognition, 1994

1993
Computing the shape of a point set in digital images.
Pattern Recognit. Lett., 1993

1991
A parallel algorithm for detection of linear structures in satellite images.
Pattern Recognit. Lett., 1991

A parallel algorithm for decomposition of binary objects through skeletonization.
Pattern Recognit. Lett., 1991

1990
Some geometric operations on binary pictures and their shape preserving properties.
Pattern Recognit. Lett., 1990

1989
Shape Based Object Recognition.
Proceedings of the Knowledge Based Computer Systems, 1989

1988
Shape preserving properties of some operations on binary pictures.
Proceedings of the 9th International Conference on Pattern Recognition, 1988

1986
How to discriminate shapes using the shape vector.
Pattern Recognit. Lett., 1986

1983
Shape similarity measures for open curves.
Pattern Recognit. Lett., 1983

Symmetry analysis by computer.
Pattern Recognit., 1983

1982
A new definition of shape similarity.
Pattern Recognit. Lett., 1982


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