Mahantapas Kundu

Orcid: 0000-0001-7662-6817

According to our database1, Mahantapas Kundu authored at least 90 papers between 1998 and 2024.

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

Timeline

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On csauthors.net:

Bibliography

2024
A CNN model with pseudo dense layers: some case studies on medical image classification.
Netw. Model. Anal. Health Informatics Bioinform., December, 2024

Segmentation of brain MRI using moth-flame optimization with modified cross entropy based fitness function.
Multim. Tools Appl., September, 2024

Natural scene text localization and detection using MSER and its variants: a comprehensive survey.
Multim. Tools Appl., May, 2024

2021
An image database of handwritten Bangla words with automatic benchmarking facilities for character segmentation algorithms.
Neural Comput. Appl., 2021

Script Identification in Natural Scene Text Images by Learning Local and Global Features on Inception Net.
Proceedings of the Computer Vision and Image Processing - 6th International Conference, 2021

Exploring Knowledge Distillation of a Deep Neural Network for Multi-script Identification.
Proceedings of the Computational Intelligence in Communications and Business Analytics, 2021

2020
Multi scale mirror connection based encoder decoder network for text localization.
Pattern Recognit. Lett., 2020

DevNet: An Efficient CNN Architecture for Handwritten Devanagari Character Recognition.
Int. J. Pattern Recognit. Artif. Intell., 2020

A Skip-connected Multi-column Network for Isolated Handwritten Bangla Character and Digit recognition.
CoRR, 2020

2019
Multiobjective optimization for recognition of isolated handwritten Indic scripts.
Pattern Recognit. Lett., 2019

Off-line Bangla handwritten word recognition: a holistic approach.
Neural Comput. Appl., 2019

Identification of Essential Proteins by Detecting Topological and Functional Clusters in Protein Interaction Network of Saccharomyces Cerevisiae.
Int. J. Nat. Comput. Res., 2019

A Genetic Algorithm based Kernel-size Selection Approach for a Multi-column Convolutional Neural Network.
CoRR, 2019

2018
Assessment of Semantic Similarity between Proteins Using Information Content and Topological Properties of the Gene Ontology Graph.
IEEE ACM Trans. Comput. Biol. Bioinform., 2018

Benchmark databases of handwritten Bangla-Roman and Devanagari-Roman mixed-script document images.
Multim. Tools Appl., 2018

The journey of graph kernels through two decades.
Comput. Sci. Rev., 2018

2017
Handwritten isolated Bangla compound character recognition: A new benchmark using a novel deep learning approach.
Pattern Recognit. Lett., 2017

A multi-scale deep quad tree based feature extraction method for the recognition of isolated handwritten characters of popular indic scripts.
Pattern Recognit., 2017

Prediction of Thyroid Cancer Genes Using an Ensemble of Post Translational Modification, Semantic and Structural Similarity Based Clustering Results.
Proceedings of the Pattern Recognition and Machine Intelligence, 2017

2016
PLoc-Euk: An Ensemble Classifier for Prediction of Eukaryotic Protein Sub-cellular Localization.
Proceedings of the 5th International Conference on Frontiers in Intelligent Computing: Theory and Applications, 2016

2015
Handwritten Bangla character recognition using a soft computing paradigm embedded in two pass approach.
Pattern Recognit., 2015

Design of a novel convex hull based feature set for recognition of isolated handwritten Roman numerals.
CoRR, 2015

A GA Based approach for selection of local features for recognition of handwritten Bangla numerals.
CoRR, 2015

An Improved Feature Descriptor for Recognition of Handwritten Bangla Alphabet.
CoRR, 2015

PDP-RF: Protein Domain Boundary Prediction Using Random Forest Classifier.
Proceedings of the Pattern Recognition and Machine Intelligence, 2015

2014
Extraction of Text Lines from Handwritten Documents Using Piecewise Water Flow Technique.
J. Intell. Syst., 2014

A benchmark image database of isolated Bangla handwritten compound characters.
Int. J. Document Anal. Recognit., 2014

Recognition of Handwritten Bangla Basic Characters and Digits using Convex Hull based Feature Set.
CoRR, 2014

A two-pass fuzzy-geno approach to pattern classification.
CoRR, 2014

2013
High Performance Human Face Recognition using Gabor Based Pseudo Hidden Markov Model.
Int. J. Appl. Evol. Comput., 2013

Face Recognition using Hough Peaks extracted from the significant blocks of the Gradient Image.
CoRR, 2013

A Face Recognition approach based on entropy estimate of the nonlinear DCT features in the Logarithm Domain together with Kernel Entropy Component Analysis.
CoRR, 2013

A Gabor block based Kernel Discriminative Common Vector (KDCV) approach using cosine kernels for Human Face Recognition.
CoRR, 2013

An adaptive block based integrated LDP, GLCM, and Morphological features for Face Recognition.
CoRR, 2013

2012
CMATERdb1: a database of unconstrained handwritten Bangla and Bangla-English mixed script document image.
Int. J. Document Anal. Recognit., 2012

Human Face Recognition using Gabor Based Kernel Entropy Component Analysis.
Int. J. Comput. Vis. Image Process., 2012

Handwritten Bangla Alphabet Recognition using an MLP Based Classifier
CoRR, 2012

Segmentation of Offline Handwritten Bengali Script
CoRR, 2012

A Gabor-Block-Based Kernel Discriminative Common Vector Approach Using Cosine Kernels for Human Face Recognition.
Comput. Intell. Neurosci., 2012

A genetic algorithm based region sampling for selection of local features in handwritten digit recognition application.
Appl. Soft Comput., 2012

A statistical-topological feature combination for recognition of handwritten numerals.
Appl. Soft Comput., 2012

Comparisons of Different Feature Sets for Predicting Carbohydrate-Binding Proteins From Amino Acid Sequences Using Support Vector Machine.
Proceedings of Seventh International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA 2012), 2012

2011
Construction of human faces from textual descriptions.
Soft Comput., 2011

Word Extraction and Character Segmentation from Text Lines of Unconstrained Handwritten Bangla Document Images.
J. Intell. Syst., 2011

Complementary Features Combined in a MLP-based System to Recognize Handwritten Devnagari Character.
J. Inf. Hiding Multim. Signal Process., 2011

High Performance Human Face Recognition using Independent High Intensity Gabor Wavelet Responses: A Statistical Approach
CoRR, 2011

2010
A novel framework for automatic sorting of postal documents with multi-script address blocks.
Pattern Recognit., 2010

Human Face Recognition using Line Features
CoRR, 2010

Classification of Log-Polar-Visual Eigenfaces using Multilayer Perceptron
CoRR, 2010

Classification of fused face images using multilayer perceptron neural network
CoRR, 2010

Classification of Fused Images using Radial Basis Function Neural Network for Human Face Recognition
CoRR, 2010

Image Pixel Fusion for Human Face Recognition
CoRR, 2010

A Parallel Framework for Multilayer Perceptron for Human Face Recognition
CoRR, 2010

Fusion of Wavelet Coefficients from Visual and Thermal Face Images for Human Face Recognition - A Comparative Study
CoRR, 2010

Fusion of Daubechies Wavelet Coefficients for Human Face Recognition
CoRR, 2010

Quotient Based Multiresolution Image Fusion of Thermal and Visual Images Using Daubechies Wavelet Transform for Human Face Recognition
CoRR, 2010

Face Synthesis (FASY) System for Determining the Characteristics of a Face Image
CoRR, 2010

Fuzzy Classification of Facial Component Parameters
CoRR, 2010

FPGA Based Assembling of Facial Components for Human Face Construction
CoRR, 2010

Multiple Classifier Combination for Off-line Handwritten Devnagari Character Recognition
CoRR, 2010

Application of Statistical Features in Handwritten Devnagari Character Recognition
CoRR, 2010

Recognition of Non-Compound Handwritten Devnagari Characters using a Combination of MLP and Minimum Edit Distance
CoRR, 2010

Face Synthesis (FASY) System for Generation of a Face Image from Human Description
CoRR, 2010

Binarizing Business Card Images for Mobile Devices
CoRR, 2010

Text Region Extraction from Business Card Images for Mobile Devices
CoRR, 2010

Handwritten Bangla Basic and Compound character recognition using MLP and SVM classifier
CoRR, 2010

Word level Script Identification from Bangla and Devanagri Handwritten Texts mixed with Roman Script
CoRR, 2010

Optimum fusion of visual and thermal face images for recognition.
Proceedings of the Sixth International Conference on Information Assurance and Security, 2010

2009
A hierarchical approach to recognition of handwritten Bangla characters.
Pattern Recognit., 2009

High-speed face recognition using self-adaptive radial basis function neural networks.
Neural Comput. Appl., 2009

Recognition of Numeric Postal Codes from Multi-script Postal Address Blocks.
Proceedings of the Pattern Recognition and Machine Intelligence, 2009

Classification of Fused Images using Radial Basis Function Neural Network for Human Face Recognition.
Proceedings of the World Congress on Nature & Biologically Inspired Computing, 2009

Line Extraction from Unconstraint Handwritten Document Pages using Piece-wise Water-flow Technique.
Proceedings of the 4th Indian International Conference on Artificial Intelligence, 2009

Handwritten Bangla Compound character recognition: Potential challenges and probable solution.
Proceedings of the 4th Indian International Conference on Artificial Intelligence, 2009

Study of Different Features on Handwritten Devnagari Character.
Proceedings of the Second International Conference on Emerging Trends in Engineering & Technology, 2009

2008
Classification of Polar-Thermal Eigenfaces using Multilayer Perceptron for Human Face Recognition.
Proceedings of the IEEE Reglon 10 Colloquium and Third International Conference on Industrial and Information Systems, 2008

Combining Multiple Feature Extraction Techniques for Handwritten Devnagari Character Recognition.
Proceedings of the IEEE Reglon 10 Colloquium and Third International Conference on Industrial and Information Systems, 2008

Face Recognition Using Principal Component Analysis and RBF Neural Networks.
Proceedings of the First International Conference on Emerging Trends in Engineering and Technology, 2008

2007
Text line extraction from multi-skewed handwritten documents.
Pattern Recognit., 2007

Face recognition using point symmetry distance-based RBF network.
Appl. Soft Comput., 2007

Face Recognition by Combination of RBF Neural Networks Using Dempster-Shafer Theory.
Proceedings of the 2007 International Conference on Computing: Theory and Applications (ICCTA 2007), 2007

A Fuzzy Technique for Segmentation of Handwritten Bangla Word Images.
Proceedings of the 2007 International Conference on Computing: Theory and Applications (ICCTA 2007), 2007

2006
Self-adaptive RBF Neural Networks for Face Recognition.
Proceedings of the Advances in Visual Computing, Second International Symposium, 2006

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

Segmentation of MR Images of the Human Brain Using Fuzzy Adaptive Radial Basis Function Neural Network.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005

Handwritten <i>Bangla</i> Digit Recognition Using Classifier Combination Through DS Technique.
Proceedings of the Pattern Recognition and Machine Intelligence, 2005

An MLP based Approach for Recognition of Handwritten 'Bangla' Numerals.
Proceedings of the 2nd Indian International Conference on Artificial Intelligence, 2005

2004
A Two-Pass Approach to Pattern Classification.
Proceedings of the Neural Information Processing, 11th International Conference, 2004

2000
Knowledge-based ECG interpretation: a critical review.
Pattern Recognit., 2000

1998
A knowledge-based approach to ECG interpretation using fuzzy logic.
IEEE Trans. Syst. Man Cybern. Part B, 1998


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