Swarnajyoti Patra

Orcid: 0000-0003-4300-9307

According to our database1, Swarnajyoti Patra authored at least 33 papers between 2006 and 2024.

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

Timeline

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Bibliography

2024
Semantic-aware structure-preserving median morpho-filtering.
Vis. Comput., February, 2024

Extended Semantic Edge-Aware Filtering Profile for Hyperspectral Image Classification.
IEEE Geosci. Remote. Sens. Lett., 2024

2023
Active Learning for Hyperspectral Image Classification Using Kernel Sparse Representation Classifiers.
IEEE Geosci. Remote. Sens. Lett., 2023

2021
Deep convolution neural network with automatic attribute profiles for hyperspectral image classification.
Multim. Tools Appl., 2021

A novel dependency definition exploiting boundary samples in rough set theory for hyperspectral band selection.
Appl. Soft Comput., 2021

2020
A Novel Threshold Detection Technique for the Automatic Construction of Attribute Profiles in Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

A rough-GA based optimal feature selection in attribute profiles for classification of hyperspectral imagery.
Soft Comput., 2020

Variable precision rough set based unsupervised band selection technique for hyperspectral image classification.
Knowl. Based Syst., 2020

2019
Threshold-Free Attribute Profile for Classification of Hyperspectral Images.
IEEE Trans. Geosci. Remote. Sens., 2019

A novel technique to detect a suboptimal threshold of neighborhood rough sets for hyperspectral band selection.
Soft Comput., 2019

Empirical study of neighbourhood rough sets based band selection techniques for classification of hyperspectral images.
IET Image Process., 2019

Automatic Attribute Profiles for Spectral-Spatial Classification of Hyperspectral Images.
Proceedings of the Pattern Recognition and Machine Intelligence, 2019

2018
A fast partition-based batch-mode active learning technique using SVM classifier.
Soft Comput., 2018

Morphological complexity profile for the analysis of hyperspectral images.
Proceedings of the 2018 4th International Conference on Recent Advances in Information Technology (RAIT), 2018

2017
A Spectral-Spatial Multicriteria Active Learning Technique for Hyperspectral Image Classification.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

A fast automatic optimal threshold selection technique for image segmentation.
Signal Image Video Process., 2017

2016
PSO Based Context Sensitive Thresholding Technique for Automatic Image Segmentation.
Proceedings of Sixth International Conference on Soft Computing for Problem Solving, 2016

2015
Hyperspectral Band Selection Based on Rough Set.
IEEE Trans. Geosci. Remote. Sens., 2015

A rough set based band selection technique for the analysis of hyperspectral images.
Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014
A Novel SOM-SVM-Based Active Learning Technique for Remote Sensing Image Classification.
IEEE Trans. Geosci. Remote. Sens., 2014

A novel classification technique based on progressive transductive SVM learning.
Pattern Recognit. Lett., 2014

A novel context sensitive multilevel thresholding for image segmentation.
Appl. Soft Comput., 2014

2012
A cluster-assumption based batch mode active learning technique.
Pattern Recognit. Lett., 2012

A Batch-Mode Active Learning Technique Based on Multiple Uncertainty for SVM Classifier.
IEEE Geosci. Remote. Sens. Lett., 2012

A novel SOM-based active learning technique for classification of remote sensing images with SVM.
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012

2011
A Fast Cluster-Assumption Based Active-Learning Technique for Classification of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2011

2009
An unsupervised context-sensitive change detection technique based on modified self-organizing feature map neural network.
Int. J. Approx. Reason., 2009

2008
A Neural Approach to Unsupervised Change Detection of Remote-Sensing Images.
Proceedings of the Speech, 2008

Change Detection of Remote Sensing Images with Semi-supervised Multilayer Perceptron.
Fundam. Informaticae, 2008

2007
A Context-Sensitive Technique for Unsupervised Change Detection Based on Hopfield-Type Neural Networks.
IEEE Trans. Geosci. Remote. Sens., 2007

Semi-supervised Learning with Multilayer Perceptron for Detecting Changes of Remote Sensing Images.
Proceedings of the Pattern Recognition and Machine Intelligence, 2007

Unsupervised Change Detection in Remote-Sensing Images Using Modified Self-Organizing Feature Map Neural Network.
Proceedings of the 2007 International Conference on Computing: Theory and Applications (ICCTA 2007), 2007

2006
Unsupervised Change Detection in Remote-Sensing Images using One-dimensional Self-Organizing Feature Map Neural Network.
Proceedings of the 9th International Conference in Information Technology, 2006


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