Swarnajyoti Patra

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 19

Top Topics

Hyperspectral Image Classification

Transductive Svm

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE Geosci. Remote. Sens. Lett.

Appl. Soft Comput.

Publications

Kunal Pradhan, Swarnajyoti Patra
Semantic-aware structure-preserving median morpho-filtering. Vis. Comput. 40 (2) (2024)
Kunal Pradhan, Swarnajyoti Patra, Lorenzo Bruzzone
Extended Semantic Edge-Aware Filtering Profile for Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Amos Bortiew, Swarnajyoti Patra, Lorenzo Bruzzone
Active Learning for Hyperspectral Image Classification Using Kernel Sparse Representation Classifiers. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Swarnajyoti Patra, Barnali Barman
A novel dependency definition exploiting boundary samples in rough set theory for hyperspectral band selection. Appl. Soft Comput. 99 (2021)
Arundhati Das, Kaushal Bhardwaj, Swarnajyoti Patra
Deep convolution neural network with automatic attribute profiles for hyperspectral image classification. Multim. Tools Appl. 80 (28-29) (2021)
Barnali Barman, Swarnajyoti Patra
Variable precision rough set based unsupervised band selection technique for hyperspectral image classification. Knowl. Based Syst. 193 (2020)
Arundhati Das, Swarnajyoti Patra
A rough-GA based optimal feature selection in attribute profiles for classification of hyperspectral imagery. Soft Comput. 24 (16) (2020)
Arundhati Das, Kaushal Bhardwaj, Swarnajyoti Patra, Lorenzo Bruzzone
A Novel Threshold Detection Technique for the Automatic Construction of Attribute Profiles in Hyperspectral Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Barnali Barman, Swarnajyoti Patra
Empirical study of neighbourhood rough sets based band selection techniques for classification of hyperspectral images. IET Image Process. 13 (8) (2019)
Kaushal Bhardwaj, Swarnajyoti Patra, Lorenzo Bruzzone
Threshold-Free Attribute Profile for Classification of Hyperspectral Images. IEEE Trans. Geosci. Remote. Sens. 57 (10) (2019)
Barnali Barman, Swarnajyoti Patra
A novel technique to detect a suboptimal threshold of neighborhood rough sets for hyperspectral band selection. Soft Comput. 23 (24) (2019)
Arundhati Das, Kaushal Bhardwaj, Swarnajyoti Patra
Automatic Attribute Profiles for Spectral-Spatial Classification of Hyperspectral Images. PReMI (1) (2019)
Arundhati Das, Kaushal Bhardwaj, Swarnajyoti Patra
Morphological complexity profile for the analysis of hyperspectral images. RAIT (2018)
Anshu Singla, Swarnajyoti Patra
A fast partition-based batch-mode active learning technique using SVM classifier. Soft Comput. 22 (14) (2018)
Anshu Singla, Swarnajyoti Patra
A fast automatic optimal threshold selection technique for image segmentation. Signal Image Video Process. 11 (2) (2017)
Swarnajyoti Patra, Kaushal Bhardwaj, Lorenzo Bruzzone
A Spectral-Spatial Multicriteria Active Learning Technique for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (12) (2017)
Anshu Singla, Swarnajyoti Patra
PSO Based Context Sensitive Thresholding Technique for Automatic Image Segmentation. SocProS (2) (2016)
Swarnajyoti Patra, Prahlad Modi, Lorenzo Bruzzone
Hyperspectral Band Selection Based on Rough Set. IEEE Trans. Geosci. Remote. Sens. 53 (10) (2015)
Swarnajyoti Patra, Lorenzo Bruzzone
A rough set based band selection technique for the analysis of hyperspectral images. IGARSS (2015)
Anshu Singla, Swarnajyoti Patra, Lorenzo Bruzzone
A novel classification technique based on progressive transductive SVM learning. Pattern Recognit. Lett. 42 (2014)
Swarnajyoti Patra, Lorenzo Bruzzone
A Novel SOM-SVM-Based Active Learning Technique for Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 52 (11) (2014)
Swarnajyoti Patra, Rahul Gautam, Anshu Singla
A novel context sensitive multilevel thresholding for image segmentation. Appl. Soft Comput. 23 (2014)
Swarnajyoti Patra, Lorenzo Bruzzone
A Batch-Mode Active Learning Technique Based on Multiple Uncertainty for SVM Classifier. IEEE Geosci. Remote. Sens. Lett. 9 (3) (2012)
Swarnajyoti Patra, Lorenzo Bruzzone
A novel SOM-based active learning technique for classification of remote sensing images with SVM. IGARSS (2012)
Swarnajyoti Patra, Lorenzo Bruzzone
A cluster-assumption based batch mode active learning technique. Pattern Recognit. Lett. 33 (9) (2012)
Swarnajyoti Patra, Lorenzo Bruzzone
A Fast Cluster-Assumption Based Active-Learning Technique for Classification of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 49 (5) (2011)
Susmita Ghosh, Swarnajyoti Patra, Ashish Ghosh
An unsupervised context-sensitive change detection technique based on modified self-organizing feature map neural network. Int. J. Approx. Reason. 50 (1) (2009)
Swarnajyoti Patra, Susmita Ghosh, Ashish Ghosh
Change Detection of Remote Sensing Images with Semi-supervised Multilayer Perceptron. Fundam. Informaticae 84 (3-4) (2008)
Swarnajyoti Patra, Susmita Ghosh, Ashish Ghosh
Unsupervised Change Detection in Remote-Sensing Images Using Modified Self-Organizing Feature Map Neural Network. ICCTA (2007)
Swarnajyoti Patra, Susmita Ghosh, Ashish Ghosh
Semi-supervised Learning with Multilayer Perceptron for Detecting Changes of Remote Sensing Images. PReMI (2007)
Susmita Ghosh, Lorenzo Bruzzone, Swarnajyoti Patra, Francesca Bovolo, Ashish Ghosh
A Context-Sensitive Technique for Unsupervised Change Detection Based on Hopfield-Type Neural Networks. IEEE Trans. Geosci. Remote. Sens. 45 (3) (2007)
Swarnajyoti Patra, Susmita Ghosh, Ashish Ghosh
Unsupervised Change Detection in Remote-Sensing Images using One-dimensional Self-Organizing Feature Map Neural Network. ICIT (2006)