Ratnakar Dash

Orcid: 0000-0001-9886-2546

According to our database1, Ratnakar Dash authored at least 68 papers between 2008 and 2024.

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

Timeline

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Bibliography

2024
Indian TSR for partial occlusion using GDNN.
Multim. Tools Appl., 2024

2023
Deep Learning-Based Hand Gesture Recognition System and Design of a Human-Machine Interface.
Neural Process. Lett., December, 2023

Secret data sharing through coverless video steganography based on bit plane segmentation.
J. Inf. Secur. Appl., November, 2023

Grading diabetic retinopathy using multiresolution based CNN.
Biomed. Signal Process. Control., September, 2023

Correction to: A novel grey wolf optimisation based CNN classifier for hyperspectral image classification.
Multim. Tools Appl., July, 2023

LBP and CNN feature fusion for face anti-spoofing.
Pattern Anal. Appl., May, 2023

PKNNet: a novel feature learning architecture for vegetation mapping using remote sensing hyperspectral image classification.
Earth Sci. Informatics, March, 2023

A customized deep learning framework for skin lesion classification using dermoscopic images.
Comput. Animat. Virtual Worlds, 2023

Grading of Diabetic Retinopathy using iterative Attentional Feature Fusion (iAFF).
Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023

Modified InceptionV3 Using Soft Attention for the Grading of Diabetic Retinopathy.
Proceedings of the Advances in Computing and Data Sciences - 7th International Conference, 2023

2022
A novel strategy for classifying spectral-spatial shallow and deep hyperspectral image features using 1D-EWT and 3D-CNN.
Earth Sci. Informatics, December, 2022

SWTNet: hyperspectral image classification using two-stage combined shallow and deep feature extraction.
Neural Comput. Appl., 2022

A novel hand gesture detection and recognition system based on ensemble-based convolutional neural network.
Multim. Tools Appl., 2022

A Novel Grey Wolf Optimisation based CNN Classifier for Hyperspectral Image classification.
Multim. Tools Appl., 2022

Design of Human Machine Interface through vision-based low-cost Hand Gesture Recognition system based on deep CNN.
CoRR, 2022

Traffic sign recognition on Indian database using wavelet descriptors and convolutional neural network ensemble.
Concurr. Comput. Pract. Exp., 2022

Automated diagnosis of breast cancer using multi-modal datasets: A deep convolution neural network based approach.
Biomed. Signal Process. Control., 2022

Multi-level 3DCNN with Min-Max Ranking Loss for Weakly-Supervised Video Anomaly Detection.
Proceedings of the Neural Information Processing - 29th International Conference, 2022

HybridSSCN: Analysis Of Hierarchical Feature Learning Architecture Using Blended Conv3D And DepthwiseConv2D For Hyperspectral Image Classification.
Proceedings of the OITS International Conference on Information Technology, 2022

2021
Real-time embedded TSR using MDEffNet: An efficient compact DNN on varied multi-resolution images across multiple databases.
Int. J. Wavelets Multiresolution Inf. Process., 2021

Ensemble of multiple CNN classifiers for HSI classification with Superpixel Smoothing.
Comput. Geosci., 2021

Fast discrete curvelet transform and modified PSO based improved evolutionary extreme learning machine for breast cancer detection.
Biomed. Signal Process. Control., 2021

Weakly-supervised Joint Anomaly Detection and Classification.
Proceedings of the 16th IEEE International Conference on Automatic Face and Gesture Recognition, 2021

2020
Automated Diagnosis of Pathological Brain Using Fast Curvelet Entropy Features.
IEEE Trans. Sustain. Comput., 2020

Automated diagnosis of multi-class brain abnormalities using MRI images: A deep convolutional neural network based method.
Pattern Recognit. Lett., 2020

Deep extreme learning machine with leaky rectified linear unit for multiclass classification of pathological brain images.
Multim. Tools Appl., 2020

MJCN: Multi-objective Jaya Convolutional Network for handwritten optical character recognition.
Multim. Tools Appl., 2020

H-WordNet: a holistic convolutional neural network approach for handwritten word recognition.
IET Image Process., 2020

A deep stacked random vector functional link network autoencoder for diagnosis of brain abnormalities and breast cancer.
Biomed. Signal Process. Control., 2020

Automated breast cancer detection in digital mammograms: A moth flame optimization based ELM approach.
Biomed. Signal Process. Control., 2020

Temporal Pooling in Inflated 3DCNN for Weakly-supervised Video Anomaly Detection.
Proceedings of the 11th International Conference on Computing, 2020

Enhancement of Deep Learning in Image Classification Performance Using VGG16 with Swish Activation Function for Breast Cancer Detection.
Proceedings of the Computer Vision and Image Processing - 5th International Conference, 2020

2019
Toward secure software-defined networks against distributed denial of service attack.
J. Supercomput., 2019

An empirical evaluation of extreme learning machine: application to handwritten character recognition.
Multim. Tools Appl., 2019

Backward-Forward Algorithm: An Improvement towards Extreme Learning Machine.
CoRR, 2019

Application of fast curvelet Tsallis entropy and kernel random vector functional link network for automated detection of multiclass brain abnormalities.
Comput. Medical Imaging Graph., 2019

Autonomous Chess Playing Robot.
Proceedings of the 28th IEEE International Conference on Robot and Human Interactive Communication, 2019

Two-Stream CNN Architecture for Anomalous Event Detection in Real World Scenarios.
Proceedings of the Computer Vision and Image Processing - 4th International Conference, 2019

Unusual Event Detection in Surveillance Video Using Transfer Learning.
Proceedings of the 2019 International Conference on Information Technology (ICIT), 2019

Hyperspectral Image Classification Using SWT and CNN.
Proceedings of the 2019 International Conference on Information Technology (ICIT), 2019

2018
Development of pathological brain detection system using Jaya optimized improved extreme learning machine and orthogonal ripplet-II transform.
Multim. Tools Appl., 2018

Pathological brain detection using curvelet features and least squares SVM.
Multim. Tools Appl., 2018

An Improved Pathological Brain Detection System Based on Two-Dimensional PCA and Evolutionary Extreme Learning Machine.
J. Medical Syst., 2018

Discrete ripplet-II transform and modified PSO based improved evolutionary extreme learning machine for pathological brain detection.
Neurocomputing, 2018

DSSDN: Demand-supply based load balancing in Software-Defined Wide-Area Networks.
Int. J. Netw. Manag., 2018

An early detection of low rate DDoS attack to SDN based data center networks using information distance metrics.
Future Gener. Comput. Syst., 2018

Combining extreme learning machine with modified sine cosine algorithm for detection of pathological brain.
Comput. Electr. Eng., 2018

SCA-RELM: A New Regularized Extreme Learning Machine Based on Sine Cosine Algorithm for Automated Detection of Pathological Brain.
Proceedings of the 27th IEEE International Symposium on Robot and Human Interactive Communication, 2018

Poster: A Learning Automata-based DDoS Attack Defense Mechanism in Software Defined Networks.
Proceedings of the 24th Annual International Conference on Mobile Computing and Networking, 2018

A Gateway Virtual Network Function for InfiniBand and Ethernet Networks.
Proceedings of the Distributed Computing and Internet Technology, 2018

2017
A Contour Descriptors-Based Generalized Scheme for Handwritten Odia Numerals Recognition.
J. Inf. Process. Syst., 2017

Improving Resiliency in SDN using Routing Tree Algorithms.
Int. J. Knowl. Discov. Bioinform., 2017

Automated pathological brain detection system: A fast discrete curvelet transform and probabilistic neural network based approach.
Expert Syst. Appl., 2017

Pathological Brain Detection using Extreme Learning Machine Trained with Improved Whale Optimization Algorithm.
Proceedings of the Ninth International Conference on Advances in Pattern Recognition, 2017

2016
Non-linear cellular automata based edge detector for optical character images.
Simul., 2016

Brain MR image classification using two-dimensional discrete wavelet transform and AdaBoost with random forests.
Neurocomputing, 2016

Development of robust neighbor embedding based super-resolution scheme.
Neurocomputing, 2016

Shape descriptors-based generalised scheme for handwritten character recognition.
Int. J. Comput. Vis. Robotics, 2016

Solving Multi-controller Placement Problem in Software Defined Network.
Proceedings of the 2016 International Conference on Information Technology, 2016

2015
Mammogram classification using two dimensional discrete wavelet transform and gray-level co-occurrence matrix for detection of breast cancer.
Neurocomputing, 2015

Automatic Characterization of Mammograms using Fractal Texture Analysis and Fast Correlation Based Filter Method.
Proceedings of the 2nd International Conference on Perception and Machine Intelligence, 2015

Classification of brain MR images using discrete wavelet transform and random forests.
Proceedings of the 2015 Fifth National Conference on Computer Vision, 2015

2012
Particle Swarm Optimization Based Support Vector Regression for Blind Image Restoration.
J. Comput. Sci. Technol., 2012

2011
Spatial variant motion deblurring of images.
Int. J. Comput. Vis. Robotics, 2011

Restoration of images corrupted with blur and impulse noise.
Proceedings of the 2011 International Conference on Communication, 2011

2009
Particle Swarm Optimization based Regularization for Image Restoration.
Proceedings of the World Congress on Nature & Biologically Inspired Computing, 2009

2008
Novel Adaptive B-Spline Filter for Hybrid Echo Cancellation.
Proceedings of the IEEE Reglon 10 Colloquium and Third International Conference on Industrial and Information Systems, 2008

Improved Enhancement Scheme Using a RBFN Detector for Impulse Noise.
Proceedings of the First International Conference on Emerging Trends in Engineering and Technology, 2008


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