J. Anitha

Orcid: 0000-0001-7977-8410

Affiliations:
  • Karunya Institute of Technology and Sciences, Department of Electronics and Communication Engineering, Coimbatore, India (since 2003)


According to our database1, J. Anitha authored at least 55 papers between 2009 and 2024.

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

Timeline

Legend:

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Online presence:

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Bibliography

2024
Hybrid LSTM models-based detection of left ventricular hypertrophy in electrocardiogram signals.
Intell. Decis. Technol., 2024

2023
Recognition of human action for scene understanding using world cup optimization and transfer learning approach.
PeerJ Comput. Sci., 2023

Machine learning techniques to detect bleeding frame and area in wireless capsule endoscopy video.
J. Intell. Fuzzy Syst., 2023

Hybrid deep learning models based emotion recognition with speech signals.
Intell. Decis. Technol., 2023

Indoor Scene Recognition: An Attention-Based Approach Using Feature Selection-Based Transfer Learning and Deep Liquid State Machine.
Algorithms, 2023

2022
A Survey on Computer-Aided Intelligent Methods to Identify and Classify Skin Cancer.
Informatics, December, 2022

Diagnosis of coronary artery occlusion by fitting polynomial curve with the ECG signal based on optimization techniques.
Netw. Model. Anal. Health Informatics Bioinform., 2022

A novel framework for segmentation of uterus fibroids in ultrasound images using machine learning models.
Int. J. Model. Identif. Control., 2022

A photoplethysmography-based diagnostic support system for obstructive sleep apnea using deep learning approaches.
Comput. Electr. Eng., 2022

Transfer Learning Based Natural Scene Classification for Scene Understanding by Intelligent Machines.
Proceedings of the Computational Science - ICCS 2022, 2022

Classification of Uterine Fibroids in Ultrasound Images Using Deep Learning Model.
Proceedings of the Computational Science - ICCS 2022, 2022

Melanoma Classification Using Machine Learning Techniques.
Proceedings of the Design Studies and Intelligence Engineering, 2022

Deep Transfer Learning Approach for Obstructive Sleep Apnea Classification with Photoplethysmography Signal.
Proceedings of the Design Studies and Intelligence Engineering, 2022

2021
Machine learning-based left ventricular hypertrophy detection using multi-lead ECG signal.
Neural Comput. Appl., 2021

An intelligent medical decision support system for diagnosis of heart abnormalities in ECG signals.
Intell. Decis. Technol., 2021

Hyperspectral and multispectral image fusion techniques for high resolution applications: a review.
Earth Sci. Informatics, 2021

Convolutional neural-network-based classification of retinal images with different combinations of filtering techniques.
Open Comput. Sci., 2021

Deep Inside Feature Learning for Image Classification Using Transfer Learning Approach.
Proceedings of the Design Studies and Intelligence Engineering, 2021

2019
Enhanced method of using contourlet transform for medical image compression.
Int. J. Adv. Intell. Paradigms, 2019

Change detection techniques for remote sensing applications: a survey.
Earth Sci. Informatics, 2019

Analysis of Transform-Based Features on Lateral View Breast Thermograms.
Circuits Syst. Signal Process., 2019

Modified Genetic Algorithm approaches for classification of abnormal Magnetic Resonance Brain tumour images.
Appl. Soft Comput., 2019

A Modified Deep Convolutional Neural Network for Abnormal Brain Image Classification.
IEEE Access, 2019

2018
Diabetic Retinopathy Diagnosis from Retinal Images Using Modified Hopfield Neural Network.
J. Medical Syst., 2018

A modified genetic algorithm for performance improvement of transform based image steganography systems.
J. Intell. Fuzzy Syst., 2018

A Pattern-Based Artificial Bee Colony Algorithm for Motion Estimation in Video Compression Techniques.
Circuits Syst. Signal Process., 2018

Brain signal based human emotion analysis by circular back propagation and Deep Kohonen Neural Networks.
Comput. Electr. Eng., 2018

Automatic Diagnosis of Myocardial Infarction with Left Bundle Branch Block.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

Edge Preserved Satellite Image Denoising Using Median and Bilateral Filtering.
Proceedings of the Recent Trends in Image Processing and Pattern Recognition, 2018

2017
Optimum laplacian wavelet mask based medical image using hybrid cuckoo search - grey wolf optimization algorithm.
Knowl. Based Syst., 2017

A hybrid contextual compression technique using wavelet and contourlet transforms with PSO optimized prediction.
Int. J. Imaging Syst. Technol., 2017

Fusion of artificial neural networks for learning capability enhancement: Application to medical image classification.
Expert Syst. J. Knowl. Eng., 2017

Optimum spectrum mask based medical image fusion using Gray Wolf Optimization.
Biomed. Signal Process. Control., 2017

2016
Fast and accurate fuzzy C-means algorithm for MR brain image segmentation.
Int. J. Imaging Syst. Technol., 2016

Contourlet transform based subband normalization for region based medical image compression.
Intell. Decis. Technol., 2016

Optimum wavelet based masking for the contrast enhancement of medical images using enhanced cuckoo search algorithm.
Comput. Biol. Medicine, 2016

2015
Performance Improved Modified Fuzzy C-Means Algorithm for Image Segmentation Applications.
Informatica, 2015

A systematic review on advances and perspectives of image compression in telemedicine.
Int. J. Adv. Intell. Paradigms, 2015

Region-Based Prediction and Quality Measurements for Medical Image Compression.
Proceedings of Fifth International Conference on Soft Computing for Problem Solving, 2015

Cuckoo Search-Based Scale Value Optimization for Enhancement in Retinal Image Registration.
Proceedings of Fifth International Conference on Soft Computing for Problem Solving, 2015

Performance Improved Hybrid Intelligent System for Medical Image Classification.
Proceedings of the 7th Balkan Conference on Informatics Conference, 2015

2014
Performance Improved Iteration-Free Artificial Neural Networks for Abnormal Magnetic Resonance Brain Image Classification.
Neurocomputing, 2014

Hybrid Neuro-Fuzzy Approaches for Abnormality Detection in Retinal Images.
Proceedings of the Soft Computing Applications, 2014

2013
Distance metric-based time-efficient fuzzy algorithm for abnormal magnetic resonance brain image segmentation.
Neural Comput. Appl., 2013

2012
Comparative Analysis of Neural Model and Statistical Model for Abnormal Retinal Image Segmentation.
Proceedings of the Second International Conference on Soft Computing for Problem Solving, 2012

Image Pre-processing and Feature Extraction Techniques for Magnetic Resonance Brain Image Analysis.
Proceedings of the Computer Applications for Communication, Networking, and Digital Contents, 2012

Performance Enhanced Hybrid Artificial Neural Network for Abnormal Retinal Image Classification.
Proceedings of Seventh International Conference on Bio-Inspired Computing: Theories and Applications (BIC-TA 2012), 2012

2011
Performance Enhanced Hybrid Kohonen-Hopfield Neural Network for Abnormal Brain Image Classification.
Proceedings of the Signal Processing, Image Processing and Pattern Recognition, 2011

2010
Application of Adaptive Resonance Theory Neural Network for MR Brain Tumor Image Classification.
Int. J. Heal. Inf. Syst. Informatics, 2010

A Hybrid Genetic Algorithm based Fuzzy Approach for Abnormal Retinal Image Classification.
Int. J. Cogn. Informatics Nat. Intell., 2010

Application of an enhanced fuzzy algorithm for MR brain tumor image segmentation.
Proceedings of the Second International Conference on Digital Image Processing, 2010

Automated radial basis function neural network based image classification system for diabetic retinopathy detection in retinal images.
Proceedings of the Second International Conference on Digital Image Processing, 2010

2009
Comparative Analysis of Neural Model and Fuzzy Model for MR Brain Tumor Image Segmentation.
Proceedings of the World Congress on Nature & Biologically Inspired Computing, 2009

Self Organizing Neural Network based Pathology Classification in Retinal Images.
Proceedings of the World Congress on Nature & Biologically Inspired Computing, 2009

An Enhanced Counter Propagation Neural Network for Abnormal Retinal Image Classification.
Proceedings of the World Congress on Nature & Biologically Inspired Computing, 2009


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