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Article
Transfer learning based epileptic seizure classification using scalogram images of EEG signals
Epilepsy is a common neurological disorder that occurs due to an abnormality of the nerve cells in the brain. Electroencephalogram (EEG) analysis is one of the most vital tools used to detect seizure events. N...
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Chapter
IoT-Based Smart Farming Using AI
The human population is increasing at a very fast rate nowadays. It is predicted that the worldwide population will reach around 9.6 billion by 2050. To survive with such a vast population, the farming industr...
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Article
A Comparative Analysis of the Algorithms for De-noising Images Contaminated with Impulse Noise
Image pre-processing is one of the vital tasks used to redefine an image to enhance human visual perception and better information extraction. Several state-of-art have been proposed to de-noise an image conta...
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Chapter and Conference Paper
Skin Lesion Classification Using Deep Convolutional Neural Network and Transfer Learning Approach
For biomedical image processing and prediction of skin diseases, deep learning methods are playing a very significant role in better decision making. This paper has proposed an automatic classification system ...
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Chapter and Conference Paper
Augmented Reality as a Supported Educational Method for Embedded Devices and Technology
Technology has always changed and continues to evolve. One of the recent developments in the field of technology is augmented reality (AR). Eighty percent of youth currently own smartphones. Most of them are r...
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Chapter and Conference Paper
Wavelet Transform for Signal Compression in Sparse Algorithms
In this paper, the proportionate normalized least mean square (PNLMS) and its variants, µ-law PNLMS (MPNLMS), improved PNLMS (IPNLMS), and filter PNLMS (FPNLMS) algorithms are simulated for different types of ...
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Chapter and Conference Paper
Susceptibility Analysis of Novel Corona Virus Using Hadoop Distributed File System
The Novel Corona Virus, COVID-19 is a major setback to the progress of the nation. The year 2020 has witnessed a disappointing beginning with this deadly virus having taken away many innocent lives. The COVID-...
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Chapter and Conference Paper
Implementation of Transfer Learning Technique for the Detection of COVID-19
The present world is suffering from the severe attack of corona virus disease (COVID-19). With the view to minimize the spread of this deadly disease, testing and analysis of tremendous amounts of suspected ca...
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Chapter
Removal of High-Density Impulsive Noise in Giemsa Stained Blood Smear Image Using Probabilistic Decision Based Average Trimmed Filter
The chapter focuses on the removal of salt and pepper noise from the contaminated giemsa stained blood smear image using Probabilistic Decision Based Average Trimmed Filter (PDBATF). The experiments outcomes a...
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Chapter and Conference Paper
A Novel Approach for Jamming and Tracking of Mobile Objects
An adaptive algorithm called the least mean square (LMS) is employed to study jamming and tracking of mobile objects. The concepts of antenna array, adaptive antenna array and smart antenna have been employed ...
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Chapter and Conference Paper
Performance Evaluation of Particle Swarm Optimization Based Active Noise Control Algorithm
Active noise control (ANC) has been used to control low-frequency acoustic noise. The ANC uses an adaptive filter algorithm and normally uses least mean square (LMS) algorithm. The gradient based LMS algorithm...
