Deep neural fuzzy based fractional order PID controller for level control applications in quadruple tank system

T Agitha, TS Sivarani - Journal of Intelligent & Fuzzy Systems, 2023 - content.iospress.com
This research work focus on level control in quadruple tank systems based on proposed
Deep Neural Fuzzy based Fractional Order Proportional Integral Derivative (DN-FFOPID) …

Detection of chronic lymphocytic leukemia using Deep Neural Eagle Perch Fuzzy Segmentation–A novel comparative approach

A Ashwini, SR Sriram, JJJ Sheela - Biomedical Signal Processing and …, 2024 - Elsevier
With a high mortality rate worldwide, Chronic Lymphocytic Leukemia (CLL) poses a serious
health risk. Radiologists view the ability to detect blood tumor cells as both important and …

Single Image Dehazing for Efficient Search Exploration Using Machine Learning Technique

A Ashwini, AM Suji, BP Prathaban… - … and Control for …, 2023 - ieeexplore.ieee.org
Image dehazing is frequently used as a preprocessing step to enhance image clarity in
various computer vision tasks, such as object tracking, intelligent surveillance and face …

Deep Learning Based Drowsiness Detection With Alert System Using Raspberry Pi Pico

A Ashwini, T Vaishnavi, A Rosi… - … Conference on Data …, 2023 - ieeexplore.ieee.org
Most people are losing their lives each year as a result of vehicle accidents caused by
sleepy drivers. A device that can identify tiredness and notify the driver to it is necessary to …

Deep Learning ResNet-50 Framework for Automatic Early Breast Cancer Diagnosis

A Ashwini, MAM Suji, BP Prathaban… - … and Internet of …, 2024 - ieeexplore.ieee.org
The most serious disease that affect the women worldwide is breast cancer. Early
identification of breast cancer contributes to lower death rates. Through the process of …

[HTML][HTML] Quadruple spherical tank systems with automatic level control applications using fuzzy deep neural sliding mode FOPID controller

A Ashwini, SR Sriram - Journal of Engineering Research, 2023 - Elsevier
The premier goal of this research is to develop the Fuzzy Deep Neural Sliding Mode
Fractional Order Proportional Integral Derivative (FDN-SM-FOPID) controller system for …

Transmission Binary Mapping Algorithm with Deep Learning for Underwater Scene Restoration

A Ashwini, KE Purushothaman… - … on Circuit Power …, 2023 - ieeexplore.ieee.org
Deep learning based image resolution reconstruction has gained popularity recently. Using
sensors, underwater pictures are captured. Due to the water's exponential attenuation of the …

Artificial Intelligence based real-time automatic detection and classification of skin lesion in dermoscopic samples using DenseNet-169 architecture

A Ashwini, KE Purushothaman, A Rosi… - Journal of Intelligent …, 2023 - content.iospress.com
The most common challenge faced by dermoscopy images is the automatic detection of
lesion features. All the existing solutions focus on complex algorithms to provide accurate …

Volume-based Performance not Guaranteed by Promising Patch-based Results in Medical Imaging

A Moturu, S Joshi, AS Doria… - I Can't Believe It's Not …, 2022 - openreview.net
Whole-body MRIs are commonly used to screen for early signs of cancer. In addition to the
small size of tumours at onset, variations in individuals, tumour types, and MRI machines …

Skin Detection Based on Convolutional Neural Network

Y Bordjiba, CE Bencheriet, Z Mabrek - Networking, Intelligent Systems and …, 2022 - Springer
Skin detection is an essential step in many human–machine interaction systems such as e-
learning, security, communication… etc., it consists of extracting regions containing the skin …