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IrisSeg-drunk: enhanced iris segmentation and classification of drunk individuals using Modified Circle Hough Transform
Springer Science and Business Media LLC - - Trang 1-14 - 2023
The field of biometrics has become increasingly intriguing due to the significant amount of research being conducted on Iris Recognition (IR) in recent years. It has been observed that alcohol consumption can cause deformation in the iris pattern, resulting from the dilation or constriction of the pupil, which can potentially impact the performance of IR. To address these issues, this paper propos......
Gammatonegram representation for end-to-end dysarthric speech processing tasks: speech recognition, speaker identification, and intelligibility assessment
Springer Science and Business Media LLC - - 2024
Dysarthria is a disability that causes a disturbance in the human speech system and reduces the quality and intelligibility of a person’s speech. Because of this effect, the normal speech processing systems cannot work correctly on this impaired speech. This disability is usually associated with physical disabilities. Therefore, designing a system that can perform some tasks by receiving voice com......
Discrete transformation technique for video compression
Springer Science and Business Media LLC - Tập 4 - Trang 281-292 - 2021
A large composition of image, sound, motion, video and other signal sequences is always a rich source of useful and reliable information. With the proliferating cost and complexities of mass storage media, the need for redundancy and complex transmission-free signals is on the rise. Furthermore, the growing increase in the number of video-specific applications has heightened the need for digital m......
A multilevel image thresholding using the animal migration optimization algorithm
Springer Science and Business Media LLC - Tập 2 - Trang 9-22 - 2018
Thresholding is an important and well-known technique that plays a major role in distinguishing the image objects from its background. In the other hand, separating the images into several different regions by determining multiple threshold values is called multilevel image thresholding. The Kapur entropy thresholding and maximum between-class variance (Otsu) have been widely used in image thresho......
A hybrid statistical and deep learning based technique for Persian part of speech tagging
Springer Science and Business Media LLC - Tập 4 - Trang 35-43 - 2020
In part of speech (POS) tagging, the main challenge is to predict the right tags for both in-vocabulary (IV) and out-of-vocabulary (OOV) words. Therefore, artificial neural networks, such as multi-layer perceptron (MLP) and long short term memory (LSTM), which seem to be efficient because of their high generality capability, have been applied to POS tagging to overcome this challenge. In this rese......
DeepMask: face mask detection using GAN algorithm
Springer Science and Business Media LLC - Tập 6 - Trang 13-19 - 2022
COVID-19 pandemic is the main reason people must wear face masks in public places. Traditionally, officers monitor the use of face masks in the public area manually. However, monitoring masks using manual techniques is challenging in a crowded spot. Thus, we propose a face mask detection based on Generative Adversarial Networks (GAN) through the learning model to accelerate mask detection accurate......
ECG signal analysis using CWT, spectrogram and autoregressive technique
Springer Science and Business Media LLC - Tập 4 - Trang 265-280 - 2021
The cardiovascular system is a combination of the heart, blood and blood vessels. Cardiovascular diseases (CVD) are a key factor behind casualties worldwide among both women and men. About 9.4 million deaths occur due to high Blood Pressure (BP) only, out of which 51% deaths are due to strokes and 45% deaths are due to coronary heart diseases. The Electrocardiogram (ECG) represents the heart healt......
Q-learning-based hyper-heuristic framework for estimating the energy consumption of electric buses for public transport
Springer Science and Business Media LLC - - 2024
This research study introduces a Q-learning enhanced hyper-heuristic framework for the accurate estimation of energy consumption rates of electric buses. Fundamentals of reinforcement learning concepts are hybridized with the integrated newly emerged metaheuristic methods of Aquila optimizer, Barnacles Mating Optimizer, Gradient-based Optimizer, Harris Hawks Optimization, and Poor and Rich Optimiz......
Multidimensional analysis of particles
Springer Science and Business Media LLC - Tập 5 - Trang 301-315 - 2022
This paper analyses several features of fundamental and composite particles using a computational approach. Different distances are used to unravel the connections among particles emerging from their characteristics. Two clustering and visualization techniques are adopted, namely hierarchical clustering (HC) and multidimensional scaling (MDS), for comparing the particles’ attributes and portraying......
Skin disease prediction using ensemble methods and a new hybrid feature selection technique
Springer Science and Business Media LLC - Tập 3 - Trang 207-216 - 2020
Now-a-days Skin disease is very common worldwide problem. We have preset this study for the prediction of skin disease. Based on data from UCI data set, there are 34 attributes which plays a vital role in the skin disease diagnosis but all are not important. In this paper we have analyzed only those important attributes which give best accuracy in prediction of skin disease. To select important at......
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