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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...
Artificial immune system (AIS)-based location management scheme in mobile cellular networks
Springer Science and Business Media LLC - Tập 1 Số 4 - Trang 227-236 - 2018
Noise attenuation and ridge processing technique for fingerprint bit minimization
Springer Science and Business Media LLC - Tập 5 - Trang 1-16 - 2021
This paper presents a model for the optimal reduction of the bit size of a
fingerprint towards plummeting its storage requirement and raising the
performance index of fingerprint-based applications. The model comprises of
modules for fingerprint image noise attenuation, ridge contrast enhancement, map
extraction, and filtering. The attenuation module uses grey value variance
thresholding to suppre...
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...
An information retrieval-based regression test selection technique
Springer Science and Business Media LLC - Tập 6 - Trang 365-373 - 2023
Regression testing (RT) is the crucial part of the software testing process. It
is applied after a bug fix or a change in the functionality of the codebase. The
main goal is to ensure that the modified software has the desired outcome and
does not cause adverse effects in other parts of the software. RT may be costly
depending on the test’s quantity and complexity. Therefore, regression test
selec...
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...
Discriminative and domain invariant subspace alignment for visual tasks
Springer Science and Business Media LLC - Tập 2 - Trang 219-230 - 2019
Transfer learning and domain adaptation are promising solutions to solve the
problem that the training set (source domain) and the test set (target domain)
follow different distributions. In this paper, we investigate the unsupervised
domain adaptation in which the target samples are unlabeled whereas the source
domain is fully labeled. We find distinct transformation matrices to transfer
both the...
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