CNN deep learning-based image to vector depiction

SR Waheed, MSM Rahim, NM Suaib… - Multimedia Tools and …, 2023 - search.proquest.com
In the computational science and engineering domains, the depiction of picture information
remains an intricate problem. Such a description needs an accurate recognition of various …

Synergistic integration of transfer learning and deep learning for enhanced object detection in digital images

SR Waheed, NM Suaib, MSM Rahim, AR Khan… - IEEE …, 2024 - ieeexplore.ieee.org
Presently, the world is progressing towards the notion of smart and secure cities. The
automatic recognition of human activity is among the essential landmarks of smart city …

Melanoma skin cancer classification based on CNN deep learning algorithms

SR Waheed, SM Saadi, MSM Rahim… - Malaysian Journal of …, 2023 - mjfas.utm.my
Melanoma, the deadliest form of skin cancer, is on the rise. The goal of this study is to
present a deep learning system implementation for the detection of melanoma lesions on a …

Leukemia classification using a convolutional neural network of AML images

KA Kadhim, FH Najjar, AA Waad… - Malaysian Journal of …, 2023 - mjfas.utm.my
Among the most pressing issues in the field of illness diagnostics is identifying and
diagnosing leukemia at its earliest stages, which requires accurate distinction of malignant …

Surveying the Landscape: A Comprehensive Review of Object Detection Algorithms and Advancements

HM Zangana, FM Mustafa - Jurnal Ilmiah Computer Science, 2024 - ejurnal.snn-media.com
This review paper gives a comprehensive investigation of the energetic scene of object
detection, an essential field inside computer vision. Leveraging experiences from an …

Brain Tumor Classification and Detection Based DL Models: A Systematic Review

K Neamah, F Mohamed, MM Adnan, T Saba… - IEEE …, 2023 - ieeexplore.ieee.org
In recent years, the realms of computer vision and deep learning have ushered in
transformative changes across various domains. Among these, deep learning stands out for …

A novel medical image enhancement technique based on hybrid method

KT Khudhair, FH Najjar, SR Waheed… - Journal of Physics …, 2023 - iopscience.iop.org
Medical images are a specific type of image that can be used to diagnose disease in
patients. Critical uses for medical images can be found in many different areas of medicine …

Enhancing fruit and vegetable detection in unconstrained environment with a novel dataset

S Khanna, C Chattopadhyay, S Kundu - Scientia Horticulturae, 2024 - Elsevier
Automating the detection of fruits and vegetables using computer vision is essential for
modernizing agriculture, improving efficiency, ensuring food quality, and contributing to …

Coronavirus Classification based on Enhanced X-ray Images and Deep Learning

FH Najjar, SR Waheed, DA Mahdi - Malaysian Journal of …, 2023 - mjfas.utm.my
In light of the fact that the global pandemic of Coronavirus Disease 2019 (COVID-19) is still
having a significant impact on the health of people all over the world, there is a growing …

Acute lymphoblastic leukemia image segmentation based on modified HSV model

FH Najjar, KT Khudhair, ZN Khudhair… - Journal of Physics …, 2023 - iopscience.iop.org
Image segmentation is a critical step in computer-aided diagnosis that could speed up
Leukemia detection. Leukemia is a cancer of the blood that has a reputation for being …