Browsing by Author "Al-Maadeed, Somaya"
Now showing items 1-9 of 9
-
Attention-based Network for Image/Video Salient Object Detection
(2023 , Article)The goal of video or image salient object detection is to identify the most important object in the scene, which can be helpful in many computer vision-based tasks. As the human vision framework has a successful capacity ... -
An Encoder–Decoder-Based Method for Segmentation of COVID-19 Lung Infection in CT Images
( Springer Nature , 2021 , Article)The novelty of the COVID-19 Disease and the speed of spread, created colossal chaotic, impulse all the worldwide researchers to exploit all resources and capabilities to understand and analyze characteristics of the ... -
Enhanced computer vision applications with blockchain: A review of applications and opportunities
( Elsevier , 2023 , Article)Videos and image processing have significantly transformed computer vision, enabling computers to analyse, and manipulate visual data. The proliferation of cameras and IR equipment has facilitated the collection of valuable ... -
Exploring Classification Models for Video Source Device Identification: A Study of CNN-SVM and Softmax Classifier
( Institute of Electrical and Electronics Engineers Inc. , 2023 , Conference)Video Source device identification plays a crucial role in video forensics as the proliferation of video capturing devices has given rise to crimes with videos that are challenging to trace. Reliance on metadata extraction ... -
Face Anti-Spoofing Detection Using Structure-Texture Decomposition
( Institute of Electrical and Electronics Engineers Inc. (IEEE) , 2023 , Article)A key area in computer vision and biometric authentication systems is detecting and classifying face anti-spoofing. The novel method for face anti-spoofing presented in this paper focuses on color invariant methods. The ... -
A New Framework for Smart Doors Using mmWave Radar and Camera-Based Face Detection and Recognition Techniques
( Multidisciplinary Digital Publishing Institute (MDPI) , 2023 , Article)By integrating IoT technology, smart door locks can provide greater convenience, security, and remote access. This paper presents a novel framework for smart doors that combines face detection and recognition techniques ... -
A novel deep learning technique for morphology preserved fetal ECG extraction from mother ECG using 1D-CycleGAN
( Elsevier , 2024 , Article)The non-invasive fetal electrocardiogram (fECG) enables easy detection of developing heart abnormalities, leading to a significant reduction in infant mortality rate and post-natal complications. Due to the overlapping of ... -
Smart System for a Self-Driving Scooter Prototype
( Institute of Electrical and Electronics Engineers Inc. , 2023 , Conference)Traffic problems constitute one of the major issues addressed worldwide. Some universities with an increasing number of students moving at a fast pace face transportation problems almost every day. Hence, this paper aims ... -
A Survey on Diabetic Retinopathy Lesion Detection and Segmentation
( Multidisciplinary Digital Publishing Institute (MDPI) , 2023 , Article)Diabetes is a global problem which impacts people of all ages. Diabetic retinopathy (DR) is a main ailment of the eyes resulting from diabetes which can result in loss of eyesight if not detected and treated on time. The ...
