Enhancing Gastrointestinal Image Classification: A Fusion of CNN and Vision Trasformers

B Ganesh, R Annamalai… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
In order to meet the pressing demand for early diagnosis in healthcare, we proposed a
unique hybrid architecture in this study that is intended for the categorization of …

Enhanced Multi-Class Fetal Plane Detection with Limb Localization in Ultrasound Images

KG Sindhu, R Annamalai - 2024 IEEE International Conference …, 2024 - ieeexplore.ieee.org
In this novel study, we address the critical need for automated interpretation and analysis of
ultrasound images in the context of fetal development assessment. The current large-scale …

Ensemble-based advancements in maternal fetal plane and brain plane classification for enhanced prenatal diagnosis

KG Sindhu - International Journal of Information Technology, 2024 - Springer
In the realm of maternal healthcare, accurate fetal plane detection is of paramount
importance. This paper introduces a novel approach that leverages ensemble techniques to …

Identification and Reconstruction of Human Faces into 3D Models Using SSD-Based and Attention Mesh Models in Real-Time

AR Priyadharshini, R Annamalai - SN Computer Science, 2024 - Springer
The identification and 3D reconstruction of human faces hold vital significance, influencing
augmented reality realism, bolstering biometric security measures, enabling virtual try-on …

OCEAN-Ovarian Cancer subtypE clAssification and outlier detectioN using DenseNet121

P Paayas, R Annamalai - 2023 Seventh International …, 2023 - ieeexplore.ieee.org
In our exploration, we tackle the significant hurdle of diagnosing ovarian cancer, a
formidable challenge within the field of oncology. This cancer type often remains undetected …

Enhanced Alzheimer's Disease Classification: A Stacked Model Fusion with Brain MRI Imaging

TVSS Chaitanya, R Annamalai - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
Alzheimer's disease (AD) is still a major global health issue that requires sophisticated
staging and classification techniques. This paper introduces a novel approach to AD …

Deep learning-based solution for 3D reconstruction from single RGB images

M Belkaid, A Berrajaa, N El Akkad… - … Conference on Circuit …, 2024 - ieeexplore.ieee.org
In this work, we introduce a deep learning framework designed to generate a 3D triangular
mesh from a single image. Unlike existing methods that commonly represent 3D shapes …

A Logical Design of Internet of Things Assisted Missing People Detection Scheme using Human Computer Interaction Technology

P Nirmala, R Sabitha… - 2024 Ninth International …, 2024 - ieeexplore.ieee.org
The paper introduces a logical framework for a Missing People Detection Scheme that
harnesses the capabilities of the Internet of Things (IoT) alongside Human-Computer …

Detection of Authenticity-of Content for Forensics Using Forenshield

P Govindarajan, S Kumar… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
The rampant spread of deepfake videos, a significant threat to media integrity, occurs widely
on social media and news platforms. Detecting Deepfakes is a formidable challenge. The …