IEEE

Deep Learning-Based Classification of Coconut Leaf Diseases Using Optimized CNN Models

Abstract: Leaf diseases of coconut severely affect the yield and quality of the crops. Early detection is imperative for any control measures to be effective. Here, an approach on the deep ...
IEEE

Combining 4D Hyperspectral Imaging With CNN for Nerve and Ligament Differentiation

Abstract: Iatrogenic nerve injuries, inadvertently caused by an oper-ating physician, occur at a significant annual rate. A major reason for such intraoperative damage is poor nerve visual-ization, ...
IEEE

ECG Heartbeat Classification Using CNN Autoencoder Feature Extraction and Attention-Augmented BiLSTM Classifier

Abstract: The electrocardiogram (ECG) is a primary non-invasive technique for recording the heart’s electrical activity, but the complexity and subjectivity of manual interpretation have driven the ...
IEEE

Pipeline for Real-Time Drowsiness Detection Using Pre-Trained CNN Model

Abstract: Drowsy driving being one of the most significant risks to road safety, results in numerous fatal road mishaps across the globe. Casualties and mental trauma haunt the affected individuals ...
IEEE

Custom Lightweight CNN and Data-Efficient Models for Efficient and Fast Convergence in Lung Cancer Classification

Abstract: Considering that lung cancer is the primary cause of cancer-related death across the globe, there are significant differences in patient outcomes as well as the subsequent clinical ...

How Israeli actions caused famine in Gaza, visualized

Israel’s war in Gaza led to more than half a million Palestinians being stuck in a cycle of ‘starvation, destitution and ...
IEEE

Enhancing Computer Vision Using Vision Transformers and Hybrid CNN-Transformer Architectures

Abstract: Originally designed for natural language processing, the transformer mostly depends on deep neural networks' self-attention techniques. Researchers are now looking into using it for tasks ...
IEEE

Grabalut: Automated Robotic Arm System for Duck Egg Detection and Classification Using YOLOv8

Abstract: Balut is a popular Filipino delicacy typically sold in the streets. Traditionally, balut is manually sorted from penoy (unfertilized or underdeveloped duck eggs) using the candling method, ...
IEEE

An Explainable Approach to Land-Use Classification Using CNN-LSTM and LIME

Abstract: The evolution of landscapes has opened the opportunity to utilize previously unused land for various purposes, such as agriculture and urban development. This approach promotes sustainable ...
IEEE

Custom Dataset-Driven Unsupervised Low-Light Image Enhancement Using 2D CNN

Abstract: Low-light image augmentation, which seeks to improve image visibility and quality under low illumination, is an important job in computer vision. We investigate underexposure image ...
IEEE

Hyperspectral Image Classification Based on Multiscale Feature Search Graph Convolutional Network With Meta Pseudolabels

Abstract: In recent years, graph convolutional networks (GCNs) have been introduced for hyperspectral image (HSI) classification due to their ability to effectively process the inherent graph ...