IEEE

Hybrid Grey Wolf Optimizer–CNN Model for High-Resolution Remote Sensing Image Classification

Abstract: Classifying high-resolution remote sensing images is an essential task for resource management, urban planning, and environmental monitoring; however, it is still difficult because of the ...
IEEE

MHS-Mamba: A Multihierarchical Semantic Model for UAV Hyperspectral Image Classification

Abstract: Hyperspectral image (HSI) captured by uncrewed aerial vehicles (UAVs) is distinguished by superior spatial resolution and intricate spectral detail, with widespread applications in precise ...
IEEE

LCTNet: Lightweight Convolution-Transformer Network for Hyperspectral Image Classification

Abstract: Deep learning models, especially hybrid models combining convolutional neural networks (CNN) and Transformer, introduce new ideas for hyperspectral image (HSI) classification. However, the ...
IEEE

A New Multiscale Superpixel Mamba for Hyperspectral Image Classification

Abstract: State-space models (SSMs), particularly the Mamba model, have recently garnered significant attention in hyperspectral image (HSI) classification tasks due to their capability to model ...
IEEE

Dual Student Self-Distillation for Hyperspectral Image Classification With Noisy Labels

Abstract: Hyperspectral image classification (HSIC) is a critical task in remote sensing. However, the performance of deep-learning-based HSIC methods degrades significantly when training data ...
IEEE

HemaX - A CNN-Based Approach for Anemia Detection from Conjunctiva Pallor Images

Abstract: Anaemia is a condition marked by an insufficient number of healthy red blood cells, often initially indicated through visible conjunctival pallor. Conventional diagnostic approaches rely on ...
IEEE

Spectral Selection Convolution and Overlapped-Centering Mamba Network for Hyperspectral Image Classification

Abstract: Hyperspectral image (HSI) classification is a critical task in remote sensing. Recently, deep learning (DL) methods, particularly state space models (SSMs) like Mamba, have garnered ...
CNN

NASA releases stunning first images of Earth taken by the Artemis II astronauts

NASA released the very first images taken by astronauts aboard the Artemis II Orion capsule as they are making their way to the moon. The stunning pictures were taken by mission commander Reid Wiseman ...
IEEE

CNN-LSTM Hybrid for Real Time Sky Image Based Solar Irradiance Forecasting and Weather-Responsive Solar Tracking

Abstract: Short term solar irradiance is used for forecasting and the integration of systems that are photovoltaic into the modern power grids. Cloud formation movements and the density degrade the ...
IEEE

Hyperspectral Image Classification via Cross-Domain Few-Shot Learning With Multilevel Style and Semantic Enhancement

Abstract: One of the key challenges in cross-domain few-shot hyperspectral image classification (HSIC) lies in effectively leveraging spectral-spatial features while alleviating semantic ...
IEEE

A Multiple Backbone Feature Fusion Ensemble CNN for Brain Tumor Detection and Classification from MRI Images

Abstract: Accurate classification of brain tumors from magnetic resonance imaging (MRI) scans is essential for early diagnosis and reliable clinical decision-making. However, variations in tumor ...
IEEE

Uncertainty-Aware Local Bayesian Framework for Hyperspectral Image Classification With Noisy Labels

Abstract: Various deep learning-based methods have greatly improved hyperspectral image (HSI) classification performance, but these models are sensitive to noisy training labels. Human annotation on ...