3 papers
cs.CV2025
Deep Learning-Based Image Recovery and Pose Estimation for Resident Space Objects
Louis Aberdeen, Mark Hansen, Melvyn L. Smith +1
As the density of spacecraft in Earth's orbit increases, their recognition, pose and trajectory identification becomes crucial for averting potential collisions and executing debri…
cs.CV2024
Convolutional Neural Network Ensemble Learning for Hyperspectral Imaging-based Blackberry Fruit Ripeness Detection in Uncontrolled Farm Environment
Chollette C. Olisah, Ben Trewhella, Bo Li +5
Fruit ripeness estimation models have for decades depended on spectral index features or colour-based features, such as mean, standard deviation, skewness, colour moments, and/or h…
cs.LG2024
Corn Yield Prediction Model with Deep Neural Networks for Smallholder Farmer Decision Support System
Chollette C. Olisah, Lyndon Smith, Melvyn Smith +2
Crop yield prediction has been modeled on the assumption that there is no interaction between weather and soil variables. However, this paper argues that an interaction exists, and…