37 citations · 44 across the 6 of their papers we have counts for
4 papers · 1 filter
Peanut Maturity Classification using Hyperspectral Imagery
Sheng Zou, Yu-Chien Tseng, Alina Zare +3
Seed maturity in peanut (Arachis hypogaea L.) determines economic return to a producer because of its impact on seed weight (yield), and critically influences seed vigor and other…
Hyperspectral Unmixing with Endmember Variability using Semi-supervised Partial Membership Latent Dirichlet Allocation
Sheng Zou, Hao Sun, Alina Zare
A semi-supervised Partial Membership Latent Dirichlet Allocation approach is developed for hyperspectral unmixing and endmember estimation while accounting for spectral variability…
Hyperspectral Unmixing with Endmember Variability using Partial Membership Latent Dirichlet Allocation
Sheng Zou, Alina Zare
The application of Partial Membership Latent Dirichlet Allocation(PM-LDA) for hyperspectral endmember estimation and spectral unmixing is presented. PM-LDA provides a model for a h…
Instance Influence Estimation for Hyperspectral Target Signature Characterization using Extended Functions of Multiple Instances
Sheng Zou, Alina Zare
The Extended Functions of Multiple Instances (eFUMI) algorithm is a generalization of Multiple Instance Learning (MIL). In eFUMI, only bag level (i.e. set level) labels are needed…