260 citations · 477 across the 11 of their papers we have counts for
5 papers · 1 filter
Hybrid data-driven physics model-based framework for enhance cyber-physical smart grid security
Cody Ruben, Surya Dhulipala, Keerthiraj Nagaraj +5
This paper presents a hybrid data-driven physics model-based framework for real time monitoring in smart grids. As the power grid transitions to the use of smart grid technology, i…
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…
Multi-Target Multiple Instance Learning for Hyperspectral Target Detection
Susan Meerdink, James Bocinsky, Alina Zare +4
In remote sensing, it is often challenging to acquire or collect a large dataset that is accurately labeled. This difficulty is usually due to several issues, including but not lim…
Overcoming Small Minirhizotron Datasets Using Transfer Learning
Weihuang Xu, Guohao Yu, Alina Zare +6
Minirhizotron technology is widely used for studying the development of roots. Such systems collect visible-wavelength color imagery of plant roots in-situ by scanning an imaging s…
Root Identification in Minirhizotron Imagery with Multiple Instance Learning
Guohao Yu, Alina Zare, Hudanyun Sheng +4
In this paper, multiple instance learning (MIL) algorithms to automatically perform root detection and segmentation in minirhizotron imagery using only image-level labels are propo…