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Assessment of importance-based machine learning feature selection methods for aggregate size distribution measurement in a 3D binocular vision system
Aggregate size is usually measured by manual sampling and sieving. Machine vision
techniques can provide fast, non-invasive measurement. However, the traditional imaging …
techniques can provide fast, non-invasive measurement. However, the traditional imaging …
Farmland Soil Block Identification and Distribution Statistics Based on Deep Learning
L Liu, Q Bi, J Liang, Z Li, W Wang, Q Zheng - Agriculture, 2022 - mdpi.com
Soil block distribution is one of the important indexes to evaluate the tillage performance of
agricultural machinery. The traditional manual screening methods have the problems of low …
agricultural machinery. The traditional manual screening methods have the problems of low …
Estimating soil aggregate size distribution from images using pattern spectra
Highlights•Trained regression models able to predict soil aggregate size distribution from
images.•Identification of the most suitable hierarchical representation for attribute pattern …
images.•Identification of the most suitable hierarchical representation for attribute pattern …