Improved digital image-based assessment of soil aggregate size by applying convolutional neural networks

Classification of soil aggregates: A novel approach based on deep learning

(2020) Afshin Azizi et al.   SOIL & TILLAGE RESEARCH

Estimating soil aggregate size distribution from images using pattern spectra

(2020) Petra Bosilj et al.   BIOSYSTEMS ENGINEERING

Deep learning in agriculture: A survey

(2018) Andreas Kamilaris et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Object Instance Segmentation and Fine-Grained Localization Using Hypercolumns

(2017) Bharath Hariharan et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Application of machine vision for classification of soil aggregate size

(2016) Fatemeh Rahimi Ajdadi et al.   SOIL & TILLAGE RESEARCH

ImageNet Large Scale Visual Recognition Challenge

(2015) Olga Russakovsky et al.   INTERNATIONAL JOURNAL OF COMPUTER VISION

Grain-size assessment of fine and coarse aggregates through bipolar area morphology

(2015) Francesco Bianconi et al.   MACHINE VISION AND APPLICATIONS

Deep learning

(2015) Yann LeCun et al.   NATURE