An obvious trend has been noticed in the recent HTP systems: imaging sensors have been used more frequently because of their ample capacity for extracting complex traits. 2D imaging (e.g., RGB color, thermal, and spectral imaging) can provide spatial information of a scene plus an additional data dimension such as
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Convolutional Neural Networks for Image-Based High-Throughput Plant Phenotyping: A Review.
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