Root identification in minirhizotron imagery with multiple instance learning
Guohao Yu, Alina Zare, Hudanyun Sheng, Roser Matamala, Joel Reyes-Cabrera, Felix B. Fritschi, Thomas E. Juenger
Topics & Concepts
Artificial intelligenceRoot (linguistics)Pattern recognition (psychology)SegmentationComputer sciencePixelIdentification (biology)Support vector machineImage segmentationMathematicsComputer visionDiscrete cosine transformEstimatorCoherence (philosophical gambling strategy)Machine learningContextual image classificationHistogramImage (mathematics)Supervised learningKernel (algebra)Plant nutrient uptake and metabolismSoil Moisture and Remote SensingSoil Geostatistics and Mapping