Machine learning shadowgraph for particle size and shape characterization

Engineering & Materials Science

• Particle size 63%
• Image processing 53%
• Machine learning 49%
• Watersheds 42%
• Convolution 33%
• Image analysis 32%
• Image segmentation 32%
• Industrial applications 31%
• Neural networks 20%

Mathematics

• Particle Size 100%
• Machine Learning 74%
• Characterization 35%
• Centroid 17%
• Image Processing 16%
• Learning 13%
• Binary 11%
• Image Segmentation 10%
• Industrial Application 9%
• Image Analysis 9%
• Bubble 8%
• Neural Networks 7%
• Background 6%
• Convolution 6%
• Output 5%
• Performance 4%
• Model 2%

Physics & Astronomy

• shadowgraph photography 90%
• machine learning 86%
• characterization 37%
• centroids 15%
• markers 14%
• learning 14%
• image processing 13%
• image analysis 7%
• convolution integrals 7%
• bubbles 5%
• output 4%
• performance 2%