Machine learning shadowgraph for particle size and shape characterization

Keyphrases

• Machine Learning 100%
• Size-and-shape 100%
• Shadow Image 100%
• Shadowgraphy 100%
• Particle Size Measurement 100%
• Particle Shape Characterization 100%
• Image Processing 66%
• Particle Image 66%
• Centroid 66%
• Binary Particles 66%
• Watershed Approach 33%
• Machine Learning Techniques 33%
• Industrial Application 33%
• Robust Learning 33%
• Image Segmentation 33%
• Complex Particles 33%
• Learning-based 33%
• Two-channel 33%
• Conventional Images 33%
• Clustered Particles 33%
• Bubble Image 33%
• U-Net 33%
• Convolution Neural Network 33%
• Degraded Image 33%
• Particle Image Analysis 33%
• Marker-controlled Watershed 33%

Engineering

• Image Processing 100%
• Shadowgraph 100%
• Learning System 100%
• Industrial Applications 50%
• Channel Output 50%
• Image Analysis 50%
• Machine Learning Method 50%
• Degraded Image 50%
• Convolutional Neural Network 50%

Chemical Engineering

• Learning System 100%
• Neural Network 33%