Particle-shape classification using light scattering: An exercise in deep learning

2019 ◽  
Vol 231 ◽  
pp. 140-156 ◽  
Author(s):  
Patricio Piedra ◽  
Aimable Kalume ◽  
Evgenij Zubko ◽  
Daniel Mackowski ◽  
Yong-Le Pan ◽  
...  
Keyword(s):  
Deep Learning ◽  
Light Scattering ◽  
Particle Shape ◽  
Shape Classification

Theoretical studies on particle shape classification based on simultaneous small forward angle light scattering and aerodynamic sizing

2016 ◽  
Vol 25 (3) ◽  
pp. 034201 ◽  
Author(s):  
Jin-Bi Zhang ◽  
Lei Ding ◽  
Ying-Ping Wang ◽  
Li Zhang ◽  
Jin-Lei Wu ◽  
...  
Keyword(s):  
Light Scattering ◽  
Particle Shape ◽  
Shape Classification ◽  
Theoretical Studies ◽  
Forward Angle

Deep-learning on-chip light-sheet microscopy enabling video-rate volumetric imaging of dynamic biological specimens

Lab on a Chip ◽  
2021 ◽  
Author(s):  
Xiaopeng Chen ◽  
Junyu Ping ◽  
Yixuan Sun ◽  
Chengqiang Yi ◽  
Sijian Liu ◽  
...  
Keyword(s):  
Deep Learning ◽  
Light Scattering ◽  
Light Sheet ◽  
High Contrast ◽  
Spatiotemporal Resolution ◽  
Volumetric Imaging ◽  
Light Sheet Microscopy ◽  
High Spatiotemporal Resolution ◽  
On Chip

Volumetric imaging of dynamic signals in a large, moving, and light-scattering specimen is extremely challenging, owing to the requirement on high spatiotemporal resolution and difficulty in obtaining high-contrast signals. Here...

Deep learning for non-rigid 3D shape classification based on informative images

2020 ◽  
Author(s):  
Li Han ◽  
Jingyu Piao ◽  
Yuning Tong ◽  
Bing Yu ◽  
Pengyan Lan
Keyword(s):  
Deep Learning ◽  
Shape Classification ◽  
3D Shape
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