Evaluating low- mid- and high-level fusion strategies for combining raman and infrared spectroscopy for quality assessment of red meat

2021 ◽  
pp. 130154
Author(s):  
Chima Robert ◽  
William Jessep ◽  
Joshua J. Sutton ◽  
Talia M. Hicks ◽  
Mark Loeffen ◽  
...  
Keyword(s):  
Infrared Spectroscopy ◽  
Quality Assessment ◽  
Red Meat ◽  
Raman And Infrared Spectroscopy ◽  
High Level ◽  
Level Fusion

Classification of a Granular Product using High-Level Fusion of Vision Features

1997 ◽  
Vol 68 (2) ◽  
pp. 115-124 ◽  
Author(s):  
F. Ros ◽  
S. Guillaume ◽  
V. Bellon-Maurel
Keyword(s):  
High Level ◽  
Level Fusion

Biochemical differences in tumorigenic and nontumorigenic cells measured by Raman and infrared spectroscopy

2005 ◽  
Vol 10 (3) ◽  
pp. 031106 ◽  
Author(s):  
Judith R. Mourant ◽  
Kurt W. Short ◽  
Susan Carpenter ◽  
Nagapratima Kunapareddy ◽  
Leslie Coburn ◽  
...  
Keyword(s):  
Infrared Spectroscopy ◽  
Raman And Infrared Spectroscopy

Application of serum mid-infrared spectroscopy combined with an ensemble learning method in rapid diagnosis of gliomas

2021 ◽  
Vol 13 (39) ◽  
pp. 4642-4651
Author(s):  
Hanwen Qu ◽  
Wei Wu ◽  
Chen Chen ◽  
Ziwei Yan ◽  
Wenjia Guo ◽  
...  
Keyword(s):  
Infrared Spectroscopy ◽  
Ensemble Learning ◽  
Diagnostic Method ◽  
Glioma Cells ◽  
Rapid Diagnosis ◽  
Cure Rate ◽  
Mid Infrared ◽  
Decision Level ◽  
Diffuse Growth ◽  
Level Fusion

Diffuse growth of glioma cells leads to gliomatosis, which has a low cure rate and high mortality. This study aims to find an efficient and accurate diagnostic method for glioma by using infrared spectroscopy combined with ensemble learning model and decision level fusion.

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