Concepedia

Computer vision-based classification of concrete spall severity using metaheuristic-optimized Extreme Gradient Boosting Machine and Deep Convolutional Neural Network

Hieu Nguyen, Nhat‐Duc Hoang

Automation in Construction · 2022 · 56 citations · 58 references

References

58

XGBoost

2016 · 48.6K citations · Full text

Computing, Computer Science, Data Science +15

Greedy function approximation: A gradient boosting machine.

Jerome H. Friedman · The Annals of Statistics · 2001 · 29K citations · Full text

Computing, Computer Science, Mathematics +17

Multiresolution gray-scale and rotation invariant texture classification with local binary patterns

Timo Ojala, Matti Pietikäinen, Topi Mäenpää · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2002 · 15.3K citations

Computing, Computer Science, Computer Vision +16

A comparative study of texture measures with classification based on featured distributions

Timo Ojala, Matti Pietikäinen, David Harwood · Pattern Recognition · 1996 · 6.8K citations

Computing, Computer Science, Computer Vision +15

Enhanced Local Texture Feature Sets for Face Recognition Under Difficult Lighting Conditions

Xiaoyang Tan, Bill Triggs · IEEE Transactions on Image Processing · 2010 · 2.8K citations · Full text

Computing, Computer Science, Computer Vision +16