Improvements to color image and machine learning based thin-film nitrate sensor performance prediction: New texture features, repeated cross-validation, and auto-tuning of hyperparameters

Xihui Wang, Ye Mi, Ali Shakouri, George T.-C. Chiu, Jan P. Allebach. Improvements to color image and machine learning based thin-film nitrate sensor performance prediction: New texture features, repeated cross-validation, and auto-tuning of hyperparameters. In Reiner Eschbach, Gabriel G. Marcu, Alessandro Rizzi, editors, Color Imaging XXVII: Displaying, Processing, Hardcopy, and Applications, Online, January 15-26, 2022. Society for Imaging Science and Technology, 2022. [doi]

Abstract

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