A comparison of 2DCNN network architectures and boosting techniques for regression-based textile whiteness estimation
Thanasis Vafeiadis, Nikolaos Kolokas, Nikolaos Dimitriou, Angeliki Zacharaki, Murat Yıldırım, H. Selvi, Dimosthenis Ioannidis, Dimitrios Tzovaras
Topics & Concepts
Boosting (machine learning)Random forestGradient boostingConvolutional neural networkMachine learningArtificial intelligenceComputer scienceRegressionArtificial neural networkMean squared errorTest setTextilePattern recognition (psychology)Data miningMathematicsStatisticsGeographyArchaeologyColor Science and ApplicationsIndustrial Vision Systems and Defect DetectionDyeing and Modifying Textile Fibers