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- W3000200028 abstract "This study presents a method for material recognition using a pulsed time-of-flight (ToF) camera. The method measures the material bidirectional reflectance distribution function (BRDF) as a feature for material recognition by a pulsed ToF camera. We use the measurements of incident light at different angles to form the BRDF feature vectors. The feature vectors are used to build a training and test set to train and validate a classifier to perform the recognition. We choose the radial basis function (RBF) neural network as a classifier based on the nonlinear characteristics of material BRDF. Finally, we construct a turntable-based measurement system and use the material BRDF as the feature for classifying a variety of materials including metals and plastics. The optimized RBF neural network can achieve a recognition accuracy of 94.6%." @default.
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- W3000200028 date "2019-10-01" @default.
- W3000200028 modified "2023-09-27" @default.
- W3000200028 title "Material Recognition Based on a Pulsed Time-of-Flight Camera" @default.
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- W3000200028 doi "https://doi.org/10.1109/ispce-cn48734.2019.8958633" @default.
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