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- W4294845633 abstract "The fine identification of vehicle color can assist in criminal investigation or intelligent traffic management law enforcement. Since almost all vehicle-color datasets that are used to train models are collected in good weather, the existing vehicle-color recognition algorithms typically show poor performance for outdoor visual tasks. In this paper we construct a new RainVehicleColor-24 dataset by rain-image rendering using PS technology and a SyRaGAN algorithm based on the VehicleColor-24 dataset. The dataset contains a total of 40,300 rain images with 125 different rain patterns, which can be used to train deep neural networks for specific vehicle-color recognition tasks. Experiments show that the vehicle-color recognition algorithms trained on the new dataset RainVehicleColor-24 improve accuracy to around 72% and 90% on rainy and sunny days, respectively. The code is available at humingdi2005@github.com." @default.
- W4294845633 created "2022-09-07" @default.
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- W4294845633 date "2022-09-05" @default.
- W4294845633 modified "2023-09-29" @default.
- W4294845633 title "Rain Rendering and Construction of Rain Vehicle Color-24 Dataset" @default.
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- W4294845633 doi "https://doi.org/10.3390/math10173210" @default.
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