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- W2807965175 abstract "The researchers present an experiment on automatic detection of concealed knives in infrared (IR) images. The researchers generated a dataset, called the IR dataset, which contained 8,527 images. The dataset was divided into two groups of IR images comprised of person without knife and person with a knife. Knives of different shapes and sizes were concealed under normal clothing, then images of person subjects carrying hidden knives were taken with a smartphone IR camera add-on. A deep neural network that was trained on natural image (GoogleNet dataset) was fine-tuned to classify the IR images as person, or person carrying hidden knife. The classification accuracy on a separate test set shows that hidden knives can be detected at 97.91% accuracy." @default.
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- W2807965175 date "2018-02-01" @default.
- W2807965175 modified "2023-10-02" @default.
- W2807965175 title "Automatic detection of knives in infrared images" @default.
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- W2807965175 doi "https://doi.org/10.1109/ecti-ncon.2018.8378283" @default.
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