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Prediction of Lane Number Using Results From Lane Detection
The lane number that the vehicle is traveling in is a key factor in intelligent vehicle fields.
Streaming Networks: Increase Noise Robustness and Filter Diversity via Hard-wired and Input-induced Sparsity
We focus on the problem of robust recognition accuracy of noise-corrupted images.
Applications of the Streaming Networks
Most recently Streaming Networks (STnets) have been introduced as a mechanism of robust noise-corrupted images classification.
Streaming Networks: Enable A Robust Classification of Noise-Corrupted Images
Our results indicate that Streaming Net outperforms 1-stream conv net (employed as a single stream) and 1-stream wide conv net (employs the same number of filters as Streaming Net) in recognition accuracy of noise-corrupted images, while producing the same or higher recognition accuracy of no noise images in almost all of the tests.
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