The Infona portal uses cookies, i.e. strings of text saved by a browser on the user's device. The portal can access those files and use them to remember the user's data, such as their chosen settings (screen view, interface language, etc.), or their login data. By using the Infona portal the user accepts automatic saving and using this information for portal operation purposes. More information on the subject can be found in the Privacy Policy and Terms of Service. By closing this window the user confirms that they have read the information on cookie usage, and they accept the privacy policy and the way cookies are used by the portal. You can change the cookie settings in your browser.
In this paper, we focused on signal processing and proposed a recognition model of street view images based on convolutional neural networks (CNNs) and softmax. On the one hand, this paper processed signal and visualized signal processing activation values of each layer of with CNNs on street view images detection, on the second hand, this paper analyzed and compared them layer by layer. For independent...
To collect various data, millions of probes and sensors mounted on a Google and Baidu street view vehicles, 360-degree view and GPS location. From millions of street sensors, image data of GB level is transmitted back per second. It is an important research topic to classify and identify images quickly. The experimental results yielded a 23% error rate of recognition on images collected by probes...
The features construction steps of classic machine learning algorithms must be completed by trained researchers with professional knowledge. We mainly analyzed on the results of each layer of unsupervised learning of hierarchical representations with convolutional neural network on aircraft detection. The experiment results showed unsupervised learning features having obviously distinguishing ability...
Set the date range to filter the displayed results. You can set a starting date, ending date or both. You can enter the dates manually or choose them from the calendar.