Vehicles detection in aerial images leveraging advanced image preprocessing

Feb 23, 2019

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Computer vision in aerial imagery domain can be quite challenging for some specific use cases, specifically in public safety. Based on one of the client’s needs we needed to focus not only on the neural network architecture, but also image preprocessing which is sometimes omitted. We leveraged particular series of convolutional filtering and wavelets transformation which is space depending. In the presentation, we will go through the process of data collection. Show benefits of preprocessing techniques to increase visual information. Discuss wavelet transformation and why wavelet transformation was used. Demonstrate the app which was used to display results.

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