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In this paper, we present a novel pixel-based airplane segmentation method from remote sensing images by combining Single Shot MultiBox Detector (SSD) and Single-layer Cellular Automata (SCA). SSD is a kind of deep ConvNet for object detection while SCA is a saliency detection method via Cellular Automata. First, we obtain detection result where every airplane is boxed by a rectangle through the SSD...
In this paper we propose a traffic sign recognition system using an on-board single camera for Advanced Driver Assistance Systems (ADAS), including detection, recognition and tracking. We combine RGB ratios based color segmentation with automatic white balance preprocessing and Douglas-Peucker shape detection to establish ROIs. Scale and rotation invariant BRISK features are applied for recognition,...
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