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Vision-based pedestrian detection for all day are crucial in Advance Driver Assistance Systems (ADAS), autonomous vehicles and video surveillance. Based on the fact that human body radiation falls around 9.3pm, thermal images have distinctive advantages in pedestrian detection at nighttime. With the recent success of CNNs in vision community, how to properly explore information in color and thermal...
Classification of traffic signs with partial occlusions is important for traffic sign maintenance and inventory systems. It is also important to help drivers identify possible traffic signs in time. Motivated by human cognitive processes in identifying an occluded sign, a novel structure is designed to explicitly handle occluded samples in this paper. Occlusion maps are analyzed for possible occluded...
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