2015
DOI: 10.1007/978-3-319-22180-9_45
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Robust Segmentation of Vehicles Under Illumination Variations and Camera Movement

Abstract: Abstract. Vision-based vehicle detection and segmentation in intelligent transportation systems, particularly under outdoor illuminations, camera vibration, cast shadows and vehicle variations is still an area of active research for analysis and processing of traffic data. This paper proposes an effective scheme that improves Gaussian mixture model (GMM) for non-stationary temporal distributions through dynamically updating the learning rate at each pixel. In this proposed technique, sleeping foreground pixels… Show more

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