This paper presents a method for pixel-wise segmentation of moving regions using sparse motion cues on an image from a freely moving camera. The main idea is to utilize residual motion, i.e., motion relative to a background, on sparse grid points. Our algorithm consists of three parts: global motion estimation, characterization of points based on sparse motion cue, and pixel-wise labeling of moving regions. Experimental results on real image sequences are presented, showing the effectiveness of the proposed method. © 2013 Springer-Verlag.
CITATION STYLE
Kang, J., Kim, S., Oh, T. J., & Chung, M. J. (2013). Moving region segmentation using sparse motion cue from a moving camera. In Advances in Intelligent Systems and Computing (Vol. 193 AISC, pp. 257–264). Springer Verlag. https://doi.org/10.1007/978-3-642-33926-4_24
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