Abstract
In this paper we present a method for moving objects detection and labeling denominated Lateral Interaction in Accumulative Computation (LIAC). The LIAC method usefulness in the general task of motion detection may be appreciated by means of some step-by-step descriptions of significant examples of object detection in video sequences of synthetic and real images.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Ayer, S., Sawhney, H.S.: Layered representation of motion video using robust maximum-likelihood estimation of mixture models and MDL encoding. In: Proceedings of Fifth International Conference on Computer Vision, pp. 777–784 (1995)
Dufaux, F., Moscheni, F., Lippman, A.: Spatiotemporal segmentation based on motion and static segmentation. Proceedings of ICIP’95 1, 306–309 (1995)
Fernández, M.A., Fernández-Caballero, A., López, M.T., Mira, J.: Length-Speed Ratio (LSR) as a characteristic for moving elements real-time classification. Real-Time Imaging 9(1), 49–59 (2003)
Fernández-Caballero, A., Mira, J., Fernández, M.A., Delgado, A.E.: On motion detection through a multi-layer neural network architecture. Neural Networks 16(2), 205–222 (2003)
Goldberger, J., Greenspan, H.: Context-based segmentation of image sequences. IEEE Transactions on Pattern Analysis and Machine Intelligence 28(3), 463–468 (2006)
Mansouri, A.R., Konrad, J.: Multiple motion segmentation with level sets. IEEE Transactions on Image Processing 12(2), 201–220 (2003)
Vázquez, C., Mitiche, A., Laganiére, R.: Joint multiregion segmentation and parametric estimation of image motion by basis function representation and level set evolution. IEEE Transactions on Pattern Analysis and Machine Intelligence 28(5), 782–793 (2006)
Author information
Authors and Affiliations
Editor information
Rights and permissions
Copyright information
© 2007 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Fernández-Caballero, A., Fernández, M.A., López, M.T., Gómez, F.J. (2007). Step-by-Step Description of Lateral Interaction in Accumulative Computation. In: Apolloni, B., Howlett, R.J., Jain, L. (eds) Knowledge-Based Intelligent Information and Engineering Systems. KES 2007. Lecture Notes in Computer Science(), vol 4692. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-540-74819-9_64
Download citation
DOI: https://doi.org/10.1007/978-3-540-74819-9_64
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-540-74817-5
Online ISBN: 978-3-540-74819-9
eBook Packages: Computer ScienceComputer Science (R0)