On Automatic Selection of Temporal Scales in Time-Causal Scale-Space

This paper outlines a general framework for automatic selection in temporal scale-space representations, and shows how the suggested theory applies to motion detection and motion estimation.

[1]  Johan Wiklund,et al.  Multidimensional Orientation Estimation with Applications to Texture Analysis and Optical Flow , 1991, IEEE Trans. Pattern Anal. Mach. Intell..

[2]  Tony Lindeberg,et al.  Scale-Space Theory in Computer Vision , 1993, Lecture Notes in Computer Science.

[3]  Tony Lindeberg,et al.  Scale selection for differential operators , 1994 .

[4]  Steven S. Beauchemin,et al.  The computation of optical flow , 1995, CSUR.

[5]  Tony Lindeberg,et al.  Scale-Space with Casual Time Direction , 1996, ECCV.

[6]  Keith Langley,et al.  Recursive Filters for Optical Flow , 1995, IEEE Trans. Pattern Anal. Mach. Intell..

[7]  Tony Lindeberg,et al.  Linear Spatio-Temporal Scale-Space , 1997, Scale-Space.

[8]  Andrea J. van Doorn,et al.  Generic Neighborhood Operators , 1992, IEEE Trans. Pattern Anal. Mach. Intell..

[9]  Takeo Kanade,et al.  A Stereo Matching Algorithm with an Adaptive Window: Theory and Experiment , 1994, IEEE Trans. Pattern Anal. Mach. Intell..

[10]  P. Anandan,et al.  Hierarchical Model-Based Motion Estimation , 1992, ECCV.

[11]  Tony Lindeberg,et al.  A scale selection principle for estimating image deformations , 1998, Image Vis. Comput..

[12]  E H Adelson,et al.  Spatiotemporal energy models for the perception of motion. , 1985, Journal of the Optical Society of America. A, Optics and image science.

[13]  Luc Van Gool,et al.  An Extended Class of Scale-Invariant and Recursive Scale Space Filters , 1995, IEEE Trans. Pattern Anal. Mach. Intell..

[14]  Berthold K. P. Horn,et al.  Determining Optical Flow , 1981, Other Conferences.

[15]  David J. Heeger,et al.  Optical flow using spatiotemporal filters , 2004, International Journal of Computer Vision.

[16]  Tony Lindeberg,et al.  Edge Detection and Ridge Detection with Automatic Scale Selection , 1996, Proceedings CVPR IEEE Computer Society Conference on Computer Vision and Pattern Recognition.

[17]  A. Yuille,et al.  A model for the estimate of local image velocity by cells in the visual cortex , 1990, Proceedings of the Royal Society of London. B. Biological Sciences.

[18]  David J. Fleet,et al.  Performance of optical flow techniques , 1994, International Journal of Computer Vision.

[19]  Takeo Kanade,et al.  An Iterative Image Registration Technique with an Application to Stereo Vision , 1981, IJCAI.

[20]  M. Nielsen,et al.  The Intrinsic Structure of the Optic Flow Field , 1994 .

[21]  Tony Lindeberg,et al.  Scale-Space for Discrete Signals , 1990, IEEE Trans. Pattern Anal. Mach. Intell..

[22]  Alan L. Yuille,et al.  Scaling Theorems for Zero Crossings , 1987, IEEE Transactions on Pattern Analysis and Machine Intelligence.