Tracking moving objects in image sequences using 1-D trajectory filter

IEEE Signal Processing Letters

Volumn 13, Issue 1, 2006, Pages 13-16

  Pei, Soo Chang ^a   Kuo, Wen Yi ^a   Huang, Wan Ting ^a  

^a NATIONAL TAIWAN UNIVERSITY   (Taiwan)

Author keywords

Object tracking; Spatiotemporal filtering; Trajectory filter

Indexed keywords

COMPUTATIONAL COMPLEXITY; DIFFERENCE EQUATIONS; FOURIER TRANSFORMS; FREQUENCY DOMAIN ANALYSIS; IIR FILTERS; LOW PASS FILTERS; OBJECT RECOGNITION;

OBJECT TRACKING; SPATIOTEMPORAL FILTERING; TRAJECTORY FILTER;

SIGNAL FILTERING AND PREDICTION;

EID: 30444443761     PISSN: 10709908     EISSN: None     Source Type: Journal    
DOI: 10.1109/LSP.2005.860550     Document Type: Article

References (8)

1. L. T. Bruton and N. R. Bartley, "The enhancement and tracking of moving objects in digital images using adaptive three-dimensional recursive filters," IEEE Trans. Circuits Syst., vol. CAS-33, no. 6, pp. 604-613, Jun. 1986.
2. A. A. Choudhury and L. T. Bruton, "Multidimensional filtering using combined discrete Fourier transform and linear difference equation methods," IEEE Trans. Circuits Syst., vol. 37, no. 2, pp. 223-231, Feb. 1990.
3. R. W. Issler and L. T. Bruton, "Tracking and enhancement of objects in image sequences using 3-D frequency planar combined DFT/LDE filters," in Proc. Int. Symp. Circuits Systems, New Orleans, LA, May 1990, pp. 999-1002.
4. H. Chang and J. K. Aggarwal, "Design of two-dimensional recursive filters by interpolation," IEEE Trans. Circuits Syst., vol. CAS-24, no. 6, pp. 281-291, Jun. 1977.
5. B. Porat and B. Friedlander, "A frequency domain algorithm for multiframe detection and estimation of dim targets," in Proc. IEEE Conf. Computer Vision, 1987, pp. 591-594.
6. L. T. Bruton, "Selective filtering of spatio-temporal plane waves using 3D cone filter banks," in Proc. IEEE Pacific Rim Conf. Communications, Computers, Signal Processing, vol. 1, Aug. 26-28, 2001, pp. 67-70.
7. L. T. Bruton, "Three-dimensional cone filter banks," IEEE Trans. Circuits Syst. I, Fundam. Theory Appl., vol. 50, no. 2, pp. 208-2216, Feb. 2003.
8. E. Shechtman and M. Irani, "Space-time behavior based correlation," in Proc. IEEE Int. Conf. Computer Vision Partern Recognition, 2005.