An Algorithm for Designing Multiple Gabor Filters for Segmenting Multi-Textured Images

Articles available online are significantly more highly cited

An Algorithm for Designing Multiple Gabor Filters for Segmenting Multi-Textured Images - Weldon, Higgins (ResearchIndex)

An Algorithm for Designing Multiple Gabor Filters for Segmenting Multi-Textured Images (1997) (Correct) (2 citations)
Thomas P. Weldon Dept. of Electrical and Computer Eng. University of North...
ResearchIndex Home Context Related

Download:
uncc.edu/tpw/papers/./icip98.ps.gz
Cached: PS.gz PS PDF Image Update Help

From: uncc.edu/tpw/papers/papers (more)

Rate this article:

(best)
Comment on this article

Abstract: We present an algorithm for the design of multiple Gabor filters for the segmentation of multi-textured images. We draw upon earlier results that provide a segmentation error measure based on the predicted vector output statistics of multiple filter channels. This segmentation error measure is used to design the filter channels for a particular segmentation task. In our approach, the filter parameters are free to vary from channel to channel and are not restricted to some predetermined decomposition of the frequency plane. Thus, our method can generate more effective filter designs and result in more effective features for image segmentation than prior methods. Finally, we present texture... (Correct Abstract)

Context of citations to this paper: More

...amplitudes. Gabor filters are well suited if the regions have distinct peaks in their frequency spectrum (Bovik et al. 1990; Weldon Higgins, 1997). The resulting segmentations are shown in Figure 1. In simple models (first columns of Figure 1) the algorithm finds the best...

Cited by: More
Generation of task-specific segmentation procedures as a.. - Herbrich, Scheffer (1997) (Correct)

Similar documents (at the sentence level):
47.6%: Algorithm For Designing Multiple Gabor Filters For Segmenting.. - Thomas Weldon (1997) (Correct)

Active bibliography (related documents): More All
1.1: Gabor filter design for multiple texture segmentation - Weldon, Higgins, Dunn (1996) (Correct)
0.8: Integrated Approach To Texture Segmentation Using.. - Thomas Weldon University (1996) (Correct)
0.6: Design Of Multiple Gabor Filters For Texture Segmentation - Thomas Weldon William (1996) (Correct)

Users who viewed this document also viewed: More All
0.0: Efficient Gabor Filter Design For Texture Segmentation - Weldon, Higgins, Dunn (1996) (Correct)
0.0: Using Colour Gabor Texture Features For Scene Understanding - Setchell, Campbell (Correct)
0.0: Wavelets for Texture Analysis - Livens, Scheunders, Wouwer, Van Dyck (1997) (Correct)

Related documents from co-citation: More All
Doc 2: Minimum-description length principle - Rissanen - 1987
Doc 2: A model for bias learning - Baxter - 1997
Doc 2: Wrappers for feature subset selection - Kohavi - 1995

BibTeX entry: (Correct)

Weldon, T. P., & Higgins, W. E. (1997). Algorithm for designing multiple gabor filters for segmenting multi-textured images. unpublished. http://citeseer.nj.nec.com/weldon97algorithm.html More

@misc{ weldon97algorithm,
  author = "T. Weldon and W. Higgins",
  title = "Algorithm for designing multiple gabor filters for segmenting multi-textured
    images",
  text = "Weldon, T. P., & Higgins, W. E. (1997). Algorithm for designing multiple
    gabor filters for segmenting multi-textured images. unpublished.",
  year = "1997",
  url = "citeseer.nj.nec.com/weldon97algorithm.html" }