Paper Search Console

Home Search Page Alphabetical List About Contact

Journal Title

Title of Journal: Multimed Tools Appl

Search In Journal Title:

Abbravation: Multimedia Tools and Applications

Search In Journal Abbravation:

Publisher

Springer US

Search In Publisher:

DOI

10.1002/ange.201302775

Search In DOI:

ISSN

1573-7721

Search In ISSN:
Search In Title Of Papers:

Spectral segmentation via minimum barrier distance

Authors: Jing Mao Zhang, Yan Xia Shen,

Publish Date: 2017/02/20
Volume: 76, Issue:24, Pages: 25713-25729
PDF Link

Abstract

Constructing a reliable affinity matrix is crucial for spectral segmentation. In this paper, we define a technique to create a reliable affinity matrix for the application to spectral segmentation. We propose an affinity model based on the minimum barrier distance (MBD). First, the image is over-segmented into superpixels; then the subset of the pixels, located in the center of these superpixels, is used to compute the MBD-based affinities of the original image, with particular care taken to avoid a strong boundary, as described in the classical model. To deal with images with faint object and random or “clutter” background, we present gradient data that are integrated with the MBD data. To capture different perceptual grouping cues, the completed affinity model includes MBD, color, and spatial cues of the image. Finally, spectral segmentation is implemented at the superpixel level to provide an image segmentation result with pixel granularity. Experiments using the Berkeley image segmentation database validate the effectiveness of the proposed method. Covering, PRI, VOI, and the F-measure are used to evaluate the results relative to several state-of-the-art algorithms.


Keywords:

References


.
Search In Abstract Of Papers:
Other Papers In This Journal:

  1. A novel specific image scenes detection method
  2. Using augmented reality for students health - case of combining educational learning with standard fitness
  3. A fast and effective image retrieval scheme using color-
  4. A zero-vision music recording paradigm for visually impaired people
  5. Content-based search in multilingual audiovisual documents using the International Phonetic Alphabet
  6. Open media service architecture for advanced collaboration environments
  7. Scene-adaptive accurate and fast vertical crowd counting via joint using depth and color information
  8. Evaluation on diffusion tensor image registration algorithms
  9. Efficient quantization algorithm for real-time MP-3 encoders
  10. Learning spherical hashing based binary codes for face recognition
  11. Implementing situation-aware and user-adaptive music recommendation service in semantic web and real-time multimedia computing environment
  12. Unsupervised digital movie restoration with spatial models of color
  13. An efficient segmentation method using saliency object detection
  14. An improved block size selection method based on macroblock movement characteristic
  15. Categorization for grouping associative items using data mining in item-based collaborative filtering
  16. Directional texture transfer for video
  17. Multimedia cloud transmission and storage system based on internet of things
  18. Steganography integrated into linear predictive coding for low bit-rate speech codec
  19. Mobile-cloud assisted framework for selective encryption of medical images with steganography for resource-constrained devices
  20. An evaluation of image based steganography methods
  21. Segmentation-based multi-class semantic object detection
  22. A hybrid hierarchical framework for classification of breast density using digitized film screen mammograms
  23. Action recognition using lie algebrized gaussians over dense local spatio-temporal features
  24. Action recognition using lie algebrized gaussians over dense local spatio-temporal features
  25. DCAF: An MPEG-21 Dynamic Content Adaptation Framework
  26. Subjective and objective quality assessment of videos in error-prone network environments
  27. Full-scale 3D multimedia preoperative planning system for total ankle joint replacement
  28. Visual graph modeling for scene recognition and mobile robot localization
  29. Spectral segmentation via minimum barrier distance

Search Result:



Help video to use 'Paper Search Console'