Superpixel Hierarchy

@article{Wei2018SuperpixelH,
  title={Superpixel Hierarchy},
  author={Xing Wei and Qingxiong Yang and Yihong Gong and Narendra Ahuja and Ming-Hsuan Yang},
  journal={IEEE Transactions on Image Processing},
  year={2018},
  volume={27},
  pages={4838-4849}
}
Superpixel segmentation has been one of the most important tasks in computer vision. In practice, an object can be represented by a number of segments at finer levels with consistent details or included in a surrounding region at coarser levels. Thus, a superpixel segmentation hierarchy is of great importance for applications that require different levels of image details. However, there is no method that can generate all scales of superpixels accurately in real time. In this paper, we propose… CONTINUE READING

Citations

Publications citing this paper.
SHOWING 1-10 OF 20 CITATIONS

Interactive Hierarchical Object Proposals

VIEW 10 EXCERPTS
CITES METHODS & BACKGROUND

Skeletonization Combined with Deep Neural Networks for Superpixel Temporal Propagation

VIEW 5 EXCERPTS
CITES BACKGROUND & METHODS
HIGHLY INFLUENCED

Spatiotemporal GMM for Background Subtraction with Superpixel Hierarchy

VIEW 3 EXCERPTS
CITES RESULTS & METHODS

Adaptive Morphological Reconstruction for Seeded Image Segmentation

VIEW 1 EXCERPT
CITES METHODS

References

Publications referenced by this paper.
SHOWING 1-10 OF 41 REFERENCES

Structured Forests for Fast Edge Detection

VIEW 5 EXCERPTS
HIGHLY INFLUENTIAL

A non-local cost aggregation method for stereo matching

  • Qingxiong Yang
  • Computer Science
  • 2012 IEEE Conference on Computer Vision and Pattern Recognition
  • 2012
VIEW 16 EXCERPTS

Contour Detection and Hierarchical Image Segmentation

VIEW 13 EXCERPTS
HIGHLY INFLUENTIAL

Saliency detection via Cellular Automata

VIEW 6 EXCERPTS
HIGHLY INFLUENTIAL

Microsoft COCO: Common Objects in Context

VIEW 5 EXCERPTS
HIGHLY INFLUENTIAL

The Secrets of Salient Object Segmentation

VIEW 5 EXCERPTS
HIGHLY INFLUENTIAL

Semantic contours from inverse detectors

VIEW 5 EXCERPTS
HIGHLY INFLUENTIAL

Harmony potentials for joint classification and segmentation

VIEW 4 EXCERPTS
HIGHLY INFLUENTIAL

Multi-Class Segmentation with Relative Location Prior

VIEW 8 EXCERPTS
HIGHLY INFLUENTIAL