SCK: A Sparse Coding Based Key-Point Detector

@article{HongPhuoc2018SCKAS,
  title={SCK: A Sparse Coding Based Key-Point Detector},
  author={Thanh Hong-Phuoc and Yifeng He and Ling Guan},
  journal={2018 25th IEEE International Conference on Image Processing (ICIP)},
  year={2018},
  pages={3768-3772}
}
  • Thanh Hong-Phuoc, Yifeng He, Ling Guan
  • Published in
    25th IEEE International…
    2018
  • Computer Science
  • All current popular hand-crafted key-point detectors such as Harris corner, MSER, SIFT, SURF⃛ rely on some specific pre-designed structures for the detection of corners, blobs, junctions … in an image. In this paper, a novel sparse coding based key-point detector which requires no particular predesigned structures is presented. The key-point detector is based on measuring the complexity level of each block in an image to decide where a key-point should be. The complexity level of a block is… CONTINUE READING
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    Citations

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    A Novel Key-Point Detector Based on Sparse Coding

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    An improved self-supervised framework for feature point detection

    • Yunhui Wu, Ju-Guang Li
    • Computer Science, Engineering
    • International Conference on Digital Image Processing
    • 2019
    VIEW 1 EXCERPT
    CITES BACKGROUND

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