• Chinese Journal of Quantum Electronics
  • Vol. 40, Issue 6, 836 (2023)
RAN Shukun, XI Jingke*, XU Kai, and NIU Jinlong
Author Affiliations
  • School of Computer Science and Technology, China University of Mining and Technology, Xuzhou 221116, China
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    DOI: 10.3969/j.issn.1007-5461.2023.06.004 Cite this Article
    Shukun RAN, Jingke XI, Kai XU, Jinlong NIU. A vector median filtering scheme for quantum color images[J]. Chinese Journal of Quantum Electronics, 2023, 40(6): 836 Copy Citation Text show less
    A 2 × 2 color image and its NCQI representation
    Fig. 1. A 2 × 2 color image and its NCQI representation
    Quantum circuit of CSX+
    Fig. 2. Quantum circuit of CSX+
    Quantum circuit of N-bit adder
    Fig. 3. Quantum circuit of N-bit adder
    (a) CGC, (b) ICGC and (c) simplified quantum circuit of N-bit comparator
    Fig. 4. (a) CGC, (b) ICGC and (c) simplified quantum circuit of N-bit comparator
    Design flow of the quantum circuit for filtering
    Fig. 5. Design flow of the quantum circuit for filtering
    Quantum circuit preparation of color image
    Fig. 6. Quantum circuit preparation of color image
    Quantum circuit preparation for neighborhood pixels
    Fig. 7. Quantum circuit preparation for neighborhood pixels
    Quantum circuit of difference computing module (MDC)
    Fig. 8. Quantum circuit of difference computing module (MDC)
    Quantum circuit of vector distance calculation module
    Fig. 9. Quantum circuit of vector distance calculation module
    Quantum circuit of neighborhood aggregation distance calculation module
    Fig. 10. Quantum circuit of neighborhood aggregation distance calculation module
    Quantum circuit of vector median extraction
    Fig. 11. Quantum circuit of vector median extraction
    Quantum circuit of median pixel replacement
    Fig. 12. Quantum circuit of median pixel replacement
    Quantum circuit of quantum image vector median filter
    Fig. 13. Quantum circuit of quantum image vector median filter
    (a) Strawberries; (b) Flowers; (c) Lenna; (d) Peppers; (e) Baboon
    Fig. 14. (a) Strawberries; (b) Flowers; (c) Lenna; (d) Peppers; (e) Baboon
    (a)-(e) are noised images and denoise images of five experimental images respectively, where the Noised column is the noised image, and the QBMF, VMF and QVMF columns are the images processed by quantum Boolean mean filtering, proposed scheme and classical vector median filtering respectively
    Fig. 15. (a)-(e) are noised images and denoise images of five experimental images respectively, where the Noised column is the noised image, and the QBMF, VMF and QVMF columns are the images processed by quantum Boolean mean filtering, proposed scheme and classical vector median filtering respectively
    ImageSalt and pepper noise
    NoiseQBMFVMFQVMF
    (a)14.530024.702410.172430.611016.08131.751317.2213
    (b)15.567920.34594.77829.706314.138430.548514.9806
    (c)15.178723.02907.850330.942515.763832.270617.0919
    (d)14.907523.07138.163829.962115.054628.907814.0003
    (e)15.252517.05261.800122.15736.904822.08466.8321
    Average15.087321.64026.552928.675813.588529.112614.0252
    Table 1. RPSN of five color graphics before and after noise reduction
    Shukun RAN, Jingke XI, Kai XU, Jinlong NIU. A vector median filtering scheme for quantum color images[J]. Chinese Journal of Quantum Electronics, 2023, 40(6): 836
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