TY - JOUR
T1 - An RGB multi-channel representation for images on quantum computers
AU - Sun, Bo
AU - Iliyasu, Abdullah M.
AU - Yan, Fei
AU - Dong, Fangyan
AU - Hirota, Kaoru
PY - 2013/5
Y1 - 2013/5
N2 - RGB multi channel representation is proposed for images on quantum computers (MCQI) that captures information about colors (RGB channels) and their corresponding positions in an image in a normalized quantum state. The proposed representation makes it possible to store the RGB information about an image simultaneously by using 2n + 3 qubits for encoding 2n × 2 n pixel images, whereas pixel-wise processing is necessary in many other quantum image representations, e.g., qubit lattice, grid qubit, and quantum lattice. Simulation of storage and retrieval of MCQI images using human facial images demonstrated that 15 qubits are required for encoding 64 × 64 colored images, and encoded information is retrieved by measurement. Perspectives of designing quantum image operators are also discussed based on MCQI representation, e.g., channel of interest, channel swapping, and restrict version of color transformation.
AB - RGB multi channel representation is proposed for images on quantum computers (MCQI) that captures information about colors (RGB channels) and their corresponding positions in an image in a normalized quantum state. The proposed representation makes it possible to store the RGB information about an image simultaneously by using 2n + 3 qubits for encoding 2n × 2 n pixel images, whereas pixel-wise processing is necessary in many other quantum image representations, e.g., qubit lattice, grid qubit, and quantum lattice. Simulation of storage and retrieval of MCQI images using human facial images demonstrated that 15 qubits are required for encoding 64 × 64 colored images, and encoded information is retrieved by measurement. Perspectives of designing quantum image operators are also discussed based on MCQI representation, e.g., channel of interest, channel swapping, and restrict version of color transformation.
KW - Color space
KW - Image processing
KW - Quantum circuit
KW - Quantum computation
KW - Quantum image
UR - https://www.scopus.com/pages/publications/84879337526
U2 - 10.20965/jaciii.2013.p0404
DO - 10.20965/jaciii.2013.p0404
M3 - Article
AN - SCOPUS:84879337526
SN - 1343-0130
VL - 17
SP - 404
EP - 417
JO - Journal of Advanced Computational Intelligence and Intelligent Informatics
JF - Journal of Advanced Computational Intelligence and Intelligent Informatics
IS - 3
ER -