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Pham, Hoai Luan. A fast quantum image compression algorithm based on Taylor expansion. (). King Mongkut's University of Technology North Bangkok. Central Library. : , 2025.
A fast quantum image compression algorithm based on Taylor expansion
Name: Vu, Tuan Hai
Organization :
Nara Institute of Science and Technology
Email :
vu.tuan_hai.vr7@naist.ac.jp
Name: Huynh, Ho Thi Mong Trinh
Organization :
University of Information Technology
Name: Pham, Hoai Luan
Organization :
University of Information Technology
keyword:
Quantum circuits
LCSH:
Image compression
LCSH:
Quantum computing
LCSH:
Image processing
LCSH:
Series, Taylor's
Abstract:
With the increasing demand for storing images, traditional image compression methods face challenges in balancing the compressed size and image quality. However, the hybrid quantum-classical model can recover this weakness by using the advantage of qubits. In this study, we upgrade a quantum image compression algorithm within parameterized quantum circuits. Our approach encodes image data as unitary operator parameters and applies the quantum compilation algorithm to emulate the encryption process. By utilizing first-order Taylor expansion, we significantly reduce both the computational cost and loss, better than the previous version. Experimental results on benchmark images, including Lenna and Cameraman, show that our method achieves up to 86 percent reduction in the number of iterations while maintaining a lower compression loss, better for high-resolution images. The results confirm that the proposed algorithm provides an efficient and scalable image compression mechanism, making it a promising candidate for future image processing applications
King Mongkut's University of Technology North Bangkok. Central Library
Address:
BANGKOK
Email:
library@kmutnb.ac.th
Created:
2025
Modified:
2026-06-12
Issued:
2026-06-12
บทความ/Article
application/pdf
BibliograpyCitation :
In Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI) Association, Thailand. 2025 22nd International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology (ECTI-CON 2025) (pp.432-437). Piscataway, NJ : IEEE
eng
©copyrights King Mongkut's University of Technology North Bangkok
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0.040693 วินาที
Vu, Tuan Hai
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| A fast quantum image compression algorithm based on Taylor expansion
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Vu, Tuan Hai;Huynh, Ho Thi Mong Trinh;Pham, Hoai Luan | บทความ/Article |
Huynh, Ho Thi Mong Trinh
| Title | Contributor | Type |
|---|---|---|
| A fast quantum image compression algorithm based on Taylor expansion
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Vu, Tuan Hai;Huynh, Ho Thi Mong Trinh;Pham, Hoai Luan | บทความ/Article |
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มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Pham, Hoai Luan;Tran, Thi Diem;Le, Vu Trung Duong;Vu, Tuan Hai;Nakashima, Yasuhiko | บทความ/Article | |
| A fast quantum image compression algorithm based on Taylor expansion
มหาวิทยาลัยเทคโนโลยีพระจอมเกล้าพระนครเหนือ Vu, Tuan Hai;Huynh, Ho Thi Mong Trinh;Pham, Hoai Luan | บทความ/Article |