TY - GEN
T1 - A Discussion of The Generalization of The Central Projection Theorem in Fractional Fourier Transform
AU - Liu, Xiang Yu
AU - Li, Qing Na
N1 - Publisher Copyright:
© 2025 IEEE.
PY - 2025
Y1 - 2025
N2 - With the development of science and technology, electron microscope 3D reconstruction has gradually become the mainstream technology of structural biology. Fourier transform central projection theorem is an important tool in electron microscope 3D reconstruction. However, due to the mechanics of electron microscopy, it faces the challenge of what is known as a 'missing wedge.' In this paper, we focus on discussing the 'missing wedge' problem of 3D reconstruction from the field of image processing. A new mathematical tool, Fractional Fourier transform, is introduced into the 3D reconstruction technique of electron microscope. Combined with most existing methods, the difficulty of this idea is whether the central projection theorem can be generalized under fractional Fourier transform. The validity of the central projection theorem in Fractional Fourier transform is discussed in this paper. The process of discussion shows that the condition of this extension is strict, and attempts to analyze the reason why the theorem cannot be generalized from mathematical derivation. Combined with numerical results, the theoretical conclusions are further illustrated. It is worth noting that the strict generalization of the theorem does not mean that the fractional Fourier transform cannot be applied to three-dimensional reconstruction problems, only that some solutions are no longer used. To some extent, the new method based on fractional Fourier transform is proposed.
AB - With the development of science and technology, electron microscope 3D reconstruction has gradually become the mainstream technology of structural biology. Fourier transform central projection theorem is an important tool in electron microscope 3D reconstruction. However, due to the mechanics of electron microscopy, it faces the challenge of what is known as a 'missing wedge.' In this paper, we focus on discussing the 'missing wedge' problem of 3D reconstruction from the field of image processing. A new mathematical tool, Fractional Fourier transform, is introduced into the 3D reconstruction technique of electron microscope. Combined with most existing methods, the difficulty of this idea is whether the central projection theorem can be generalized under fractional Fourier transform. The validity of the central projection theorem in Fractional Fourier transform is discussed in this paper. The process of discussion shows that the condition of this extension is strict, and attempts to analyze the reason why the theorem cannot be generalized from mathematical derivation. Combined with numerical results, the theoretical conclusions are further illustrated. It is worth noting that the strict generalization of the theorem does not mean that the fractional Fourier transform cannot be applied to three-dimensional reconstruction problems, only that some solutions are no longer used. To some extent, the new method based on fractional Fourier transform is proposed.
KW - Election Microscope 3D Reconstruction Technology
KW - Fourier Transform
KW - Fractional Fourier Transform
KW - Missing Wedge
KW - The Central Projection Theorem
KW - The Projection Slice Theorem
UR - https://www.scopus.com/pages/publications/105010215763
U2 - 10.1109/ISCAIT64916.2025.11010542
DO - 10.1109/ISCAIT64916.2025.11010542
M3 - Conference contribution
AN - SCOPUS:105010215763
T3 - 2025 4th International Symposium on Computer Applications and Information Technology, ISCAIT 2025
SP - 2101
EP - 2113
BT - 2025 4th International Symposium on Computer Applications and Information Technology, ISCAIT 2025
PB - Institute of Electrical and Electronics Engineers Inc.
T2 - 4th International Symposium on Computer Applications and Information Technology, ISCAIT 2025
Y2 - 21 March 2025 through 23 March 2025
ER -