TY - GEN
T1 - A Fast Optical Coherence Tomography based Angiography Projection (FOCTAP) Method on Dermatology Applications
AU - Zhang, Tianyu
AU - Zhang, Yilong
AU - Li, Chunhui
AU - Huang, Zhihong
N1 - Copyright:
© 2023 IEEE.
PY - 2023/11/7
Y1 - 2023/11/7
N2 - Optical coherence tomography (OCT) based angiography (OCTA) is a non-invasive imaging methodology that can extract the microvasculature networks within the tissue. Real-time OCTA projection can provide a number of advantages for OCTA imaging, e.g., real-time diagnosis, and image-guided treatment/surgery. However, the high computational cost required for real-time OCTA projection is a huge challenge, as the traditional OCTA projection requires Fourier transform and 3D OCTA reconstruction. This study introduces a novel technique, Fast OCTA Projection (FOCTAP), designed to facilitate the creation of en face OCTA projections swiftly and more efficiently. FOCTAP bypasses the need for FFT by directly using the sum of raw OCT interference signals to create en face structural projections, from which the OCTA projection can be extracted using eigen-decomposition. The application of FOCTAP to human palm skin, using a swept-source OCT system, demonstrated significant computational time reduction (at least 16 times) compared to traditional methods. For a conventional data size, FOCTAP took 0.45 seconds to generate one en-face OCTA projection result, substantially quicker than traditional methods using aED (12.48 seconds), bED (7.14 seconds), or wED (1123.38 seconds), on an Intel i9-12900K CPU. FOCTAP maintains processing times under 0.5 seconds, thereby demonstrating a promising potential for real-time OCTA projection.
AB - Optical coherence tomography (OCT) based angiography (OCTA) is a non-invasive imaging methodology that can extract the microvasculature networks within the tissue. Real-time OCTA projection can provide a number of advantages for OCTA imaging, e.g., real-time diagnosis, and image-guided treatment/surgery. However, the high computational cost required for real-time OCTA projection is a huge challenge, as the traditional OCTA projection requires Fourier transform and 3D OCTA reconstruction. This study introduces a novel technique, Fast OCTA Projection (FOCTAP), designed to facilitate the creation of en face OCTA projections swiftly and more efficiently. FOCTAP bypasses the need for FFT by directly using the sum of raw OCT interference signals to create en face structural projections, from which the OCTA projection can be extracted using eigen-decomposition. The application of FOCTAP to human palm skin, using a swept-source OCT system, demonstrated significant computational time reduction (at least 16 times) compared to traditional methods. For a conventional data size, FOCTAP took 0.45 seconds to generate one en-face OCTA projection result, substantially quicker than traditional methods using aED (12.48 seconds), bED (7.14 seconds), or wED (1123.38 seconds), on an Intel i9-12900K CPU. FOCTAP maintains processing times under 0.5 seconds, thereby demonstrating a promising potential for real-time OCTA projection.
KW - Angiography Projection
KW - OCT
KW - OCTA
KW - OCTA Projection
KW - Optical Coherence Tomography
KW - Optical Coherence Tomography based Angiography
U2 - 10.1109/IUS51837.2023.10307395
DO - 10.1109/IUS51837.2023.10307395
M3 - Conference contribution
AN - SCOPUS:85178640288
T3 - IEEE International Ultrasonics Symposium, IUS
BT - IUS 2023 - IEEE International Ultrasonics Symposium, Proceedings
PB - IEEE Computer Society
T2 - 2023 IEEE International Ultrasonics Symposium, IUS 2023
Y2 - 3 September 2023 through 8 September 2023
ER -