Synthesizing light field views based on superpixels in epipolar plane image domain

Jonghoon Yim; Vinh Van Duong; Thuc Nguyen Huu; Byeungwoo Jeon

doi:10.1117/12.2667015

25 March 2023 Synthesizing light field views based on superpixels in epipolar plane image domain

Jonghoon Yim, Vinh Van Duong, Thuc Nguyen Huu, Byeungwoo Jeon

Author Affiliations +

Proceedings Volume 12592, International Workshop on Advanced Imaging Technology (IWAIT) 2023; 125921B (2023) https://doi.org/10.1117/12.2667015
Event: International Workshop on Advanced Imaging Technology (IWAIT) 2023, 2023, Jeju, Korea, Republic of

Abstract

In the perspective of alleviating the inherent trade-off between the spatial and angular resolutions of light field (LF) images, much research has been carried out to increase the angular resolution of LFs by synthesizing intermediate views. Since the height of each EPI is equal to the angular resolution of LF, we tackle the view synthesis problem as doubling the height of each EPI in LF. To efficiently stretch the EPI while not consuming too much computing time, we propose to first segment the EPI into superpixels and then adaptively interpolate each superpixel separately. The test results on the synthetic and real-scene LF datasets show that our scheme can achieve average Peak signal-to-noise ratio (PSNR) / structural similarity index measure (SSIM) around 30.58dB / 0.9131 and 32.28dB / 0.9510, by taking computing time of 5.80 minute and 1.83 minute for HCI and EPFL dataset, respectively.

Citation Download Citation

Jonghoon Yim, Vinh Van Duong, Thuc Nguyen Huu, and Byeungwoo Jeon "Synthesizing light field views based on superpixels in epipolar plane image domain", Proc. SPIE 12592, International Workshop on Advanced Imaging Technology (IWAIT) 2023, 125921B (25 March 2023); https://doi.org/10.1117/12.2667015

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

;

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE