TY - JOUR
T1 - The Light Field Attachment: Turning a DSLR into a Light Field Camera Using a Low Budget Camera Ring
AU - Wang, Yuwang
AU - Liu, Yebin
AU - Heidrich, Wolfgang
AU - Dai, Qionghai
N1 - KAUST Repository Item: Exported on 2020-10-01
Acknowledgements: This work was supported by the National key foundation for exploring scientific instrument No.2013YQ140517, the National NSF of China grant No.61522111 and No.61531014.
PY - 2016/11/16
Y1 - 2016/11/16
N2 - We propose a concept for a lens attachment that turns a standard DSLR camera and lens into a light field camera. The attachment consists of 8 low-resolution, low-quality side cameras arranged around the central high-quality SLR lens. Unlike most existing light field camera architectures, this design provides a high-quality 2D image mode, while simultaneously enabling a new high-quality light field mode with a large camera baseline but little added weight, cost, or bulk compared with the base DSLR camera. From an algorithmic point of view, the high-quality light field mode is made possible by a new light field super-resolution method that first improves the spatial resolution and image quality of the side cameras and then interpolates additional views as needed. At the heart of this process is a super-resolution method that we call iterative Patch- And Depth-based Synthesis (iPADS), which combines patch-based and depth-based synthesis in a novel fashion. Experimental results obtained for both real captured data and synthetic data confirm that our method achieves substantial improvements in super-resolution for side-view images as well as the high-quality and view-coherent rendering of dense and high-resolution light fields.
AB - We propose a concept for a lens attachment that turns a standard DSLR camera and lens into a light field camera. The attachment consists of 8 low-resolution, low-quality side cameras arranged around the central high-quality SLR lens. Unlike most existing light field camera architectures, this design provides a high-quality 2D image mode, while simultaneously enabling a new high-quality light field mode with a large camera baseline but little added weight, cost, or bulk compared with the base DSLR camera. From an algorithmic point of view, the high-quality light field mode is made possible by a new light field super-resolution method that first improves the spatial resolution and image quality of the side cameras and then interpolates additional views as needed. At the heart of this process is a super-resolution method that we call iterative Patch- And Depth-based Synthesis (iPADS), which combines patch-based and depth-based synthesis in a novel fashion. Experimental results obtained for both real captured data and synthetic data confirm that our method achieves substantial improvements in super-resolution for side-view images as well as the high-quality and view-coherent rendering of dense and high-resolution light fields.
UR - http://hdl.handle.net/10754/623686
UR - http://ieeexplore.ieee.org/document/7744676/
UR - http://www.scopus.com/inward/record.url?scp=85025470256&partnerID=8YFLogxK
U2 - 10.1109/tvcg.2016.2628743
DO - 10.1109/tvcg.2016.2628743
M3 - Article
SN - 1077-2626
VL - 23
SP - 2357
EP - 2364
JO - IEEE Transactions on Visualization and Computer Graphics
JF - IEEE Transactions on Visualization and Computer Graphics
IS - 10
ER -