Light field image processing: An overview
Light field imaging has emerged as a technology allowing to capture richer visual
information from our world. As opposed to traditional photography, which captures a 2D …
information from our world. As opposed to traditional photography, which captures a 2D …
A review of snapshot multidimensional optical imaging: measuring photon tags in parallel
Multidimensional optical imaging has seen remarkable growth in the past decade. Rather
than measuring only the two-dimensional spatial distribution of light, as in conventional …
than measuring only the two-dimensional spatial distribution of light, as in conventional …
Compressive light field photography using overcomplete dictionaries and optimized projections
K Marwah, G Wetzstein, Y Bando… - ACM Transactions on …, 2013 - dl.acm.org
Light field photography has gained a significant research interest in the last two decades;
today, commercial light field cameras are widely available. Nevertheless, most existing …
today, commercial light field cameras are widely available. Nevertheless, most existing …
Deep spatial-angular regularization for light field imaging, denoising, and super-resolution
Coded aperture is a promising approach for capturing the 4-D light field (LF), in which the 4-
D data are compressively modulated into 2-D coded measurements that are further decoded …
D data are compressively modulated into 2-D coded measurements that are further decoded …
Unconventional methods of imaging: computational microscopy and compact implementations
In the past two decades or so, there has been a renaissance of optical microscopy research
and development. Much work has been done in an effort to improve the resolution and …
and development. Much work has been done in an effort to improve the resolution and …
Review of light field technologies
Light fields are vector functions that map the geometry of light rays to the corresponding
plenoptic attributes. They describe the holographic information of scenes by representing …
plenoptic attributes. They describe the holographic information of scenes by representing …
Time-multiplexed coded aperture imaging: Learned coded aperture and pixel exposures for compressive imaging systems
Compressive imaging using coded apertures (CA) is a powerful technique that can be used
to recover depth, light fields, hyperspectral images and other quantities from a single …
to recover depth, light fields, hyperspectral images and other quantities from a single …
Light field compression with disparity-guided sparse coding based on structural key views
Recent imaging technologies are rapidly evolving for sampling richer and more immersive
representations of the 3D world. One of the emerging technologies is light field (LF) cameras …
representations of the 3D world. One of the emerging technologies is light field (LF) cameras …
Learning light fields for improved lane detection
Robust lane detection is imperative for the realization of intelligent transportation. Recently,
vision-based systems that employ deep convolution neural networks (CNNs) for lane …
vision-based systems that employ deep convolution neural networks (CNNs) for lane …
Compressive light field sensing
SD Babacan, R Ansorge, M Luessi… - … on image processing, 2012 - ieeexplore.ieee.org
We propose a novel design for light field image acquisition based on compressive sensing
principles. By placing a randomly coded mask at the aperture of a camera, incoherent …
principles. By placing a randomly coded mask at the aperture of a camera, incoherent …