Multi-mask camera model for compressed acquisition of light fields

HN Nguyen, E Miandji… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
We present an all-in-one camera model that encompasses the architectures of most existing
compressive-sensing light-field cameras, equipped with a single lens and multiple …

Optimized sampling for view interpolation in light fields using local dictionaries

DC Schedl, C Birklbauer, O Bimber - ACM SIGGRAPH 2017 Posters, 2017 - dl.acm.org
We present an angular superresolution method for light fields captured with a sparse
camera array. Our method uses local dictionaries extracted from a sampling mask for …

Depth from light fields analyzing 4D local structure

JP Lüke, F Rosa, JG Marichal-Hernández… - Journal of Display …, 2015 - opg.optica.org
In this paper, we develop a local method to obtain depths from the 4D light field. In contrast
to previous local depth from light field methods based on EPIs, eg, 2D slices of the light field …

Compressive Sensing in Image/Video Compression: Sampling, Coding, Reconstruction, and Codec Optimization

J Zhou, J Yang - Information, 2024 - mdpi.com
Compressive Sensing (CS) has emerged as a transformative technique in image
compression, offering innovative solutions to challenges in efficient signal representation …

Reconstructing an image of a scene captured using a compressed sensing device

EA Bernal, B Xu, LK Mestha - US Patent 9,070,218, 2015 - Google Patents
(57) ABSTRACT A method for reconstructing an image of a scene captured using a
compressed sensing device. A mask is received which identifies at least one region of …

Optical design and development of a snapshot light-field laryngoscope

S Zhu, P Jin, R Liang, L Gao - Optical Engineering, 2018 - spiedigitallibrary.org
The convergence of recent advances in optical fabrication and digital processing yields a
generation of imaging technology—light-field (LF) cameras which bridge the realms of …

Probabilistic-Based Feature Embedding of 4-D Light Fields for Compressive Imaging and Denoising

X Lyu, J Hou - International Journal of Computer Vision, 2024 - Springer
The high-dimensional nature of the 4-D light field (LF) poses great challenges in achieving
efficient and effective feature embedding, that severely impacts the performance of …

High-resolution light field capture with coded aperture

YP Wang, LC Wang, DH Kong… - IEEE Transactions on …, 2015 - ieeexplore.ieee.org
Acquiring light field with larger angular resolution and higher spatial resolution in low cost is
the goal of light field capture. Combining or modifying traditional optical cameras is a usual …

Compressive sampling using a pushframe camera

S Bennett, Y Noblet, PF Griffin, P Murray… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
The recently described pushframe imager, a parallelized single pixel camera capturing with
a pushbroom-like motion, is intrinsically suited to both remote-sensing and compressive …

[HTML][HTML] Attention-based encoder–decoder network for depth estimation from color-coded light fields

H Sheng, K Cheng, X Jin, T Han, X Jiang, C Dong - AIP Advances, 2023 - pubs.aip.org
Compressive light field cameras have attracted notable attention over the past few years
because they can efficiently determine redundancy from light fields. However, much of the …