Depth estimation for light-field images using stereo matching and convolutional neural networks
S Rogge, I Schiopu, A Munteanu - Sensors, 2020 - mdpi.com
The paper presents a novel depth-estimation method for light-field (LF) images based on
innovative multi-stereo matching and machine-learning techniques. In the first stage, a novel …
innovative multi-stereo matching and machine-learning techniques. In the first stage, a novel …
Depth estimation in light field camera arrays based on multi-stereo matching and belief propagation
S Rogge, A Munteanu - … , Transmission and Display of 3D Video …, 2018 - ieeexplore.ieee.org
Despite of the rich variety of depth estimation methods in the literature, computing accurate
depth in multi-view camera systems remains a difficult computer vision problem. The paper …
depth in multi-view camera systems remains a difficult computer vision problem. The paper …
Deep Learning-Based Depth Estimation from Light Fields
T Leistner - 2024 - archiv.ub.uni-heidelberg.de
Light fields have emerged as a highly accurate method for depth estimation, known for its
precision and robustness against occlusions. After the decline of consumer based light field …
precision and robustness against occlusions. After the decline of consumer based light field …
Total variation-based dense depth from multicamera array
H Javidnia, P Corcoran - Optical Engineering, 2018 - spiedigitallibrary.org
Multicamera arrays are increasingly employed in both consumer and industrial applications,
and various passive techniques are documented to estimate depth from such camera arrays …
and various passive techniques are documented to estimate depth from such camera arrays …
[PDF][PDF] 4D Light Field Reconstruction and Scene Depth Estimation from Plenoptic Camera Raw Images
S Xu - 2016 - aran.library.nuigalway.ie
Microlens-array-based light-field cameras (also known as plenoptic cameras), which are
capable of recording both angular and spatial information of light, are already commercially …
capable of recording both angular and spatial information of light, are already commercially …