Light field image processing: An overview

G Wu, B Masia, A Jarabo, Y Zhang… - IEEE Journal of …, 2017 - ieeexplore.ieee.org
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 …

Light field imaging for computer vision: a survey

C Jia, F Shi, M Zhao, S Chen - Frontiers of Information Technology & …, 2022 - Springer
Light field (LF) imaging has attracted attention because of its ability to solve computer vision
problems. In this paper we briefly review the research progress in computer vision in recent …

Light field intrinsics with a deep encoder-decoder network

A Alperovich, O Johannsen… - Proceedings of the …, 2018 - openaccess.thecvf.com
We present a fully convolutional autoencoder for light fields, which jointly encodes stacks of
horizontal and vertical epipolar plane images through a deep network of residual layers. The …

Controlling material appearance by examples

Y Hu, M Hašan, P Guerrero, H Rushmeier… - Computer graphics …, 2022 - Wiley Online Library
Despite the ubiquitous use of materials maps in modern rendering pipelines, their editing
and control remains a challenge. In this paper, we present an example‐based material …

[PDF][PDF] Light-field appearance editing based on intrinsic decomposition

S Beigpour, S Shekhar, M Mansouryar… - Journal of …, 2018 - library.imaging.org
The authors present a framework for image-based surface appearance editing for light-field
data. Their framework improves over the state of the art without the need for a full “inverse …

CNN-based pedestrian orientation estimation from a single image

K Kumamoto, K Yamada - 2017 4th IAPR Asian conference on …, 2017 - ieeexplore.ieee.org
In traffic environments where both vehicles and pedestrians coexist, predicting the path of a
pedestrian is an important task for automated driving and driver support systems to prevent …

用于计算机视觉任务的光场成像技术综述

JIA Chen, SHI Fan, Z Meng, C Shengyong, AC JIA… - Frontiers, 2022 - jzus.zju.edu.cn
光场成像因其解决计算机视觉问题的能力而备受关注. 本文首先简要回顾了近年来计算机视觉的
研究进展. 对于影响计算机视觉发展的大多数因素来说, 视觉信息获取的丰富性和准确性起着 …

Light field imaging for computer vision: a survey

JIA Chen, SHI Fan, Z Meng, C Shengyong, AC JIA… - jzus.zju.edu.cn
Light field (LF) imaging has attracted attention because of its ability to solve computer vision
problems. In this paper we briefly review the research progress in computer vision in recent …

Variational and Deep Learning Approaches for Intrinsic Light Field Decomposition

A Alperovich - 2020 - kops.uni-konstanz.de
Intrinsic image decomposition aims to separate an illumination invariant reflectance image
from an input color image, which is still one of the fundamental problems in computer vision …