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 …

Recent progress in image deblurring

R Wang, D Tao - arXiv preprint arXiv:1409.6838, 2014 - arxiv.org
This paper comprehensively reviews the recent development of image deblurring, including
non-blind/blind, spatially invariant/variant deblurring techniques. Indeed, these techniques …

GMS: Grid-based motion statistics for fast, ultra-robust feature correspondence

JW Bian, WY Lin, Y Matsushita… - Proceedings of the …, 2017 - openaccess.thecvf.com
Incorporating smoothness constraints into feature matching is known to enable ultra-robust
matching. However, such formulations are both complex and slow, making them unsuitable …

Point‐Based Neural Rendering with Per‐View Optimization

G Kopanas, J Philip, T Leimkühler… - Computer Graphics …, 2021 - Wiley Online Library
There has recently been great interest in neural rendering methods. Some approaches use
3D geometry reconstructed with Multi‐View Stereo (MVS) but cannot recover from the errors …

Convolutional neural network architecture for geometric matching

I Rocco, R Arandjelovic, J Sivic - Proceedings of the IEEE …, 2017 - openaccess.thecvf.com
We address the problem of determining correspondences between two images in
agreement with a geometric model such as an affine or thin-plate spline transformation, and …

Single image super-resolution from transformed self-exemplars

JB Huang, A Singh, N Ahuja - … of the IEEE conference on computer …, 2015 - cv-foundation.org
Self-similarity based super-resolution (SR) algorithms are able to produce visually pleasing
results without extensive training on external databases. Such algorithms exploit the …

[PDF][PDF] Deep high dynamic range imaging of dynamic scenes.

NK Kalantari, R Ramamoorthi - ACM Trans. Graph., 2017 - people.engr.tamu.edu
Standard digital cameras typically take images with under/overexposed regions because of
their sensors' limited dynamic range. The most common way to capture high dynamic range …

Visual attribute transfer through deep image analogy

J Liao, Y Yao, L Yuan, G Hua, SB Kang - arXiv preprint arXiv:1705.01088, 2017 - arxiv.org
We propose a new technique for visual attribute transfer across images that may have very
different appearance but have perceptually similar semantic structure. By visual attribute …

Soft 3d reconstruction for view synthesis

E Penner, L Zhang - ACM Transactions on Graphics (TOG), 2017 - dl.acm.org
We present a novel algorithm for view synthesis that utilizes a soft 3D reconstruction to
improve quality, continuity and robustness. Our main contribution is the formulation of a soft …

Robust multi-exposure image fusion: a structural patch decomposition approach

K Ma, H Li, H Yong, Z Wang, D Meng… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
We propose a simple yet effective structural patch decomposition approach for multi-
exposure image fusion (MEF) that is robust to ghosting effect. We decompose an image …