Multi-exposure image fusion techniques: A comprehensive review

F Xu, J Liu, Y Song, H Sun, X Wang - Remote Sensing, 2022 - mdpi.com
Multi-exposure image fusion (MEF) is emerging as a research hotspot in the fields of image
processing and computer vision, which can integrate images with multiple exposure levels …

Attention-guided global-local adversarial learning for detail-preserving multi-exposure image fusion

J Liu, J Shang, R Liu, X Fan - … on Circuits and Systems for Video …, 2022 - ieeexplore.ieee.org
Deep learning networks have recently demonstrated yielded impressive progress for multi-
exposure image fusion. However, how to restore realistic texture details while correcting …

Towards high-quality hdr deghosting with conditional diffusion models

Q Yan, T Hu, Y Sun, H Tang, Y Zhu… - … on Circuits and …, 2023 - ieeexplore.ieee.org
High Dynamic Range (HDR) images can be recovered from several Low Dynamic Range
(LDR) images by existing Deep Neural Networks (DNNs) techniques. Despite the …

From dynamic to static: Stepwisely generate HDR image for ghost removal

Q Yan, K Yang, T Hu, G Chen, K Dai… - … on Circuits and …, 2024 - ieeexplore.ieee.org
Generating high-quality high dynamic range (HDR) images in dynamic scenes is particularly
challenging due to the influence of large motion. Despite the effectiveness of existing deep …

Learning a coordinated network for detail-refinement multiexposure image fusion

J Li, J Liu, S Zhou, Q Zhang… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Nowadays, deep learning has made rapid progress in the field of multi-exposure image
fusion. However, it is still challenging to extract available features while retaining texture …

Multiscale fusion algorithm for underwater image enhancement based on color preservation

M Yin, X Du, W Liu, L Yu, Y **ng - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
Underwater images regularly exhibit color deviation and low contrast attributed to
attenuation and scattering associated with wavelength and distance. For solving these two …

Attention-guided progressive neural texture fusion for high dynamic range image restoration

J Chen, Z Yang, TN Chan, H Li, J Hou… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
High Dynamic Range (HDR) imaging via multi-exposure fusion is an important task for most
modern imaging platforms. In spite of recent developments in both hardware and algorithm …

Multi-scale exposure fusion via content adaptive edge-preserving smoothing pyramids

W Jia, Z Song, Z Li - IEEE Transactions on Consumer …, 2022 - ieeexplore.ieee.org
Multi-scale exposure fusion (MEF) is an efficient way to fuse differently exposed low dynamic
range (LDR) images of a high dynamic range (HDR) scene into an information enriched …

Deep Multi-Exposure Image Fusion for Dynamic Scenes

X Tan, H Chen, R Zhang, Q Wang… - … on Image Processing, 2023 - ieeexplore.ieee.org
Recently, learning-based multi-exposure fusion (MEF) methods have made significant
improvements. However, these methods mainly focus on static scenes and are prone to …

Robust double-weighted guided image filtering

X Zhang, C He - Signal Processing, 2022 - Elsevier
Guided image filter (GIF) is an edge-preserving smoothing operator with low time
complexity; However, it does not preserve sharp edges, and therefore exhibits halo artifacts …