Making images real again: A comprehensive survey on deep image composition

L Niu, W Cong, L Liu, Y Hong, B Zhang, J Liang… - arXiv preprint arXiv …, 2021 - arxiv.org
As a common image editing operation, image composition aims to combine the foreground
from one image and another background image, resulting in a composite image. However …

A structure-preserving and illumination-consistent cycle framework for image harmonization

X Cai, Q Shi, Y Gao, S Li, W Hua… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Ina composite image, the foreground and background are filmed under different scenarios,
such as different lighting conditions, causing inconsistency and reducing the overall realism …

CFDiffusion: Controllable Foreground Relighting in Image Compositing via Diffusion Model

Z Yu, J Zhou, Z Bao, G Fu, W He, C Liang… - Proceedings of the 32nd …, 2024 - dl.acm.org
Inserting foreground objects into specific background scenes and eliminating the
illumination inconsistency (eg., color, brightness) between them is an important and …

Deep video harmonization by improving spatial-temporal consistency

X Chen, L Fang, L Ye, Q Zhang - Machine Intelligence Research, 2024 - Springer
Video harmonization is an important step in video editing to achieve visual consistency by
adjusting foreground appearances in both spatial and temporal dimensions. Previous …

MT-GAN: toward realistic image composition based on spatial features

X Li, G Teng, P An, H Yao - EURASIP Journal on Advances in Signal …, 2023 - Springer
The purpose of image composition is to combine the visual elements of different natural
images to produce a natural image. The performance of most existing image composition …

The Way to picture Reality: A Review, Evaluation and Recipe of Image Harmonization

Y Tian, J Hou, Y Zhang - 2023 - researchsquare.com
Image harmonization is an interesting but challenging task in image processing. The task is
to adjust the visual information between the foreground and background in the picture, so …