Deco: Decoupled human-centered diffusion video editing with motion consistency

X Zhong, X Huang, X Yang, G Lin, Q Wu - European Conference on …, 2025 - Springer
Diffusion models usher a new era of video editing, flexibly manipulating the video contents
with text prompts. Despite the widespread application demand in editing human-centered …

Relightful Harmonization: Lighting-aware Portrait Background Replacement

M Ren, W Xiong, JS Yoon, Z Shu… - Proceedings of the …, 2024 - openaccess.thecvf.com
Portrait harmonization aims to composite a subject into a new background adjusting its
lighting and color to ensure harmony with the background scene. Existing harmonization …

[PDF][PDF] Exploring Image Representation and Color Spaces in Computer Vision: A Comprehensive Review

HM Zangana, AK Mohammed, ZB Sallow… - The Indonesian Journal …, 2024 - ijcs.net
Indonesian Journal of Computer Science Page 1 Indonesian Journal of Computer Science
ISSN 2549-7286 (online) Jln. Khatib Sulaiman Dalam No. 1, Padang, Indonesia Website …

MultiColor: Image Colorization by Learning from Multiple Color Spaces

X Du, Z Zhou, X Wu, Y Wang, Z Wang… - Proceedings of the 32nd …, 2024 - dl.acm.org
Deep networks have shown impressive performance in the image restoration tasks, such as
image colorization. However, we find that previous approaches rely on the digital …

COIN-Matting: Confounder Intervention for Image Matting

Z Liao, J Li, J Lan, H Zhu, W Wang, L Niu… - European Conference on …, 2025 - Springer
Deep learning methods have significantly advanced the performance of image matting.
However, dataset biases can mislead the matting models to biased behavior. In this paper …

Painterly Image Harmonization via Adversarial Residual Learning

X Wang, L Niu, J Cao, Y Hong… - Proceedings of the …, 2024 - openaccess.thecvf.com
Image compositing plays a vital role in photo editing. After inserting a foreground object into
another background image, the composite image may look unnatural and inharmonious …

Foreground Harmonization and Shadow Generation for Composite Image

J Zhou, Z Yu, Z Bao, G Fu, W He, C Liang… - Proceedings of the 32nd …, 2024 - dl.acm.org
We propose a method for lighting and shadow editing of outdoor disharmonious composite
images, including foreground harmonization and cast shadow generation. Most existing …

Diff-STAR: Exploring student-teacher adaptive reconstruction through diffusion-based generation for image harmonization

A Cao, G Shen - Image and Vision Computing, 2024 - Elsevier
Image harmonization aims to seamlessly integrate foreground and background elements
from distinct photos into a visually realistic composite. However, achieving high-quality …

Leveraging Color Channel Independence for Improved Unsupervised Object Detection

B Jäckl, Y Metz, U Schlegel, DA Keim… - arXiv preprint arXiv …, 2024 - arxiv.org
Object-centric architectures can learn to extract distinct object representations from visual
scenes, enabling downstream applications on the object level. Similarly to autoencoder …

HarmonyIQA: Pioneering Benchmark and Model for Image Harmonization Quality Assessment

Z Xu, H Duan, G Ma, L Yang, J Wang, Q Wu… - arXiv preprint arXiv …, 2025 - arxiv.org
Image composition involves extracting a foreground object from one image and pasting it
into another image through Image harmonization algorithms (IHAs), which aim to adjust the …