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 …

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 …

Diffusion-Based Visual Art Creation: A Survey and New Perspectives

B Wang, Q Chen, Z Wang - arXiv preprint arXiv:2408.12128, 2024 - arxiv.org
The integration of generative AI in visual art has revolutionized not only how visual content is
created but also how AI interacts with and reflects the underlying domain knowledge. This …

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 blend foreground and background elements from
distinct photos to create a realistic-looking image. However, ensuring high-quality image …

Harmonizing Attention: Training-free Texture-aware Geometry Transfer

E Ikuta, Y Lee, A Iohara, Y Saito, T Tanaka - arXiv preprint arXiv …, 2024 - arxiv.org
Extracting geometry features from photographic images independently of surface texture
and transferring them onto different materials remains a complex challenge. In this study, we …

Harmony Everything! Masked Autoencoders for Video Harmonization

Y Li, J Jiang, X Yang, Y Ding, JJ Zhang - ACM Multimedia 2024, 2024 - openreview.net
Video harmonization aims to address the discrepancy in color and lighting between
foreground and background elements within video compositions, thereby enhancing the …

An Interactive System for Painterly Image Harmonization

J Lee, JJ Yu, W Yoo - 2023 14th International Conference on …, 2023 - ieeexplore.ieee.org
Image harmonization is the process of adjusting the appearance of an object of interest that
is copied from a source image and pasted onto a target image to make the composite image …

DiffHarmony++: Enhancing Image Harmonization with Harmony-VAE and Inverse Harmonization Model

P Zhou, F Feng, G Liu, R Li, X Wang - ACM Multimedia 2024 - openreview.net
Latent diffusion model has demonstrated impressive efficacy in image generation and
editing tasks. Recently, it has also promoted the advancement of image harmonization …

Creating High-quality 3D Content by Bridging the Gap Between Text-to-2D and Text-to-3D Generation

Y Ma, Y Fan, J Ji, H Wang, H Yin, X Sun, R Ji - ACM Transactions on Multimedia … - dl.acm.org
In recent times, automatic text-to-3D content creation has made significant progress, driven
by the development of pretrained 2D diffusion models. Existing text-to-3D methods typically …

[PDF][PDF] Who looks like me: Semantic Routed Image Harmonization

J Sun, C Yao, X Wang, Y Guo, Y Zhang, X Ban - xiaokun17.github.io
Image harmonization, aiming to seamlessly blend extraneous foreground objects with
background images, is a promising and challenging task. Ensuring a synthetic image …