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 …

Dreambooth: Fine tuning text-to-image diffusion models for subject-driven generation

N Ruiz, Y Li, V Jampani, Y Pritch… - Proceedings of the …, 2023 - openaccess.thecvf.com
Large text-to-image models achieved a remarkable leap in the evolution of AI, enabling high-
quality and diverse synthesis of images from a given text prompt. However, these models …

Paint by example: Exemplar-based image editing with diffusion models

B Yang, S Gu, B Zhang, T Zhang… - Proceedings of the …, 2023 - openaccess.thecvf.com
Abstract Language-guided image editing has achieved great success recently. In this paper,
we investigate exemplar-guided image editing for more precise control. We achieve this …

Anydoor: Zero-shot object-level image customization

X Chen, L Huang, Y Liu, Y Shen… - Proceedings of the …, 2024 - openaccess.thecvf.com
This work presents AnyDoor a diffusion-based image generator with the power to teleport
target objects to new scenes at user-specified locations with desired shapes. Instead of …

Focalclick: Towards practical interactive image segmentation

X Chen, Z Zhao, Y Zhang, M Duan… - Proceedings of the …, 2022 - openaccess.thecvf.com
Interactive segmentation allows users to extract target masks by making positive/negative
clicks. Although explored by many previous works, there is still a gap between academic …

M2tr: Multi-modal multi-scale transformers for deepfake detection

J Wang, Z Wu, W Ouyang, X Han, J Chen… - Proceedings of the …, 2022 - dl.acm.org
The widespread dissemination of Deepfakes demands effective approaches that can detect
perceptually convincing forged images. In this paper, we aim to capture the subtle …

Towards unified deep image deraining: A survey and a new benchmark

X Chen, J Pan, J Dong, J Tang - arXiv preprint arXiv:2310.03535, 2023 - arxiv.org
Recent years have witnessed significant advances in image deraining due to the kinds of
effective image priors and deep learning models. As each deraining approach has …

Tf-icon: Diffusion-based training-free cross-domain image composition

S Lu, Y Liu, AWK Kong - Proceedings of the IEEE/CVF …, 2023 - openaccess.thecvf.com
Text-driven diffusion models have exhibited impressive generative capabilities, enabling
various image editing tasks. In this paper, we propose TF-ICON, a novel Training-Free …

Objectstitch: Object compositing with diffusion model

Y Song, Z Zhang, Z Lin, S Cohen… - Proceedings of the …, 2023 - openaccess.thecvf.com
Object compositing based on 2D images is a challenging problem since it typically involves
multiple processing stages such as color harmonization, geometry correction and shadow …

Region-aware adaptive instance normalization for image harmonization

J Ling, H Xue, L Song, R Xie… - Proceedings of the IEEE …, 2021 - openaccess.thecvf.com
Image composition plays a common but important role in photo editing. To acquire photo-
realistic composite images, one must adjust the appearance and visual style of the …