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 …

Flexedit: Marrying free-shape masks to vllm for flexible image editing

J Wang, Y Lin, T Yuan, ZQ Cheng, X Wang… - arxiv preprint arxiv …, 2024 - arxiv.org
Combining Vision Large Language Models (VLLMs) with diffusion models offers a powerful
method for executing image editing tasks based on human language instructions. However …

DepGAN: Leveraging Depth Maps for Handling Occlusions and Transparency in Image Composition

A Ghoneim, J Poovvancheri, Y Akiyama… - arxiv preprint arxiv …, 2024 - arxiv.org
Image composition is a complex task which requires a lot of information about the scene for
an accurate and realistic composition, such as perspective, lighting, shadows, occlusions …

Virtual Accessory Try-On via Keypoint Hallucination

J Gou, B Zhang, L Niu, J Zhang, J Si, C Qian… - arxiv preprint arxiv …, 2023 - arxiv.org
The virtual try-on task refers to fitting the clothes from one image onto another portrait image.
In this paper, we focus on virtual accessory try-on, which fits accessory (eg, glasses, ties) …