Smartbrush: Text and shape guided object inpainting with diffusion model
Generic image inpainting aims to complete a corrupted image by borrowing surrounding
information, which barely generates novel content. By contrast, multi-modal inpainting …
information, which barely generates novel content. By contrast, multi-modal inpainting …
SmartMask: Context Aware High-Fidelity Mask Generation for Fine-grained Object Insertion and Layout Control
The field of generative image inpainting and object insertion has made significant progress
with the recent advent of latent diffusion models. Utilizing a precise object mask can greatly …
with the recent advent of latent diffusion models. Utilizing a precise object mask can greatly …
Brush2Prompt: Contextual Prompt Generator for Object Inpainting
Object inpainting is a task that involves adding objects to real images and seamlessly
compositing them. With the recent commercialization of products like Stable Diffusion and …
compositing them. With the recent commercialization of products like Stable Diffusion and …
Shape-guided diffusion with inside-outside attention
We introduce precise object silhouette as a new form of user control in text-to-image
diffusion models, which we dub Shape-Guided Diffusion. Our training-free method uses an …
diffusion models, which we dub Shape-Guided Diffusion. Our training-free method uses an …
Large Occluded Human Image Completion via Image-Prior Cooperating
The completion of large occluded human body images poses a unique challenge for
general image completion methods. The complex shape variations of human bodies make it …
general image completion methods. The complex shape variations of human bodies make it …
Outline-Guided Object Inpainting with Diffusion Models
Instance segmentation datasets play a crucial role in training accurate and robust computer
vision models. However, obtaining accurate mask annotations to produce high-quality …
vision models. However, obtaining accurate mask annotations to produce high-quality …
Efficient Layout-Guided Image Inpainting for Mobile Use
The layout guidance, which specifies the pixel-wise object distribution, is beneficial to
preserving the object boundaries in image inpainting while not hurting model's …
preserving the object boundaries in image inpainting while not hurting model's …
Sketch-guided Image Inpainting with Partial Discrete Diffusion Process
N Sharma, A Tripathi, A Chakraborty… - arXiv preprint arXiv …, 2024 - arxiv.org
In this work, we study the task of sketch-guided image inpainting. Unlike the well-explored
natural language-guided image inpainting, which excels in capturing semantic details, the …
natural language-guided image inpainting, which excels in capturing semantic details, the …
[PDF][PDF] Image augmentation based on diffusion models
M Pobitzer - 2023 - research-collection.ethz.ch
Instance segmentation datasets play a crucial role in training accurate and robust computer
vision models. However, obtaining accurate mask annotations to produce high-quality …
vision models. However, obtaining accurate mask annotations to produce high-quality …
[图书][B] Vision and Language Understanding Through Generative Modeling
DHS Park - 2023 - search.proquest.com
Abstract Language is such a powerful representation for capturing the knowledge and
information about our world. It excels at expressing discrete concepts such as objects and …
information about our world. It excels at expressing discrete concepts such as objects and …