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 …

Sam-adapter: Adapting segment anything in underperformed scenes

T Chen, L Zhu, C Deng, R Cao… - Proceedings of the …, 2023 - openaccess.thecvf.com
The emergence of large models, also known as foundation models, has brought significant
advancements to AI research. One such model is Segment Anything (SAM), which is …

SAM Fails to Segment Anything?--SAM-Adapter: Adapting SAM in Underperformed Scenes: Camouflage, Shadow, Medical Image Segmentation, and More

T Chen, L Zhu, C Ding, R Cao, Y Wang, Z Li… - arxiv preprint arxiv …, 2023 - arxiv.org
The emergence of large models, also known as foundation models, has brought significant
advancements to AI research. One such model is Segment Anything (SAM), which is …

Learning object-compositional neural radiance field for editable scene rendering

B Yang, Y Zhang, Y Xu, Y Li, H Zhou… - Proceedings of the …, 2021 - openaccess.thecvf.com
Implicit neural rendering techniques have shown promising results for novel view synthesis.
However, existing methods usually encode the entire scene as a whole, which is generally …

Neumesh: Learning disentangled neural mesh-based implicit field for geometry and texture editing

B Yang, C Bao, J Zeng, H Bao, Y Zhang, Z Cui… - … on Computer Vision, 2022 - Springer
Very recently neural implicit rendering techniques have been rapidly evolved and shown
great advantages in novel view synthesis and 3D scene reconstruction. However, existing …

Gibson env: Real-world perception for embodied agents

F **a, AR Zamir, Z He, A Sax, J Malik… - Proceedings of the …, 2018 - openaccess.thecvf.com
Perception and being active (having a certain level of motion freedom) are closely tied.
Learning active perception and sensorimotor control in the physical world is cumbersome as …

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 …

Dynamic mesh-aware radiance fields

YL Qiao, A Gao, Y Xu, Y Feng… - Proceedings of the …, 2023 - openaccess.thecvf.com
Embedding polygonal mesh assets within photorealistic Neural Radience Fields (NeRF)
volumes, such that they can be rendered and their dynamics simulated in a physically …

Cut, paste and learn: Surprisingly easy synthesis for instance detection

D Dwibedi, I Misra, M Hebert - Proceedings of the IEEE …, 2017 - openaccess.thecvf.com
A major impediment in rapidly deploying object detection models for instance detection is
the lack of large annotated datasets. For example, finding a large labeled dataset containing …

Nerf for outdoor scene relighting

V Rudnev, M Elgharib, W Smith, L Liu… - … on Computer Vision, 2022 - Springer
Photorealistic editing of outdoor scenes from photographs requires a profound
understanding of the image formation process and an accurate estimation of the scene …