activity
20192023
most citedMaking Images Real Again: A Comprehensive Survey on Deep Image Composition

38 citations · 76 across the 11 of their papers we have counts for

collaborators

11 papers

cs.CV2023

Enhancing NeRF akin to Enhancing LLMs: Generalizable NeRF Transformer with Mixture-of-View-Experts

Wenyan Cong, Hanxue Liang, Peihao Wang +5

Cross-scene generalizable NeRF models, which can directly synthesize novel views of unseen scenes, have become a new spotlight of the NeRF field. Several existing attempts rely on…

cs.CV2023

Deep Image Harmonization with Learnable Augmentation

Li Niu, Junyan Cao, Wenyan Cong +1

The goal of image harmonization is adjusting the foreground appearance in a composite image to make the whole image harmonious. To construct paired training images, existing datase…

cs.CV2023★ 1 cited

Reference-based Painterly Inpainting via Diffusion: Crossing the Wild Reference Domain Gap

Dejia Xu, Xingqian Xu, Wenyan Cong +2

Have you ever imagined how it would look if we placed new objects into paintings? For example, what would it look like if we placed a basketball into Claude Monet's ``Water Lilies,…

cs.CV2022★ 2 cited

Deep Video Harmonization with Color Mapping Consistency

Xinyuan Lu, Shengyuan Huang, Li Niu +2

Video harmonization aims to adjust the foreground of a composite video to make it compatible with the background. So far, video harmonization has only received limited attention an…

cs.CV2021

HYouTube: Video Harmonization Dataset

Xinyuan Lu, Shengyuan Huang, Li Niu +2

Video composition aims to generate a composite video by combining the foreground of one video with the background of another video, but the inserted foreground may be incompatible…

cs.CV2021★ 7 cited

High-Resolution Image Harmonization via Collaborative Dual Transformations

Wenyan Cong, Xinhao Tao, Li Niu +4

Given a composite image, image harmonization aims to adjust the foreground to make it compatible with the background. High-resolution image harmonization is in high demand, but sti…

cs.CV2021★ 38 cited

Making Images Real Again: A Comprehensive Survey on Deep Image Composition

Li Niu, Wenyan Cong, Liu Liu +4

As a common image editing operation, image composition/compositing, which is also called object/subject insertion/addition/compositing, aims to combine the foreground from one imag…

cs.CV2021★ 9 cited

Deep Image Harmonization by Bridging the Reality Gap

Junyan Cao, Wenyan Cong, Li Niu +2

Image harmonization has been significantly advanced with large-scale harmonization dataset. However, the current way to build dataset is still labor-intensive, which adversely affe…

cs.CV2020★ 5 cited

BargainNet: Background-Guided Domain Translation for Image Harmonization

Wenyan Cong, Li Niu, Jianfu Zhang +2

Image composition is a fundamental operation in image editing field. However, unharmonious foreground and background downgrade the quality of composite image. Image harmonization,…

cs.CV2019★ 12 cited

DoveNet: Deep Image Harmonization via Domain Verification

Wenyan Cong, Jianfu Zhang, Li Niu +4

Image composition is an important operation in image processing, but the inconsistency between foreground and background significantly degrades the quality of composite image. Imag…

cs.CV2019★ 2 cited

Image Harmonization Dataset iHarmony4: HCOCO, HAdobe5k, HFlickr, and Hday2night

Wenyan Cong, Jianfu Zhang, Li Niu +4

Image composition is an important operation in image processing, but the inconsistency between foreground and background significantly degrades the quality of composite image. Imag…