38 citations · 100 across the 11 of their papers we have counts for
11 papers · 1 filter
Inharmonious Region Localization via Recurrent Self-Reasoning
Penghao Wu, Li Niu, Jing Liang +1
Synthetic images created by image editing operations are prevalent, but the color or illumination inconsistency between the manipulated region and background may make it unrealisti…
Inharmonious Region Localization by Magnifying Domain Discrepancy
Jing Liang, Li Niu, Penghao Wu +2
Inharmonious region localization aims to localize the region in a synthetic image which is incompatible with surrounding background. The inharmony issue is mainly attributed to the…
DeltaGAN: Towards Diverse Few-shot Image Generation with Sample-Specific Delta
Yan Hong, Li Niu, Jianfu Zhang +1
Learning to generate new images for a novel category based on only a few images, named as few-shot image generation, has attracted increasing research interest. Several state-of-th…
Image Harmonization with Region-wise Contrastive Learning
Jingtang Liang, Chi-Man Pun
Image harmonization task aims at harmonizing different composite foreground regions according to specific background image. Previous methods would rather focus on improving the rec…
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…
Spatial-Separated Curve Rendering Network for Efficient and High-Resolution Image Harmonization
Jingtang Liang, Xiaodong Cun, Chi-Man Pun +1
Image harmonization aims to modify the color of the composited region with respect to the specific background. Previous works model this task as a pixel-wise image-to-image transla…
Visible Watermark Removal via Self-calibrated Localization and Background Refinement
Jing Liang, Li Niu, Fengjun Guo +2
Superimposing visible watermarks on images provides a powerful weapon to cope with the copyright issue. Watermark removal techniques, which can strengthen the robustness of visible…
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…
Inharmonious Region Localization
Jing Liang, Li Niu, Liqing Zhang
The advance of image editing techniques allows users to create artistic works, but the manipulated regions may be incompatible with the background. Localizing the inharmonious regi…
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,…
DeltaGAN: Towards Diverse Few-shot Image Generation with Sample-Specific Delta
Yan Hong, Li Niu, Jianfu Zhang +2
Learning to generate new images for a novel category based on only a few images, named as few-shot image generation, has attracted increasing research interest. Several state-of-th…