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Junyan Cao

6 accepted papers

2024

Painterly Image Harmonization by Learning from Painterly Objects

AAAI 2024technical

Given a composite image with photographic object and painterly background, painterly image harmonization targets at stylizing the composite object to be compatible with the background. Despite the competitive performance of existing painterly harmonization works, they did not fully leverage the pain…

2024

Progressive Painterly Image Harmonization from Low-Level Styles to High-Level Styles

AAAI 2024technical

Painterly image harmonization aims to harmonize a photographic foreground object on the painterly background. Different from previous auto-encoder based harmonization networks, we develop a progressive multi-stage harmonization network, which harmonizes the composite foreground from low-level styles…

2024

Shadow Generation with Decomposed Mask Prediction and Attentive Shadow Filling

AAAI 2024technical

Image composition refers to inserting a foreground object into a background image to obtain a composite image. In this work, we focus on generating plausible shadows for the inserted foreground object to make the composite image more realistic. To supplement the existing small-scale dataset, we crea…

2023

Deep Image Harmonization with Globally Guided Feature Transformation and Relation Distillation

ICCV 2023poster

Given a composite image, image harmonization aims to adjust the foreground illumination to be consistent with background. Previous methods have explored transforming foreground features to achieve competitive performance. In this work, we show that using global information to guide foreground featur…

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