[CVPR 2020] The first large-scale public benchmark dataset for image harmonization. The code used in our paper "DoveNet: Deep Image Harmonization via Domain Verification", CVPR2020. Useful for image harmonization, image composition, etc.

A curated list of papers, code and resources pertaining to image composition/compositing or object insertion, which aims to generate realistic composite image.

A curated list of papers, code and resources pertaining to image harmonization.

High-Resolution Image/Video Harmonization [ECCV 2022]

[WACV2021] Foreground-aware Semantic Representations for Image Harmonization https://arxiv.org/abs/2006.00809

Image composition toolbox: everything you want to know about image composition or object insertion

[CVPR 2021] Region-aware Adaptive Instance Normalization for Image Harmonization

[CVPR 2022] We unify pixel-to-pixel transformation and color-to-color transformation in a coherent framework for high-resolution image harmonization. We also release 100 high-resolution real composite images for evaluation.

A controllable image composition model which could be used for image blending, image harmonization, view synthesis.

A novel zero-shot image harmonization method based on Diffusion Model Prior.

BargainNet: Background-Guided Domain Translation for Image Harmonization. Useful for Image harmonization, image composition, etc.

[IJCAI 2022] The first public benchmark dataset for video harmonization. The code used in our paper "Deep Video Harmonization with Color Mapping Consistency", IJCAI 2022.

This is the implementation of paper 'Hierarchical Dynamic Image Harmonization' (ACM MM'2023, Oral).

[TIP 2020] Improving the Harmony of the Composite Image by Spatial-Separated Attention Module

[AAAI 2023] Painterly image harmonization in both spatial domain and frequency domain.

A novel image harmonization method based on Implicit Neural Representation.

[ACM MM 23] Deep image harmonization in Dual Color Space

[ICCV 2023] The code used in our paper "Deep Image Harmonization with Learnable Augmentation", ICCV2023.

Code Base for the work "Interactive Portrait Harmonization"

[ICME2021]The first work on Deep Inharmonious Region Localization, which can help image harmonization in an adversarial way.