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

[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.

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

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

High-Resolution Image/Video Harmonization [ECCV 2022]

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

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

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

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

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

A novel image harmonization method based on Implicit Neural Representation.

[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.

[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.

[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.

Summarize different color transfer strategies for image harmonization task.