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 composition/compositing or object insertion, which aims to generate realistic composite image.

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

Harmonize the composite image created by copying and pasting a foreground object onto a different background.

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

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

[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.

[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.

[ICCV 2023] The color checker based harmonization dataset contributed in our paper "Deep Image Harmonization with Globally Guided Feature Transformation and Relation Distillation", ICCV2023.

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

[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.

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

[AAAI 2022] MadisNet: Inharmonious Region Localization by Magnifying Domain Discrepancy

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

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

Summarize different color transfer strategies for image harmonization task.

The first rendered image harmonization dataset. Used in our paper "CharmNet: Deep Image Harmonization by Bridging the Reality Gap". Useful for Image harmonization, image composition, etc.

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

A novel image harmonization method based on Implicit Neural Representation.