BCMI's repositories
Image-Harmonization-Dataset-iHarmony4
[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.
Object-Shadow-Generation-Dataset-DESOBA
[AAAI 2022] The first dataset on foreground object shadow generation for image composition in real-world scenes. The code used in our paper "Shadow Generation for Composite Image in Real-world Scenes", AAAI2022. Useful for shadow generation, shadow removal, image composition, etc.
CDTNet-High-Resolution-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.
ControlCom-Image-Composition
A controllable image composition model which could be used for image blending, image harmonization, view synthesis.
GracoNet-Object-Placement
Official code for ECCV2022 paper: Learning Object Placement via Dual-path Graph Completion
Object-Placement-Assessment-Dataset-OPA
The first dataset of composite images with rationality score indicating whether the object placement in a composite image is reasonable.
BargainNet-Image-Harmonization
BargainNet: Background-Guided Domain Translation for Image Harmonization. Useful for Image harmonization, image composition, etc.
Video-Harmonization-Dataset-HYouTube
[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.
Object-Shadow-Generation-Dataset-DESOBAv2
[CVPR 2024] The dataset, code, and model for our paper "Shadow Generation for Composite Image Using Diffusion Model", CVPR, 2024.
PHDiffusion-Painterly-Image-Harmonization
[ACM MM 2023] The code used in our paper "Painterly Image Harmonization using Diffusion Model", ACM MM2023.
PHDNet-Painterly-Image-Harmonization
[AAAI 2023] Painterly image harmonization in both spatial domain and frequency domain.
Awesome-Generative-Image-Composition
A curated list of papers, code, and resources pertaining to generative image composition or object insertion.
DucoNet-Image-Harmonization
[ACM MM 23] Deep image harmonization in Dual Color Space
SycoNet-Adaptive-Image-Harmonization
[ICCV 2023] The code used in our paper "Deep Image Harmonization with Learnable Augmentation", ICCV2023.
FOPA-Fast-Object-Placement-Assessment
A discriminative object placement approach
DIRL-Inharmonious-Region-Localization
[ICME2021]The first work on Deep Inharmonious Region Localization, which can help image harmonization in an adversarial way.
ObjectStitch-Image-Composition
An unofficial implementation of the paper "ObjectStitch: Object Compositing with Diffusion Model", CVPR 2023.
Foreground-Object-Search-Dataset-FOSD
[ICCV 2023] The datasets and code used in our paper "Foreground Object Search by Distilling Composite Image Feature", ICCV2023.
MadisNet-Inharmonious-Region-Localization
[AAAI 2022] MadisNet: Inharmonious Region Localization by Magnifying Domain Discrepancy
Rendered-Image-Harmonization-Dataset-RdHarmony
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.
Image-Harmonization-Dataset-ccHarmony
[ICCV 2023] The color checker based harmonization dataset contributed in our paper "Deep Image Harmonization with Globally Guided Feature Transformation and Relation Distillation", ICCV2023.
Color-Transfer-for-Image-Harmonization
Summarize different color transfer strategies for image harmonization task.
DreamCom-Image-Composition
A simple baseline for image composition using text-guided inpainting model
Accessory-Try-On-Dataset-STRAT
A virtual accessory try-on dataset which could be used for image composition
Rendered-Shadow-Generation-Dataset-RdSOBA
[AAAI 2024] The dataset used in our paper "Shadow Generation with Decomposed Mask Prediction and Attentive Shadow Filling", AAAI 2024.
TopNet-Object-Placement
An unofficial implementation of the paper "TopNet: Transformer-based Object Placement Network for Image Compositing", CVPR 2023.
AustNet-Inharmonious-Region-Localization
[BMVC2022] Inharmonious Region Localization with Auxiliary Style Feature
Awesome-Foreground-Object-Search
A curated list of papers, code, and resources pertaining to foreground object search.