BCMI

Center for Brain-Like Computing and Machine Intelligence, Shanghai Jiao Tong University.

3-East 307 SEIEE Building, No. 800 Dongchuan Road. Minhang District, Shanghai, 200240

Pinned Repositories

Awesome-Image-Composition
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.
1.1k 76 396
Awesome-Image-Harmonization
A curated list of papers, code and resources pertaining to image harmonization.
503 30 530
Awesome-Object-Insertion
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.
524 66 080
ControlCom-Image-Composition
A controllable image composition model which could be used for image blending, image harmonization, view synthesis.
Language:Python178 14 910
DCI-VTON-Virtual-Try-On
[ACM Multimedia 2023] Taming the Power of Diffusion Models for High-Quality Virtual Try-On with Appearance Flow.
Language:Python489 30 4778
GracoNet-Object-Placement
[ECCV 2022] Official code for "Learning Object Placement via Dual-path Graph Completion"
Language:Python100 7 146
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.
Language:MATLAB794 15 196
libcom
Image composition toolbox: everything you want to know about image composition or object insertion
Language:Python674 14 4746
Light-A-Video
[ICCV 2025] Light-A-Video: Training-free Video Relighting via Progressive Light Fusion
Language:Python466 17 1830
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.
Language:Python150 4 1414

BCMI's Repositories

bcmi/Awesome-Image-Composition
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.
1.1k 76 396
bcmi/libcom
Image composition toolbox: everything you want to know about image composition or object insertion
Language:Python674 14 4746
bcmi/Awesome-Object-Insertion
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.
524 66 080
bcmi/Awesome-Image-Harmonization
A curated list of papers, code and resources pertaining to image harmonization.
503 30 530
bcmi/Light-A-Video
[ICCV 2025] Light-A-Video: Training-free Video Relighting via Progressive Light Fusion
Language:Python466 17 1830
bcmi/MureObjectStitch-Image-Composition
Language:Python209 5 11
bcmi/ControlCom-Image-Composition
A controllable image composition model which could be used for image blending, image harmonization, view synthesis.
Language:Python178 14 910
bcmi/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.
Language:Python171 11 2420
bcmi/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.
Language:Python150 4 1414
bcmi/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.
Language:Python139 11 1713
bcmi/Awesome-Generative-Image-Composition
A curated list of papers, code, and resources pertaining to generative image composition or object insertion.
Language:Python135 8 07
bcmi/GPSDiffusion-Object-Shadow-Generation
[CVPR 2025] The code and model for our paper "Shadow Generation Using Diffusion Model with Geometry Prior", CVPR, 2025.
Language:Python134 6 01
bcmi/SSP-AI-Generated-Image-Detection
The code for "A Single Simple Patch is All You Need for AI-generated Image Detection"
Language:Python116 4 911
bcmi/Awesome-Object-Shadow-Generation
A curated list of papers, code, and resources pertaining to object shadow generation.
111 9 05
bcmi/Awesome-Object-Placement
A curated list of papers, code, and resources pertaining to object placement.
105 7 01
bcmi/ObjectStitch-Image-Composition
An unofficial implementation of the paper "ObjectStitch: Object Compositing with Diffusion Model", CVPR 2023.
Language:Python94 4 22
bcmi/Causal-VidQA
[CVPR 2022] A large-scale public benchmark dataset for video question-answering, especially about evidence and commonsense reasoning. The code used in our paper "From Representation to Reasoning: Towards both Evidence and Commonsense Reasoning for Video Question-Answering", CVPR2022.
Language:Python72 10 134
bcmi/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.
Language:Python64 9 74
bcmi/GPSDiffusion-Object-Shadow-Generation-SDXL
Language:Python601
bcmi/PHDNet-Painterly-Image-Harmonization
[AAAI 2023] Painterly image harmonization in both spatial domain and frequency domain.
Language:Python55 7 133
bcmi/Object-Reflection-Generation-Dataset-DEROBA
54
bcmi/FOPA-Fast-Object-Placement-Assessment
A discriminative object placement approach
Language:Python35 8 121
bcmi/DIRL-Inharmonious-Region-Localization
[ICME2021]The first work on Deep Inharmonious Region Localization, which can help image harmonization in an adversarial way.
Language:Python25 8 71
bcmi/TopNet-Object-Placement
An unofficial implementation of the paper "TopNet: Transformer-based Object Placement Network for Image Compositing", CVPR 2023.
Language:Python25 4 51
bcmi/Accessory-Try-On-Dataset-STRAT
A virtual accessory try-on dataset which could be used for image composition
Language:Python23 5 0
bcmi/DreamCom-Image-Composition
A simple baseline for image composition using text-guided inpainting model
Language:Python21 5 53
bcmi/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.
Language:Python19 7 31
bcmi/MadisNet-Inharmonious-Region-Localization
[AAAI 2022] MadisNet: Inharmonious Region Localization by Magnifying Domain Discrepancy
Language:Python16 7 30
bcmi/AustNet-Inharmonious-Region-Localization
[BMVC2022] Inharmonious Region Localization with Auxiliary Style Feature
Language:Python11 8 01
bcmi/Awesome-Object-Reflection-Generation
A curated list of papers, code, and resources pertaining to object reflection generation.
1 4 0