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Making Images Real Again: A Comprehensive Survey on Deep Image Composition
28 June 2021
Li Niu
Wenyan Cong
Liu Liu
Yan Hong
Bo Zhang
Jing Liang
Liqing Zhang
VLM
DiffM
CoGe
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Papers citing
"Making Images Real Again: A Comprehensive Survey on Deep Image Composition"
50 / 57 papers shown
MagicQuillV2: Precise and Interactive Image Editing with Layered Visual Cues
Zichen Liu
Yue Yu
Hao Ouyang
Qiuyu Wang
Shuailei Ma
...
Y. Zeng
Yixuan Li
Xing Zhu
Yujun Shen
Qifeng Chen
DiffM
81
0
0
02 Dec 2025
Lightweight Optimal-Transport Harmonization on Edge Devices
Maria Larchenko
Dmitry Guskov
Alexander Lobashev
Georgy Derevyanko
83
0
0
16 Nov 2025
KPLM-STA: Physically-Accurate Shadow Synthesis for Human Relighting via Keypoint-Based Light Modeling
Xinhui Yin
Qifei Li
Yilin Guo
Hongxia Xie
Xiaoli Zhang
3DH
164
0
0
11 Nov 2025
Does FLUX Already Know How to Perform Physically Plausible Image Composition?
Shilin Lu
Zhuming Lian
Zihan Zhou
Shaocong Zhang
Chen Zhao
A. Kong
314
11
0
25 Sep 2025
Bridging Clear and Adverse Driving Conditions
Yoel Shapiro
Yahia Showgan
Koustav Mullick
158
0
0
19 Aug 2025
Region-to-Region: Enhancing Generative Image Harmonization with Adaptive Regional Injection
Zhiqiu Zhang
Dongqi Fan
Mingjie Wang
Qiang Tang
Jian Yang
Zili Yi
DiffM
101
0
0
13 Aug 2025
AIComposer: Any Style and Content Image Composition via Feature Integration
Haowen Li
Zhenfeng Fan
Zhang Wen
Zhengzhou Zhu
Yunjin Li
DiffM
166
1
0
28 Jul 2025
Object Placement for Anything
Bingjie Gao
Bo Zhang
Li Niu
OCL
242
0
0
16 Apr 2025
MetaShadow: Object-Centered Shadow Detection, Removal, and Synthesis
Computer Vision and Pattern Recognition (CVPR), 2024
Tianyu Wang
Jianming Zhang
Haitian Zheng
Zhihong Ding
Scott D. Cohen
Zhe Lin
Wei Xiong
Chi-Wing Fu
Luis Figueroa
Seunggeun Kim
DiffM
192
2
0
03 Dec 2024
Local Lesion Generation is Effective for Capsule Endoscopy Image Data Augmentation in a Limited Data Setting
Adrian B. Chłopowiec
Adam R. Chłopowiec
Krzysztof Galus
Wojciech Cebula
Martin Tabakov
MedIm
269
0
0
05 Nov 2024
Boosting Visual Fidelity in Driving Simulations through Diffusion Models
Fanjun Bu
Hiroshi Yasuda
182
0
0
05 Oct 2024
WildFit: Autonomous In-situ Model Adaptation for Resource-Constrained IoT Systems
Mohammad Mehdi Rastikerdar
Jin Huang
Hui Guan
Deepak Ganesan
362
2
0
12 Sep 2024
Foodfusion: A Novel Approach for Food Image Composition via Diffusion Models
Chaohua Shi
Xuan Wang
Si Shi
Xule Wang
Mingrui Zhu
Nannan Wang
X. Gao
CoGe
211
3
0
26 Aug 2024
TALE: Training-free Cross-domain Image Composition via Adaptive Latent Manipulation and Energy-guided Optimization
ACM Multimedia (MM), 2024
K. T. Pham
Jingye Chen
Qifeng Chen
DiffM
251
5
0
07 Aug 2024
Revisit Self-supervised Depth Estimation with Local Structure-from-Motion
Shengjie Zhu
Xiaoming Liu
MDE
343
1
0
27 Jul 2024
Diverse Image Harmonization
Xinhao Tao
Tianyuan Qiu
Junyan Cao
Li Niu
232
0
0
22 Jul 2024
DepGAN: Leveraging Depth Maps for Handling Occlusions and Transparency in Image Composition
Amr Ghoneim
Jiju Poovvancheri
Yasushi Akiyama
Dong Chen
GAN
222
0
0
16 Jul 2024
DiffPop: Plausibility-Guided Object Placement Diffusion for Image Composition
Jiacheng Liu
Hang Zhou
Shida Wei
Rui Ma
269
4
0
12 Jun 2024
Neural Gaffer: Relighting Any Object via Diffusion
Haian Jin
Yuan Li
Fujun Luan
Yuanbo Xiangli
Sai Bi
Kai Zhang
Zexiang Xu
Jin Sun
Noah Snavely
250
58
0
11 Jun 2024
SketchDeco: Training-Free Latent Composition for Precise Sketch Colourisation
Chaitat Utintu
Pinaki Nath Chowdhury
Aneeshan Sain
Subhadeep Koley
A. Bhunia
Yi-Zhe Song
DiffM
323
5
0
29 May 2024
Boosting General Trimap-free Matting in the Real-World Image
Leo Shan
260
12
0
28 May 2024
Training-and-prompt-free General Painterly Harmonization Using Image-wise Attention Sharing
Teng-Fang Hsiao
Bo-Kai Ruan
Hong-Han Shuai
192
2
0
19 Apr 2024
Shadow Generation for Composite Image Using Diffusion model
Computer Vision and Pattern Recognition (CVPR), 2024
Qingyang Liu
Junqi You
Jianting Wang
Xinhao Tao
Bo Zhang
Li Niu
DiffM
294
18
0
22 Mar 2024
PrimeComposer: Faster Progressively Combined Diffusion for Image Composition with Attention Steering
ACM Multimedia (MM), 2024
Yibin Wang
Weizhong Zhang
Jianwei Zheng
Cheng Jin
DiffM
265
20
0
08 Mar 2024
Repositioning the Subject within Image
Yikai Wang
Chenjie Cao
Ke Fan
Qiaole Dong
Yifan Li
Xiangyang Xue
Yanwei Fu
DiffM
236
3
0
30 Jan 2024
Training-Free Semantic Video Composition via Pre-trained Diffusion Model
IEEE International Conference on Multimedia and Expo (ICME), 2024
Jiaqi Guo
Jingkuan Song
Sitong Su
Lianli Gao
Jingkuan Song
DiffM
193
6
0
17 Jan 2024
Compose and Conquer: Diffusion-Based 3D Depth Aware Composable Image Synthesis
International Conference on Learning Representations (ICLR), 2024
Jonghyun Lee
Hansam Cho
Youngjoon Yoo
Seoung Bum Kim
Yonghyun Jeong
DiffM
173
11
0
17 Jan 2024
SmartMask: Context Aware High-Fidelity Mask Generation for Fine-grained Object Insertion and Layout Control
Computer Vision and Pattern Recognition (CVPR), 2023
Jaskirat Singh
Jianming Zhang
Qing Liu
Cameron Smith
Zhe Lin
Liang Zheng
DiffM
259
20
0
08 Dec 2023
Painterly Image Harmonization via Adversarial Residual Learning
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Xudong Wang
Li Niu
Junyan Cao
Yan Hong
Liqing Zhang
GAN
249
3
0
15 Nov 2023
DreamCom: Finetuning Text-guided Inpainting Model for Image Composition
Lingxiao Lu
Jiangtong Li
Bo Zhang
Li Niu
DiffM
242
15
0
27 Sep 2023
ControlCom: Controllable Image Composition using Diffusion Model
Bo Zhang
Yuxuan Duan
Jun Lan
Y. Hong
Huijia Zhu
Weiqiang Wang
Li Niu
DiffM
236
47
0
19 Aug 2023
Foreground Object Search by Distilling Composite Image Feature
IEEE International Conference on Computer Vision (ICCV), 2023
Bo Zhang
Jiacheng Sui
Li Niu
252
7
0
09 Aug 2023
Deep Image Harmonization in Dual Color Spaces
ACM Multimedia (ACM MM), 2023
L. Tan
Jiangtong Li
Li Niu
Liqing Zhang
199
26
0
05 Aug 2023
Painterly Image Harmonization using Diffusion Model
ACM Multimedia (ACM MM), 2023
Lingxiao Lu
Jiangtong Li
Junyan Cao
Li Niu
Liqing Zhang
DiffM
193
25
0
04 Aug 2023
Scene-aware Human Pose Generation using Transformer
ACM Multimedia (ACM MM), 2023
Jieteng Yao
Junjie Chen
Li Niu
Bin Sheng
ViT
214
43
0
04 Aug 2023
Deep Image Harmonization with Learnable Augmentation
IEEE International Conference on Computer Vision (ICCV), 2023
Li Niu
Junyan Cao
Wenyan Cong
Liqing Zhang
206
12
0
01 Aug 2023
Deep Image Harmonization with Globally Guided Feature Transformation and Relation Distillation
IEEE International Conference on Computer Vision (ICCV), 2023
Li Niu
L. Tan
Xinhao Tao
Junyan Cao
Fengjun Guo
Teng Long
Liqing Zhang
238
14
0
01 Aug 2023
EqGAN: Feature Equalization Fusion for Few-shot Image Generation
Yingbo Zhou
Zhihao Yue
Yutong Ye
Pengyu Zhang
Xian Wei
Xiao He
204
1
0
27 Jul 2023
TF-ICON: Diffusion-Based Training-Free Cross-Domain Image Composition
IEEE International Conference on Computer Vision (ICCV), 2023
Shilin Lu
Yanzhu Liu
A. Kong
611
181
0
24 Jul 2023
MMNet: Multi-Collaboration and Multi-Supervision Network for Sequential Deepfake Detection
IEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023
Ruiyang Xia
Decheng Liu
Jie Li
Lin Yuan
N. Wang
Xinbo Gao
175
34
0
06 Jul 2023
DreamEdit: Subject-driven Image Editing
Tianle Li
Max Ku
Cong Wei
Wenhu Chen
EGVM
220
36
0
22 Jun 2023
Deep Image Matting: A Comprehensive Survey
Jizhizi Li
Jing Zhang
Dacheng Tao
VLM
255
19
0
10 Apr 2023
TopNet: Transformer-based Object Placement Network for Image Compositing
Computer Vision and Pattern Recognition (CVPR), 2023
Sijie Zhu
Zhe Lin
Scott D. Cohen
Jason Kuen
Zhifei Zhang
Chen Chen
ViT
151
23
0
06 Apr 2023
Neural Preset for Color Style Transfer
Computer Vision and Pattern Recognition (CVPR), 2023
Zhanghan Ke
Yuhao Liu
Lei Zhu
Nanxuan Zhao
Rynson W. H. Lau
449
54
0
23 Mar 2023
Semi-supervised Parametric Real-world Image Harmonization
Computer Vision and Pattern Recognition (CVPR), 2023
Ke Wang
Michael Gharbi
Chentao Song
Zhihao Xia
Eli Shechtman
182
40
0
01 Mar 2023
Paint by Example: Exemplar-based Image Editing with Diffusion Models
Computer Vision and Pattern Recognition (CVPR), 2022
Binxin Yang
Shuyang Gu
Bo Zhang
Ting Zhang
Xuejin Chen
Xiaoyan Sun
Dong Chen
Fang Wen
DiffM
295
546
0
23 Nov 2022
Scrape, Cut, Paste and Learn: Automated Dataset Generation Applied to Parcel Logistics
International Conference on Machine Learning and Applications (ICMLA), 2022
Alexander Naumann
Felix Hertlein
Benchun Zhou
Laura Dörr
K. Furmans
179
6
0
18 Oct 2022
Learning Object Placement via Dual-path Graph Completion
European Conference on Computer Vision (ECCV), 2022
Siyuan Zhou
Liu Liu
Li Niu
Liqing Zhang
199
29
0
23 Jul 2022
Spatial Transformation for Image Composition via Correspondence Learning
Bo Zhang
Yue Liu
K. Lu
Li Niu
Liqing Zhang
179
3
0
06 Jul 2022
CcHarmony: Color-checker based Image Harmonization Dataset
Hao Huang
Li Niu
68
0
0
01 Jun 2022
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