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Making Images Real Again: A Comprehensive Survey on Deep Image Composition

28 June 2021

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Papers citing "Making Images Real Again: A Comprehensive Survey on Deep Image Composition"

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Title
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 56 0 0 02 Dec 2025
Lightweight Optimal-Transport Harmonization on Edge Devices Maria Larchenko Dmitry Guskov Alexander Lobashev Georgy Derevyanko 68 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 136 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 294 11 0 25 Sep 2025
Bridging Clear and Adverse Driving Conditions Yoel Shapiro Yahia Showgan Koustav Mullick 138 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 85 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 142 1 0 28 Jul 2025
Object Placement for Anything Bingjie Gao Bo Zhang Li Niu OCL 199 0 0 16 Apr 2025
MetaShadow: Object-Centered Shadow Detection, Removal, and SynthesisComputer 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 169 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 240 0 0 05 Nov 2024
Boosting Visual Fidelity in Driving Simulations through Diffusion Models Fanjun Bu Hiroshi Yasuda 159 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 304 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 179 3 0 26 Aug 2024
TALE: Training-free Cross-domain Image Composition via Adaptive Latent Manipulation and Energy-guided OptimizationACM Multimedia (MM), 2024 K. T. Pham Jingye Chen Qifeng Chen DiffM 223 5 0 07 Aug 2024
Revisit Self-supervised Depth Estimation with Local Structure-from-Motion Shengjie Zhu Xiaoming Liu MDE 308 1 0 27 Jul 2024
Diverse Image Harmonization Xinhao Tao Tianyuan Qiu Junyan Cao Li Niu 208 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 198 0 0 16 Jul 2024
DiffPop: Plausibility-Guided Object Placement Diffusion for Image Composition Jiacheng Liu Hang Zhou Shida Wei Rui Ma 253 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 227 56 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 293 5 0 29 May 2024
Boosting General Trimap-free Matting in the Real-World Image Leo Shan 234 11 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 169 2 0 19 Apr 2024
Shadow Generation for Composite Image Using Diffusion modelComputer Vision and Pattern Recognition (CVPR), 2024 Qingyang Liu Junqi You Jianting Wang Xinhao Tao Bo Zhang Li Niu DiffM 234 18 0 22 Mar 2024
PrimeComposer: Faster Progressively Combined Diffusion for Image Composition with Attention SteeringACM Multimedia (MM), 2024 Yibin Wang Weizhong Zhang Jianwei Zheng Cheng Jin DiffM 244 19 0 08 Mar 2024
Repositioning the Subject within Image Yikai Wang Chenjie Cao Ke Fan Qiaole Dong Yifan Li Xiangyang Xue Yanwei Fu DiffM 211 3 0 30 Jan 2024
Training-Free Semantic Video Composition via Pre-trained Diffusion ModelIEEE International Conference on Multimedia and Expo (ICME), 2024 Jiaqi Guo Jingkuan Song Sitong Su Lianli Gao Jingkuan Song DiffM 171 6 0 17 Jan 2024
Compose and Conquer: Diffusion-Based 3D Depth Aware Composable Image SynthesisInternational Conference on Learning Representations (ICLR), 2024 Jonghyun Lee Hansam Cho Youngjoon Yoo Seoung Bum Kim Yonghyun Jeong DiffM 147 9 0 17 Jan 2024
SmartMask: Context Aware High-Fidelity Mask Generation for Fine-grained Object Insertion and Layout ControlComputer Vision and Pattern Recognition (CVPR), 2023 Jaskirat Singh Jianming Zhang Qing Liu Cameron Smith Zhe Lin Liang Zheng DiffM 239 20 0 08 Dec 2023
Painterly Image Harmonization via Adversarial Residual LearningIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Xudong Wang Li Niu Junyan Cao Yan Hong Liqing Zhang GAN 209 2 0 15 Nov 2023
DreamCom: Finetuning Text-guided Inpainting Model for Image Composition Lingxiao Lu Jiangtong Li Bo Zhang Li Niu DiffM 189 14 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 218 46 0 19 Aug 2023
Foreground Object Search by Distilling Composite Image FeatureIEEE International Conference on Computer Vision (ICCV), 2023 Bo Zhang Jiacheng Sui Li Niu 232 7 0 09 Aug 2023
Deep Image Harmonization in Dual Color SpacesACM Multimedia (ACM MM), 2023 L. Tan Jiangtong Li Li Niu Liqing Zhang 171 25 0 05 Aug 2023
Painterly Image Harmonization using Diffusion ModelACM Multimedia (ACM MM), 2023 Lingxiao Lu Jiangtong Li Junyan Cao Li Niu Liqing Zhang DiffM 181 25 0 04 Aug 2023
Scene-aware Human Pose Generation using TransformerACM Multimedia (ACM MM), 2023 Jieteng Yao Junjie Chen Li Niu Bin Sheng ViT 190 42 0 04 Aug 2023
Deep Image Harmonization with Learnable AugmentationIEEE International Conference on Computer Vision (ICCV), 2023 Li Niu Junyan Cao Wenyan Cong Liqing Zhang 192 12 0 01 Aug 2023
Deep Image Harmonization with Globally Guided Feature Transformation and Relation DistillationIEEE International Conference on Computer Vision (ICCV), 2023 Li Niu L. Tan Xinhao Tao Junyan Cao Fengjun Guo Teng Long Liqing Zhang 215 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 184 1 0 27 Jul 2023
TF-ICON: Diffusion-Based Training-Free Cross-Domain Image CompositionIEEE International Conference on Computer Vision (ICCV), 2023 Shilin Lu Yanzhu Liu A. Kong 499 179 0 24 Jul 2023
MMNet: Multi-Collaboration and Multi-Supervision Network for Sequential Deepfake DetectionIEEE Transactions on Information Forensics and Security (IEEE TIFS), 2023 Ruiyang Xia Decheng Liu Jie Li Lin Yuan N. Wang Xinbo Gao 151 34 0 06 Jul 2023
DreamEdit: Subject-driven Image Editing Tianle Li Max Ku Cong Wei Wenhu Chen EGVM 183 35 0 22 Jun 2023
Deep Image Matting: A Comprehensive Survey Jizhizi Li Jing Zhang Dacheng Tao VLM 247 18 0 10 Apr 2023
TopNet: Transformer-based Object Placement Network for Image CompositingComputer Vision and Pattern Recognition (CVPR), 2023 Sijie Zhu Zhe Lin Scott D. Cohen Jason Kuen Zhifei Zhang Chen Chen ViT 135 23 0 06 Apr 2023
Neural Preset for Color Style TransferComputer Vision and Pattern Recognition (CVPR), 2023 Zhanghan Ke Yuhao Liu Lei Zhu Nanxuan Zhao Rynson W. H. Lau 400 53 0 23 Mar 2023
Semi-supervised Parametric Real-world Image HarmonizationComputer Vision and Pattern Recognition (CVPR), 2023 Ke Wang Michael Gharbi Chentao Song Zhihao Xia Eli Shechtman 167 39 0 01 Mar 2023
Paint by Example: Exemplar-based Image Editing with Diffusion ModelsComputer Vision and Pattern Recognition (CVPR), 2022 Binxin Yang Shuyang Gu Bo Zhang Ting Zhang Xuejin Chen Xiaoyan Sun Dong Chen Fang Wen DiffM 228 535 0 23 Nov 2022
Scrape, Cut, Paste and Learn: Automated Dataset Generation Applied to Parcel LogisticsInternational Conference on Machine Learning and Applications (ICMLA), 2022 Alexander Naumann Felix Hertlein Benchun Zhou Laura Dörr K. Furmans 166 6 0 18 Oct 2022
Learning Object Placement via Dual-path Graph CompletionEuropean Conference on Computer Vision (ECCV), 2022 Siyuan Zhou Liu Liu Li Niu Liqing Zhang 173 29 0 23 Jul 2022
Spatial Transformation for Image Composition via Correspondence Learning Bo Zhang Yue Liu K. Lu Li Niu Liqing Zhang 164 3 0 06 Jul 2022
CcHarmony: Color-checker based Image Harmonization Dataset Hao Huang Li Niu 56 0 0 01 Jun 2022