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SSH: A Self-Supervised Framework for Image Harmonization

15 August 2021

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Papers citing "SSH: A Self-Supervised Framework for Image Harmonization"

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Title
Does FLUX Already Know How to Perform Physically Plausible Image Composition? Shilin Lu Zhuming Lian Zihan Zhou Shaocong Zhang Chen Zhao A. Kong 89 10 0 25 Sep 2025
ORIDa: Object-centric Real-world Image Composition DatasetComputer Vision and Pattern Recognition (CVPR), 2025 Jinwoo Kim Sangmin Han Jinho Jeong Jiwoo Choi Dongyoung Kim Seon Joo Kim 112 1 0 10 Jun 2025
Geometry-Editable and Appearance-Preserving Object Compositon Jianman Lin Haojie Li Chunmei Qing Zhijing Yang Liang Lin Tianshui Chen 106 2 0 27 May 2025
Comprehensive Relighting: Generalizable and Consistent Monocular Human Relighting and HarmonizationComputer Vision and Pattern Recognition (CVPR), 2025 Jiadong Wang Jingyuan Liu Xin Sun Krishna Kumar Singh Zhixin Shu ... Nanxuan Zhao Tuanfeng Y. Wang Simon Chen Ulrich Neumann Jae Shin Yoon 157 2 0 03 Apr 2025
Disharmony: Forensics using Reverse Lighting Harmonization P. W. Shin Jack Sampson Vijaykrishnan Narayanan Andres Marquez Mahantesh Halappanavar DiffM 195 1 0 20 Jan 2025
Generative AI for Cel-Animation: A Survey Yunlong Tang Junjia Guo Pinxin Liu Zhiyuan Wang Hang Hua ... Jing Bi Mingqian Feng Xuzhao Li Zeliang Zhang Chenliang Xu VGen 392 14 0 08 Jan 2025
BIFRÖST: 3D-Aware Image compositing with Language InstructionsNeural Information Processing Systems (NeurIPS), 2024 Lingxiao Li Kaixiong Gong Weihong Li Xili Dai Tao Chen Xiaojun Yuan Xiangyu Yue 191 3 0 24 Oct 2024
MagicEraser: Erasing Any Objects via Semantics-Aware ControlEuropean Conference on Computer Vision (ECCV), 2024 Fan Li Zixiao Zhang Yi Huang Jianzhuang Liu Renjing Pei Bin Shao Songcen Xu DiffM 154 12 0 14 Oct 2024
GroupDiff: Diffusion-based Group Portrait EditingEuropean Conference on Computer Vision (ECCV), 2024 Yuming Jiang Nanxuan Zhao Qing Liu Krishna Kumar Singh Shuai Yang Chen Change Loy Ziwei Liu DiffM 126 2 0 22 Sep 2024
Harmonizing Attention: Training-free Texture-aware Geometry TransferIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2024 Eito Ikuta Yohan Lee Akihiro Iohara Yu Saito Toshiyuki Tanaka 148 0 0 19 Aug 2024
DeCo: Decoupled Human-Centered Diffusion Video Editing with Motion ConsistencyEuropean Conference on Computer Vision (ECCV), 2024 Xiaojing Zhong Xinyi Huang Xiaofeng Yang Guosheng Lin Qingyao Wu DiffM 108 10 0 14 Aug 2024
Diverse Image Harmonization Xinhao Tao Tianyuan Qiu Junyan Cao Li Niu 139 0 0 22 Jul 2024
FreeCompose: Generic Zero-Shot Image Composition with Diffusion Prior Zhekai Chen Wen Wang Zhen Yang Zeqing Yuan Hao Chen Chunhua Shen DiffM 168 8 0 06 Jul 2024
Training-and-prompt-free General Painterly Harmonization Using Image-wise Attention Sharing Teng-Fang Hsiao Bo-Kai Ruan Hong-Han Shuai 113 0 0 19 Apr 2024
DiffHarmony: Latent Diffusion Model Meets Image Harmonization Pengfei Zhou Fangxiang Feng Caixia Yuan 106 7 0 09 Apr 2024
IMPRINT: Generative Object Compositing by Learning Identity-Preserving Representation Yizhi Song Zhifei Zhang Zhe Lin Scott D. Cohen Brian L. Price Jianming Zhang Soo Ye Kim He Zhang Wei Xiong Daniel G. Aliaga DiffM 142 56 0 15 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 184 17 0 08 Mar 2024
PHNet: Patch-based Normalization for Portrait Harmonization Karen Efremyan Elizaveta Petrova Evgeny Kaskov A. Kapitanov 131 1 0 27 Feb 2024
Edit One for All: Interactive Batch Image Editing Thao Nguyen Utkarsh Ojha Yuheng Li Haotian Liu Yong Jae Lee DiffM 149 4 0 18 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 83 6 0 17 Jan 2024
Segment Anything Model Meets Image Harmonization Haoxing Chen Yaohui Li Zhangxuan Gu Zhuoer Xu Jun Lan Huaxiong Li 113 2 0 20 Dec 2023
Scene-Conditional 3D Object Stylization and Composition Jinghao Zhou Tomas Jakab Juil Sock Christian Rupprecht DiffM 260 3 0 19 Dec 2023
Progressive Painterly Image Harmonization from Low-level Styles to High-level StylesAAAI Conference on Artificial Intelligence (AAAI), 2023 Li Niu Yan Hong Junyan Cao Liqing Zhang AI4CE 115 2 0 15 Dec 2023
Painterly Image Harmonization by Learning from Painterly ObjectsAAAI Conference on Artificial Intelligence (AAAI), 2023 Li Niu Junyan Cao Yan Hong Liqing Zhang 139 1 0 15 Dec 2023
Relightful Harmonization: Lighting-aware Portrait Background Replacement Mengwei Ren Wei Xiong Jae Shin Yoon Zhixin Shu Jianming Zhang HyunJoon Jung Guido Gerig He Zhang DiffM 175 41 0 11 Dec 2023
DreamCom: Finetuning Text-guided Inpainting Model for Image Composition Lingxiao Lu Jiangtong Li Bo Zhang Li Niu DiffM 121 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 174 44 0 19 Aug 2023
Deep Image Harmonization in Dual Color SpacesACM Multimedia (ACM MM), 2023 L. Tan Jiangtong Li Li Niu Liqing Zhang 135 24 0 05 Aug 2023
Deep Image Harmonization with Learnable AugmentationIEEE International Conference on Computer Vision (ICCV), 2023 Li Niu Junyan Cao Wenyan Cong Liqing Zhang 151 11 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 139 13 0 01 Aug 2023
EqGAN: Feature Equalization Fusion for Few-shot Image Generation Yingbo Zhou Zhihao Yue Yutong Ye Pengyu Zhang Xian Wei Mingsong Chen 130 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 291 159 0 24 Jul 2023
Reference-based Painterly Inpainting via Diffusion: Crossing the Wild Reference Domain Gap Dejia Xu Xingqian Xu Wenyan Cong Humphrey Shi Zhangyang Wang DiffM 112 4 0 20 Jul 2023
Zero-Shot Image Harmonization with Generative Model PriorIEEE transactions on multimedia (IEEE TMM), 2023 Jianqi Chen Yilan Zhang Zhengxia Zou Keyan Chen Z. Shi DiffM 115 6 0 17 Jul 2023
Paste, Inpaint and Harmonize via Denoising: Subject-Driven Image Editing with Pre-Trained Diffusion Model Xinyu Zhang Jiaxian Guo Paul D. Yoo Yutaka Matsuo Yusuke Iwasawa DiffM 154 24 0 13 Jun 2023
LEMaRT: Label-Efficient Masked Region Transform for Image HarmonizationComputer Vision and Pattern Recognition (CVPR), 2023 Sheng Liu C. P. Huynh Congmin Chen Maxim Arap Raffay Hamid 169 23 0 25 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 292 49 0 23 Mar 2023
Semi-supervised Parametric Real-world Image HarmonizationComputer Vision and Pattern Recognition (CVPR), 2023 Ke Wang Michael Gharbi He Zhang Zhihao Xia Eli Shechtman 123 38 0 01 Mar 2023
PixHt-Lab: Pixel Height Based Light Effect Generation for Image CompositingComputer Vision and Pattern Recognition (CVPR), 2023 Yichen Sheng Jianming Zhang Julien Philip Yannick Hold-Geoffroy Xin Sun He Zhang Lu Ling Bedrich Benes 132 21 0 28 Feb 2023
Cross-domain Compositing with Pretrained Diffusion Models Roy Hachnochi Mingrui Zhao Nadav Orzech Rinon Gal Ali Mahdavi-Amiri Daniel Cohen-Or Amit H. Bermano DiffM 218 20 0 20 Feb 2023
ObjectStitch: Generative Object Compositing Yi-Zhe Song Zhifei Zhang Zhe Lin Scott D. Cohen Brian L. Price Jianming Zhang Seunggeun Kim Daniel G. Aliaga DiffM 186 38 0 02 Dec 2022
Controllable Shadow Generation Using Pixel Height MapsEuropean Conference on Computer Vision (ECCV), 2022 Yichen Sheng Yifan Liu Jianming Zhang Wei Yin A. C. Öztireli He Zhang Zhe Lin Eli Shechtman Bedrich Benes 3DV 154 25 0 12 Jul 2022
DCCF: Deep Comprehensible Color Filter Learning Framework for High-Resolution Image HarmonizationEuropean Conference on Computer Vision (ECCV), 2022 Ben Xue Sheng Ran Quan Chen Rongfei Jia Binqiang Zhao Xing Tang 270 84 0 11 Jul 2022
Harmonizer: Learning to Perform White-Box Image and Video HarmonizationEuropean Conference on Computer Vision (ECCV), 2022 Zhanghan Ke Chunyi Sun Lei Zhu Ke Xu Rynson W. H. Lau 108 89 0 04 Jul 2022
Image Harmonization with Region-wise Contrastive Learning Jing Liang Chi-Man Pun 142 4 0 27 May 2022
FRIH: Fine-grained Region-aware Image HarmonizationAAAI Conference on Artificial Intelligence (AAAI), 2022 Jinlong Peng Zekun Luo Lian-jie Liu Boshen Zhang Tao Wang Yabiao Wang Ying Tai Chengjie Wang Weiyao Lin 137 15 0 13 May 2022
SCS-Co: Self-Consistent Style Contrastive Learning for Image HarmonizationComputer Vision and Pattern Recognition (CVPR), 2022 Yucheng Hang Bin Xia Wenming Yang Q. Liao 124 53 0 29 Apr 2022
GALA: Toward Geometry-and-Lighting-Aware Object Search for CompositingEuropean Conference on Computer Vision (ECCV), 2022 Sijie Zhu Zhe Lin Scott D. Cohen Jason Kuen Zhifei Zhang Chen Chen 96 6 0 31 Mar 2022
Interactive Portrait HarmonizationInternational Conference on Learning Representations (ICLR), 2022 Jeya Maria Jose Valanarasu He Zhang Jianming Zhang Yilin Wang Zhe Lin J. Echevarria Yinglan Ma Zijun Wei Kalyan Sunkavalli Vishal M. Patel DiffM 86 7 0 15 Mar 2022
Fast and High-Quality Image Denoising via Malleable ConvolutionsEuropean Conference on Computer Vision (ECCV), 2022 Lezhi Li Bartlomiej Wronski B. Mildenhall Jonathan T. Barron Zhangyang Wang Tianfan Xue 136 8 0 02 Jan 2022