Awesome-Image-Harmonization
Image alignment toolkit
A curated list of resources and papers on image harmonization techniques to improve the compatibility between foreground and background in images.
A curated list of papers, code and resources pertaining to image harmonization.
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image-compositionimage-harmonization
Awesome Image Harmonization / Papers | |||
| [pdf] | Ziqi Yu, Jing Zhou, Zhongyun Bao, Gang Fu, Weilei He, Chao Liang, Chunxia Xiao: " " ACM MM (2024) | ||
| [pdf] | Jing Zhou, Ziqi Yu, Zhongyun Bao, Gang Fu, Weilei He, Chao Liang, Chunxia Xiao: " " ACM MM (2024) | ||
| [pdf] | Pengfei Zhou, Fangxiang Feng, Guang Liu, Ruifan Li, Xiaojie Wang: " " ACM MM (2024) | ||
| [pdf] | Pengfei Zhou, Fangxiang Feng, Xiaojie Wan: " " ICMR (2024) | ||
| [pdf] | Quanling Meng, Qinglin Liu, Zonglin Li, Xiangyuan Lan, Shengping Zhang, Liqiang Nie: " " NeurIPS (2024) | ||
| [pdf] | Mengwei Ren, Wei Xiong, Jae Shin Yoon, Zhixin Shu, Jianming Zhang, HyunJoon Jung, Guido Gerig, He Zhang: " " CVPR (2024) | ||
| [arXiv] | Xinhao Tao, Tianyuan Qiu, Junyan Cao, Li Niu: " " arXiv preprint arXiv:2407.15481 (2024) | ||
| [pdf] | Jinlong Peng, Zekun Luo, Liang Liu, Boshen Zhang: " " AAAI (2024) | ||
| [pdf] | Zhongyun Hu, Ntumba Elie Nsampi, Xue Wang, Qing Wang: " " T-ETCI (2024) | ||
| [arXiv] | Haoxing Chen, Yaohui Li, Zhangxuan Gu, Zhuoer Xu, Jun Lan, Huaxiong Li: " " ICASSP (2024) | ||
| [arXiv] | Zhongyun Hu, Jiahao Li, Xue Wang, Qing Wang: " " IJCV (2024) | ||
| [arXiv] | Jianqi Chen, Zhengxia Zou, Yilan Zhang, Keyan Chen, Zhenwei Shi: " " arXiv preprint arXiv:2307.08182 (2023) | ||
| [paper] | Yijiang Wang, Yuqi Li, Chong Wang, Xulun Ye: " " Computer Graphics Forum (2023) | ||
| [pdf] | Liuxue Ju, Chengdao Pu, Fang Gao, Jun Yu: " " ICIG (2023) | ||
| [arXiv] | Jiajie Li, Jian Wang, Chen Wang, Jinjun Xiong: " " arXiv preprint arXiv:2306.10441 (2023) | ||
| [paper] | Huayan Yu, Hai Huang, Yueyan Zhu, Aoran Chen: " " IET Signal Processing (2023) | ||
| [pdf] | Chris Careaga, S. Mahdi H. Miangoleh, Yağız Aksoy: " " SIGGRAPH Asia (2023) | ||
| [arXiv] | Haoxing Chen, Zhangxuan Gu, Yaohui Li, Jun Lan, Changhua Meng, Weiqiang Wang, Huaxiong Li: " " ACM MM (2023) | ||
| [arXiv] | Linfeng Tan, Jiangtong Li, Li Niu, Liqing Zhang: " " ACM MM (2023) | ||
| [paper] | Ke Xu, Gerhard Petrus Hancke, Rynson W.H. Lau: " " ICCV (2023) | ||
| [arXiv] | Xintian Shen, Jiangning Zhang, Jun Chen, Shipeng Bai, Yue Han, Yabiao Wang, Chengjie Wang, Yong Liu: " " ICCV (2023) | ||
| [arXiv] | Li Niu, Junyan Cao, Wenyan Cong, Liqing Zhang: " " ICCV (2023) | ||
| [arXiv] | Li Niu, Linfeng Tan, Xinhao Tao, Junyan Cao, Fengjun Guo, Teng Long, Liqing Zhang: " " ICCV (2023) | ||
| [arXiv] | Jianqi Chen, Yilan Zhang, Zhengxia Zou, Keyan Chen, Zhenwei Shi: " " T-CSVT (2023) | ||
| [arXiv] | Ke Wang, Michaël Gharbi, He Zhang, Zhihao Xia, Eli Shechtman: " " CVPR (2023) | ||
| [pdf] | Sheng Liu, Cong Phuoc Huynh, Cong Chen, Maxim Arap, Raffay Hamid: " " CVPR (2023) | ||
| [pdf] | Julian Jorge Andrade Guerreiro, Mitsuru Nakazawa, Björn Stenger: " " CVPR (2023) | ||
| [arXiv] | Jeya Maria Jose Valanarasu, He Zhang, Jianming Zhang, Yilin Wang, Zhe Lin, Jose Echevarria, Yinglan Ma, Zijun Wei, Kalyan Sunkavalli, Vishal M. Patel: " " ICLR (2023) | ||
| [paper] | Tianyanshi Liu, Yuhang Li, Youdong Ding: " " CISAI (2022) | ||
| [paper] | Min Lu, Lingtao Zhang, Yongmin Liu: " " JEI (2022) | ||
| [pdf] | Teng Ren, Haitao Zhang: " " ICIP (2022) | ||
| [arXiv] | Ziyue Zhu, Zhao Zhang, Zheng Lin, Ruiqi Wu, Chunle Guo: " " arXiv preprint arXiv:2204.04715 (2022) | ||
| [pdf] | Xun Cai, Qingjie Shi, Yanbo Gao, Shuai Li, Wei Hua, Tian Xie: " " T-MM (2022) | ||
| [pdf] | Yazhou Xing, Yu Li, Xintao Wang, Ye Zhu, Qifeng Chen: " " ACM MM (2022) | ||
| [arXiv] | Junyan Cao, Wenyan Cong, Li Niu, Jianfu Zhang, Liqing Zhang: " " BMVC (2022) ( ) | ||
| [pdf] | Zonghui Guo, Zhaorui Gu, Bing Zheng, Junyu Dong, Haiyong Zheng: " " T-PAMI (2022) | ||
| [arXiv] | Ben Xue, Shenghui Ran, Quan Chen, Rongfei Jia, Binqiang Zhao, Xing Tang: " " ECCV (2022) | ||
| [arXiv] | Jingtang Liang, Xiaodong Cun, and Chi-Man Pun: " " ECCV (2022) | ||
| [arXiv] | Xuqian Ren, Yifan Liu: " " ECCV (2022) | ||
| [arXiv] | Zhanghan Ke, Chunyi Sun, Lei Zhu, Ke Xu, Rynson W.H. Lau: " " ECCV (2022) | ||
| [arXiv] | Wenyan Cong, Xinhao Tao, Li Niu, Jing Liang, Xuesong Gao, Qihao Sun, Liqing Zhang: " " CVPR (2022) | ||
| [arXiv] | Zhongyun Bao, Chengjiang Long, Gang Fu, Daquan Liu, Yuanzhen Li, Jiaming Wu, Chunxia Xiao: " " CVPR (2022) ( ) | ||
| [arXiv] | Yucheng Hang, Bin Xia, Wenming Yang, Qingmin Liao: " " CVPR (2022) | ||
| [pdf] | Zonghui Guo, Dongsheng Guo, Haiyong Zheng, Zhaorui Gu, Bing Zheng, Junyu Dong: " " ICCV (2021) | ||
| [pdf] | Yifan Jiang, He Zhang, Jianming Zhang, Yilin Wang, Zhe Lin, Kalyan Sunkavalli, Simon Chen, Sohrab Amirghodsi, Sarah Kong, Zhangyang Wang: " " ICCV (2021) | ||
| [pdf] | Jun Ling, Han Xue, Li Song, Rong Xie, Xiao Gu: " " CVPR (2021) | ||
| [pdf] | Zonghui Guo, Haiyong Zheng, Yufeng Jiang, Zhaorui Gu, Bing Zheng: " " CVPR (2021) | ||
| [arXiv] | Wenyan Cong, Li Niu, Jianfu Zhang, Jing Liang, Liqing Zhang: " " ICME (2021) | ||
| [pdf] | Konstantin Sofiiuk, Polina Popenova, Anton Konushin: " " WACV (2021) | ||
| [pdf] | Guoqing Hao, Satoshi Iizuka, Kazuhiro Fukui: " ." BMVC (2020) | ||
| [pdf] | Wenyan Cong, Jianfu Zhang, Li Niu, Liu Liu, Zhixin Ling, Weiyuan Li, Liqing Zhang: " " CVPR (2020) | ||
| [pdf] | Xiaodong Cun, Chi-Man Pun: " " T-IP (2020) | ||
| [pdf] | Yi-Hsuan Tsai, Xiaohui Shen, Zhe Lin, Kalyan Sunkavalli, Xin Lu, Ming-Hsuan Yang: " " CVPR (2017) | ||
| [arXiv] | Anand Bhattad, David A. Forsyth: " " arXiv preprint arXiv: 2010.05907 (2020) | ||
| [pdf] | Fangneng Zhan, Shijian Lu, Changgong Zhang, Feiying Ma, Xuansong Xie:" " ACCV (2020) | ||
| [pdf] | Bor-Chun Chen, Andrew Kae: " " CVPR (2019) | ||
| [pdf] | Jun-Yan Zhu, Philipp Krähenbühl, Eli Shechtman, Alexei A. Efros: " " ICCV (2015) | ||
| [pdf] | Shuangbing Song, Fan Zhong, Xueying Qin, Changhe Tu: " " Advances in Computer Graphics. CGI (2020) | ||
| [pdf] | Su Xue, Aseem Agarwala, Julie Dorsey, Holly E. Rushmeier: " " ACM Trans. Graph. 31(4): 84:1-84:10 (2012) | ||
| [pdf] | Kalyan Sunkavalli, Micah K. Johnson, Wojciech Matusik, Hanspeter Pfister: " " ACM Trans. Graph. 29, 4 (2010) | ||
| [pdf] | Jean-François Lalonde, Alexei A. Efros: " " ICCV (2007) | ||
Awesome Image Harmonization / Datasets / Real images | |||
| [pdf] | : It contains four subdatasets: HCOCO, HAdobe5k, HFlickr, Hday2night, with a total of 73,146 pairs of unharmonized images and harmonized images | ||
| [pdf] | : It contains 183 images with image resolution of 1940*1440. It consists of 16 different objects and for each object, one source image and 11 target images in different background scenes and illumination conditions are captured. (access code: ekn2) | ||
| [pdf] | : A real-world harmonization dataset, which contains 216 real composite images with manually harmonized outputs | ||
| [pdf] | : An image harmonization dataset constructed based on the images captured with color checker (cc). It contains 10 synthetic composite images for each of 426 foregrounds from 350 real images, leading to 4260 pairs of synthetic composite images and ground-truth real images | ||
Awesome Image Harmonization / Datasets / Rendered images | |||
| [pdf] | : A rendered dataset built upon VIDIT (Virtual Image Dataset for Illumination Transfer) dataset for image harmonization. It contains 3007 images of 276 scenes for training and 329 images of 24 scenes for testing | ||
| [pdf] | : A rendered image harmonization dataset, which contains 25,000 ground-truth rendered images with 11 categories, and has the potential to generate 225,000 composite rendered images | ||
| [pdf] | : A rendered image harmonization dataset (HDR illumination map + 3D object) with 138 3D humans and 318 HDR illumination maps. The whole dataset is split into 143,390 training images and 22,048 test images | ||
| [pdf] | : A rendered image harmonization dataset (HDR illumination map + 3D object) with 135 3D humans and 720 HDR illumination maps. The whole dataset is split into 72,085 for training and 6,762 for testing | ||
Awesome Image Harmonization / Datasets / Artistic images | |||
| [pdf] | : A painterly harmonization dataset, which contains 33,294 artistic/painterly objects in artistic images with accurate object masks. Each painterly object is associated with a set of similar photographic objects | ||
Awesome Image Harmonization / Related Topics | |||
| [pdf] | Ruibin Li, Jingcai Guo, Song Guo, Qihua Zhou, Jie Zhang: "FreePIH: Training-Free Painterly Image Harmonization with Diffusion Model." ACM MM (2024) | ||
| [arXiv] | Li Niu, Junyan Cao, Yan Hong, Liqing Zhang: " " AAAI (2024) | ||
| [arXiv] | Li Niu, Yan Hong, Junyan Cao, Liqing Zhang: " " AAAI (2024) | ||
| [pdf] | Xudong Wang, Li Niu, Junyan Cao, Yan Hong, Liqing Zhang: " " WACV (2024) | ||
| [arXiv] | Xiao Zhang, Yun Jiang, Shanshan Wang: " " ICIDIT (2023) | ||
| [pdf] | Sungho Kang , Hyunkyu Park, YeongHyeon Park, Yeonho Lee , Hanbyul Lee, Seho Bae, Juneho Yi: " " ICKII (2023) | ||
| [paper] | Juwon Lee, Jung-Jae Yu, Wonyoung Yoo: " " ICTC (2023) | ||
| [arXiv] | Lingxiao Lu, Jiangtong Li, Junyan Cao, Li Niu, Liqing Zhang: " " ACM MM (2023) | ||
| [arXiv] | Junyan Cao, Yan Hong, Li Niu: " " AAAI (2023) | ||
| [paper] | Xiao Yan, Yang Lu, Juncheng Shuai, Sanyuan Zhang: " " ACCV (2022) | ||
| [paper] | Hwai-Jin Peng, Chia-Ming Wang, Yu-Chiang Frank Wang: " " BMVC (2019) | ||
| [arXiv] | Fujun Luan, Sylvain Paris, Eli Shechtman, Kavita Bala: " " Computer graphics forum (2018) | ||
| [pdf] | Shu Zhang, Hai Huang, Yueyan Zhu: " " ICAIT (2023) | ||
| [pdf] | Penghao Wu, Li Niu, Liqing Zhang: " " BMVC (2022) | ||
| [arXiv] | Jing Liang, Li Niu, Penghao Wu, Fengjun Guo, Teng Long: " " AAAI (2022) | ||
| [arXiv] | Jing Liang, Li Niu, Liqing Zhang: " " ICME (2021) | ||
| [pdf] | Yuhang Li, Jincen Jiang, Xiaosong Yang, Youdong Ding, Jian Jun Zhang: " " ACM MM (2024) | ||
| [pdf] | Zonghui Guo, Xinyu Han, Jie Zhang, Shiguang Shan, Haiyong Zheng: " " CVPR (2024) | ||
| [pdf] | Xiuwen Chen, Li Fang, Long Ye, Qin Zhang: " " Machine Intelligence Research (2024) | ||
| [pdf] | Zeyu Xiao, Yurui Zhu, Xueyang Fu, Zhiwei Xiong: " " WACV (2024) | ||
| [arXiv] | Xinyuan Lu, Shengyuan Huang, Li Niu, Wenyan Cong, Liqing Zhang: " " IJCAI (2022) | ||
| [pdf] | Haozhi Huang, Senzhe Xu, Junxiong Cai, Wei Liu, Shimin Hu: " " IEEE Trans. Image Process. 29: 214-224 (2020) | ||
Awesome Image Harmonization / Other Resources | |||
| Awesome-ImageHarmonization | 18 | about 4 years ago | |
| Awesome-Image-Composition | 1,196 | about 2 months ago | |
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