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Foreground object search (FOS) aims to find compatible foreground objects for a given background image, producing realistic composite image.
Poisson image editing
Patrick Pérez, Michel Gangnet, and Andrew Blake · 2003
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A closed form solution to natural image matting
Anat Levin, Dani Lischinski, and Yair Weiss · 2006
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Photo clip art
Jean-François Lalonde, Derek Hoiem, Alexei A. Efros, Carsten Rother, John M. Winn, and Antonio Criminisi · 2007
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Sketch2Photo: internet image montage
Tao Chen, Ming-Ming Cheng, Ping Tan, Ariel Shamir, and Shimin Hu · 2009
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ImageNet: A large-scale hierarchical image database
Jia Deng, Wei Dong, Richard Socher, Li-Jia Li, Kai Li, and Li Fei-Fei · 2009
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Do deep nets really need to be deep?
Jimmy Ba and Rich Caruana · 2014
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Exposing photo manipulation from shading and shadows
Eric Kee, James F O’brien, and Hany Farid · 2014
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Distilling the knowledge in a neural network
Geoffrey E. Hinton, Oriol Vinyals, and Jeffrey Dean · 2015
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FitNets: Hints for thin deep nets
Adriana Romero, Nicolas Ballas, Samira Ebrahimi Kahou, Antoine Chassang, Carlo Gatta, and Yoshua Bengio · 2015
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FaceNet: A unified embedding for face recognition and clustering
Florian Schroff, Dmitry Kalenichenko, and James Philbin · 2015
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Very deep convolutional networks for large-scale image recognition
Karen Simonyan and Andrew Zisserman · 2015
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Learning a discriminative model for the perception of realism in composite images
Jun-Yan Zhu, Philipp Krähenbühl, Eli Shechtman, and Alexei A. Efros · 2015
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Learning efficient object detection models with knowledge distillation
Guobin Chen, Wongun Choi, Xiang Yu, Tony X. Han, and Manmohan Chandraker · 2017
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Mimicking very efficient network for object detection
Quanquan Li, Shengying Jin, and Junjie Yan · 2017
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Deep image harmonization
Yi-Hsuan Tsai, Xiaohui Shen, Zhe Lin, Kalyan Sunkavalli, Xin Lu, and Ming-Hsuan Yang · 2017
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MarrNet: 3d shape reconstruction via 2.5d sketches
Jiajun Wu, Yifan Wang, Tianfan Xue, Xingyuan Sun, Bill Freeman, and Joshua B. Tenenbaum · 2017
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Paying more attention to attention: Improving the performance of convolutional neural networks via attention transfer
Sergey Zagoruyko and Nikos Komodakis · 2017
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Context-aware synthesis and placement of object instances
Donghoon Lee, Sifei Liu, Jinwei Gu, Ming-Yu Liu, Ming-Hsuan Yang, and Jan Kautz · 2018
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Where and who? automatic semantic-aware person composition
Fuwen Tan, Crispin Bernier, Benjamin Cohen, Vicente Ordonez, and Connelly Barnes · 2018
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Generative image inpainting with contextual attention
Jiahui Yu, Zhe L. Lin, Jimei Yang, Xiaohui Shen, Xin Lu, and Thomas S. Huang · 2018
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Compositing-aware image search
Hengshuang Zhao, Xiaohui Shen, Zhe L. Lin, Kalyan Sunkavalli, Brian L. Price, and Jiaya Jia · 2018
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Deep parametric indoor lighting estimation
Marc-André Gardner, Yannick Hold-Geoffroy, Kalyan Sunkavalli, Christian Gagné, and Jean-François Lalonde · 2019
BargainNet: Background-guided domain translation for image harmonization
Wenyan Cong, Li Niu, Jianfu Zhang, Jing Liang, and Liqing Zhang · 2021
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Region-aware adaptive instance normalization for image harmonization
Jun Ling, Han Xue, Li Song, Rong Xie, and Xiao Gu · 2021
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OPA: Object placement assessment dataset
Liu Liu, Bo Zhang, Jiangtong Li, Li Niu, Qingyang Liu, and Liqing Zhang · 2021
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Making images real again: A comprehensive survey on deep image composition
Li Niu, Wenyan Cong, Liu Liu, Yan Hong, Bo Zhang, Jing Liang, and Liqing Zhang · 2021
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Channel-wise knowledge distillation for dense prediction
Changyong Shu, Yifan Liu, Jianfei Gao, Zheng Yan, and Chunhua Shen · 2021
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Learning to generate synthetic data via compositing
Shashank Tripathi, Siddhartha Chandra, Amit Agrawal, Ambrish Tyagi, James M. Rehg, and Visesh Chari · 2019
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GP-GAN: Towards realistic high-resolution image blending
Huikai Wu, Shuai Zheng, Junge Zhang, and Kaiqi Huang · 2019
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All-Weather deep outdoor lighting estimation
Jinsong Zhang, Kalyan Sunkavalli, Yannick Hold-Geoffroy, Sunil Hadap, Jonathan Eisenmann, and Jean-François Lalonde · 2019
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Unconstrained foreground object search
Yinan Zhao, Brian L. Price, Scott D. Cohen, and Danna Gurari · 2019
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DoveNet: Deep image harmonization via domain verification
Wenyan Cong, Jianfu Zhang, Li Niu, Liu Liu, Zhixin Ling, Weiyuan Li, and Liqing Zhang · 2020
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Improving the harmony of the composite image by spatial-separated attention module
Xiaodong Cun and Chi-Man Pun · 2020
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Fine-grained foreground retrieval via teacher-student learning
Zongze Wu, Dani Lischinski, and Eli Shechtman · 2021
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Large scale image completion via co-modulated generative adversarial networks
Shengyu Zhao, Jonathan Cui, Yilun Sheng, Yue Dong, Xiao Liang, Eric I Chang, and Yan Xu · 2021
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High-resolution image harmonization via collaborative dual transformations
Wenyan Cong, Xinhao Tao, Li Niu, Jing Liang, Xuesong Gao, Qihao Sun, and Liqing Zhang · 2022
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Shadow generation for composite image in real-world scenes
Yan Hong, Li Niu, Jianfu Zhang, and Liqing Zhang · 2022
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Evaluation-oriented knowledge distillation for deep face recognition
Y. Huang, Jiaxiang Wu, Xingkun Xu, and Shouhong Ding · 2022
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Fast object placement assessment
Li Niu, Qingyang Liu, Zhenchen Liu, and Jiangtong Li · 2022
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Resolution-robust large mask inpainting with fourier convolutions
Roman Suvorov, Elizaveta Logacheva, Anton Mashikhin, Anastasia Remizova, Arsenii Ashukha, Aleksei Silvestrov, Naejin Kong, Harshith Goka, Kiwoong Park, and Victor S. Lempitsky · 2022
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Distilling inter-class distance for semantic segmentation
Zheng Zhang, Chunluan Zhou, and Zhigang Tu · 2022
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Learning object placement via dual-path graph completion
Siyuan Zhou, Liu Liu, Li Niu, and Liqing Zhang · 2022
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GALA: Toward geometry-and-lighting-aware object search for compositing
Sijie Zhu, Zhe Lin, Scott D. Cohen, Jason Kuen, Zhifei Zhang, and Chen Chen · 2022
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