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We consider the generic problem of detecting low-level structures in images, which includes segmenting the manipulated parts, identifying out-of-focus pixels, separating shadow regions, and detecting concealed objects.
Moving shadow and object detection in traffic scenes
Ivana Mikic, Pamela C Cosman, Greg T Kogut, and Mohan M Trivedi · 2000
Earlier work this paper cites.
Detecting moving objects, ghosts, and shadows in video streams
Rita Cucchiara, Costantino Grana, Massimo Piccardi, and Andrea Prati · 2003
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Physical models for moving shadow and object detection in video
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On the removal of shadows from images
Graham D Finlayson, Steven D Hordley, Cheng Lu, and Mark S Drew · 2005
Earlier work this paper cites.
Exposing digital forgeries by detecting traces of resampling
Alin C Popescu and Hany Farid · 2005
Earlier work this paper cites.
Defocus magnification
Soonmin Bae and Frédo Durand · 2007
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Detection of copy-move forgery in digital images using sift algorithm
Hailing Huang, Weiqiang Guo, and Yu Zhang · 2008
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Estimating geo-temporal location of stationary cameras using shadow trajectories
Imran N Junejo and Hassan Foroosh · 2008
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Performance of decamouflaging through exploratory image analysis
P Sengottuvelan, Amitabh Wahi, and A Shanmugam · 2008
Earlier work this paper cites.
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Jia Deng, Wei Dong, Richard Socher, Li-Jia Li, Kai Li, and Li Fei-Fei · 2009
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Entropy minimization for shadow removal
Graham D Finlayson, Mark S Drew, and Cheng Lu · 2009
Earlier work this paper cites.
Using noise inconsistencies for blind image forensics
Babak Mahdian and Stanislav Saic · 2009
Earlier work this paper cites.
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Takahiro Okabe, Imari Sato, and Yoichi Sato · 2009
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Detecting ground shadows in outdoor consumer photographs
Jean-François Lalonde, Alexei A Efros, and Srinivasa G Narasimhan · 2010
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Jpeg error analysis and its applications to digital image forensics
Weiqi Luo, Jiwu Huang, and Guoping Qiu · 2010
Earlier work this paper cites.
Learning to recognize shadows in monochromatic natural images
Jiejie Zhu, Kegan GG Samuel, Syed Z Masood, and Marshall F Tappen · 2010
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Detection of the mobile object with camouflage color under dynamic background based on optical flow
Jianqin Yin Yanbin Han Wendi Hou and Jinping Li · 2011
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Detection of misaligned cropping and recompression with the same quantization matrix and relevant forgery
Qingzhong Liu · 2011
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Illumination estimation and cast shadow detection through a higher-order graphical model
Alexandros Panagopoulos, Chaohui Wang, Dimitris Samaras, and Nikos Paragios · 2011
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Normalized energy density-based forensic detection of resampled images
Xiaoying Feng, Ingemar J Cox, and Gwenael Doerr · 2012
Earlier work this paper cites.
Rich models for steganalysis of digital images
Jessica Fridrich and Jan Kodovsky · 2012
Earlier work this paper cites.
Casia image tampering detection evaluation database
Jing Dong, Wei Wang, and Tieniu Tan · 2013
Earlier work this paper cites.
Camouflage texture evaluation using saliency map
Xue Feng, Cui Guoying, and Song Wei · 2013
Earlier work this paper cites.
Salient region detection by ufo: Uniqueness, focusness and objectness
Peng Jiang, Haibin Ling, Jingyi Yu, and Jingliang Peng · 2013
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Shadow free segmentation in still images using local density measure
Aleksandrs Ecins, Cornelia Fermüller, and Yiannis Aloimonos · 2014
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Adam: A method for stochastic optimization
Diederik P Kingma and Jimmy Ba · 2014
Earlier work this paper cites.
Exposing region splicing forgeries with blind local noise estimation
Siwei Lyu, Xunyu Pan, and Xing Zhang · 2014
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Discriminative blur detection features
Jianping Shi, Li Xu, and Jiaya Jia · 2014
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Just noticeable defocus blur detection and estimation
Jianping Shi, Li Xu, and Jiaya Jia · 2015
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Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
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Gaussian error linear units (gelus)
Dan Hendrycks and Kevin Gimpel · 2016
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Image retargeting based on spatially varying defocus blur map
Ali Karaali and Claudio Rosito Jung · 2016
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Large-scale training of shadow detectors with noisily-annotated shadow examples
Tomás F Yago Vicente, Le Hou, Chen-Ping Yu, Minh Hoai, and Dimitris Samaras · 2016
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Language models are few-shot learners
Tom Brown, Benjamin Mann, Nick Ryder, Melanie Subbiah, Jared D Kaplan, Prafulla Dhariwal, Arvind Neelakantan, Pranav Shyam, Girish Sastry, Amanda Askell, et al · 2020
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A multi-task mean teacher for semi-supervised shadow detection
Zhihao Chen, Lei Zhu, Liang Wan, Song Wang, Wei Feng, and Pheng-Ann Heng · 2020
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Defocus blur detection via depth distillation
Xiaodong Cun and Chi-Man Pun · 2020
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Towards ghost-free shadow removal via dual hierarchical aggregation network and shadow matting gan
Xiaodong Cun, Chi-Man Pun, and Cheng Shi · 2020
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Camouflaged object detection
Deng-Ping Fan, Ge-Peng Ji, Guolei Sun, Ming-Ming Cheng, Jianbing Shen, and Ling Shao · 2020
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Span: Spatial pyramid attention network for image manipulation localization
Xuefeng Hu, Zhihan Zhang, Zhenye Jiang, Syomantak Chaudhuri, Zhenheng Yang, and Ram Nevatia · 2020
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S Alireza Golestaneh and Lina J Karam · 2017
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Edge-based defocus blur estimation with adaptive scale selection
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Attention is all you need
Ashish Vaswani, Noam Shazeer, Niki Parmar, Jakob Uszkoreit, Llion Jones, Aidan N Gomez, Łukasz Kaiser, and Illia Polosukhin · 2017
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Defocus blur detection via boosting diversity of deep ensemble networks
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Self-generated defocus blur detection via dual adversarial discriminators
Wenda Zhao, Cai Shang, and Huchuan Lu · 2021
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Rethinking semantic segmentation from a sequence-to-sequence perspective with transformers
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Mitigating intensity bias in shadow detection via feature decomposition and reweighting
Lei Zhu, Ke Xu, Zhanghan Ke, and Rynson WH Lau · 2021
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Visual prompting via image inpainting
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Frequency-aware camouflaged object detection
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Imagic: Text-based real image editing with diffusion models
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