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Contextual information, such as the co-occurrence of objects and the spatial and relative size among objects provides deep and complex information about scenes.
Scene perception: Detecting and judging objects undergoing relational violations
Irving Biederman, Robert J. Mezzanotte, and Jan C. Rabinowitz · 1982
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A scaled conjugate gradient algorithm for fast supervised learning
Martin Fodslette Møller · 1993
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Spatial context in recognition
Moshe Bar and Shimon Ullman · 1996
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Object categorization using co-occurrence, location and appearance
Carolina Galleguillos, Andrew Rabinovich, and Serge Belongie · 2008
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Context models and out-of-context objects
Myung Jin Choi, Antonio Torralba, and Alan S. Willsky · 2010
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Context based object categorization: A critical survey
Carolina Galleguillos and Serge Belongie · 2010
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Graph cut based inference with co-occurrence statistics
Lubor Ladicky, Chris Russell, Pushmeet Kohli, and Philip H. S. Torr · 2010
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Visual object recognition
Kristen Grauman and Bastian Liebe · 2011
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Contextual kernel and spectral methods for learning the semantics of images
Zhiwu Lu, Horace H. S. Ip, and Yuxin Peng · 2011
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A tree-based context model for object recognition
Myung Jin Choi, Antonio Torralba, and Alan S. Willsky · 2012
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Microsoft coco: Common objects in context
Tsung-Yi Lin, Michael Maire, Serge Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, and C. Lawrence Zitnick · 2014
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The role of context for object detection and semantic segmentation in the wild
Roozbeh Mottaghi, Xianjie Chen, Xiaobai Liu, Nam-Gyu Cho, Seong-Whan Lee, Sanja Fidler, Raquel Urtasun, and Alan Yuille · 2014
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Faster R-CNN: towards real-time object detection with region proposal networks
Shaoqing Ren, Kaiming He, Ross B. Girshick, and Jian Sun · 2015
Cited alongside, same era.
Relation networks for object detection
Han Hu, Jiayuan Gu, Zheng Zhang, Jifeng Dai, and Yichen Wei · 2017
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Object detection refinement using markov random field based pruning and learning based rescoring
N. Inoue, R. Furuta, T. Yamasaki, and K. Aizawa · 2017
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Deep Learning Toolbox R2017a
MATLAB · 2017
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A review of object detection based on convolutional neural network
Wang Zhiqiang and Liu Jun · 2017
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COSMO: contextualized scene modeling with boltzmann machines
Ilker Bozcan and Sinan Kalkan · 2018
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Visual relationship detection with language priors
Cewu Lu, Ranjay Krishna, Michael Bernstein, and Li Fei-Fei · 2016
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Learning context on a humanoid robot using incremental latent dirichlet allocation
Hande Çelikkanat, Güner Orhan, Nicolas Pugeault, Frank Guerin, Erol Şahin, and Sinan Kalkan · 2016
Cited alongside, same era.
Detecting visual relationships with deep relational networks
Bo Dai, Yuqi Zhang, and Dahua Lin · 2017
Cited alongside, same era.
Li Liu, Wanli Ouyang, Xiaogang Wang, Paul W. Fieguth, Jie Chen, Xinwang Liu, and Matti Pietikäinen · 2018
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Structure inference net: Object detection using scene-level context and instance-level relationships
Yong Liu, Ruiping Wang, Shiguang Shan, and Xilin Chen · 2018
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