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Person recognition aims at recognizing the same identity across time and space with complicated scenes and similar appearance.
Gradient-based learning applied to document recognition
Yann LeCun, Léon Bottou, Yoshua Bengio, and Patrick Haffner · 1998
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Reducing the dimensionality of data with neural networks
G. E. Hinton and R. R. Salakhutdinov · 2006
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Contextual identity recognition in personal photo albums
Dragomir Anguelov, Kuang chih Lee, Salih Burak Gokturk, and Baris Sumengen · 2007
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ImageNet: A Large-Scale Hierarchical Image Database
J. Deng, W. Dong, R. Socher, L.-J. Li, K. Li, and L. Fei-Fei · 2009
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Person re-identification by support vector ranking
Bryan Prosser, Wei-Shi Zheng, Shaogang Gong, and Tao Xiang · 2010
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Imagenet classification with deep convolutional neural networks
Alex Krizhevsky, Ilya Sutskever, and Geoffrey E. Hinton · 2012
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“Knock! Knock! Who is it?” Probabilistic Person Identification in TV Series
Makarand Tapaswi, Martin Bäuml, and Rainer Stiefelhagen · 2012
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DeepReID: Deep filter pairing neural network for person re-identification
Wei Li, Rui Zhao, Tong Xiao, and Xiaogang Wang · 2014
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Deep metric learning for practical person re-identification
Dong Yi, Zhen Lei, and Stan Z. Li · 2014
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Unsupervised salience learning for person re-identification
Rui Zhao, Wanli Ouyang, and Xiaogang Wang · 2014
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Fast R-CNN
Ross Girshick · 2015
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Batch normalization: Accelerating deep network training by reducing internal covariate shift
Sergey Ioffe and Christian Szegedy · 2015
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Adam: A method for stochastic optimization
Diederik P. Kingma and Jimmy Ba · 2015
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Person recognition in personal photo collections
Seong Joon Oh, Rodrigo Benenson, Mario Fritz, and Bernt Schiele · 2015
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Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks
Shaoqing Ren, Kaiming He, Ross Girshick, and Jian Sun · 2015
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Unsupervised learning of visual representations using videos
Xiaolong Wang and Abhinav Gupta · 2015
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Multi-bias non-linear activation in deep neural networks
Hongyang Li, Wanli Ouyang, and Xiaogang Wang · 2016
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Sequential person recognition in photo albums with a recurrent network
Yao Li, Guosheng Lin, Bohan Zhuang, Lingqiao Liu, Chunhua Shen, and Anton van den Hengel · 2016
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Deep relative distance learning: Tell the difference between similar vehicles
Hongye Liu, Yonghong Tian, Yaowei Wang, Lu Pang, and Tiejun Huang · 2016
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Large-margin softmax loss for convolutional neural networks
Weiyang Liu, Yandong Wen, Zhiding Yu, and Meng Yang · 2016
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Faceless person recognition; privacy implications in social media
Seong Joon Oh, Rodrigo Benenson, Mario Fritz, and Bernt Schiele · 2016
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Convolutional pose machines
Shih-En Wei, Varun Ramakrishna, Takeo Kanade, and Yaser Sheikh · 2016
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Beyond frontal faces: Improving person recognition using multiple cues
Ning Zhang, Manohar Paluri, Yaniv Taigman, Rob Fergus, and Lubomir Bourdev · 2015
Cited alongside, same era.
MS-Celeb-1M: a dataset and benchmark for large-scale face recognition
Yandong Guo, Lei Zhang, Yuxiao Hu, Xiaodong He, and Jianfeng Gao · 2016
Cited alongside, same era.
Deep residual learning for image recognition
Kaiming He, Xiangyu Zhang, Shaoqing Ren, and Jian Sun · 2016
Cited alongside, same era.
A multi-level contextual model for person recognition in photo albums
Haoxiang Li, Jonathan Brandt, Zhe Lin, Xiaohui Shen, and Gang Hua · 2016
Cited alongside, same era.
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A discriminative feature learning approach for deep face recognition
Yandong Wen, Kaipeng Zhang, Zhifeng Li, and Yu Qiao · 2016
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Dual deep network for visual tracking
Zhizhen Chi, Hongyang Li, Huchuan, and Ming-Hsuan Yang · 2017
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Zoom out-and-in network with recursive training for object proposal
Hongyang Li, Yu Liu, Wanli Ouyang, and Xiaogang Wang · 2017
Closest in time.