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Unlike traditional third-person cameras mounted on robots, a first-person camera, captures a person's visual sensorimotor object interactions from up close.
Fast approximate energy minimization via graph cuts
Yuri Boykov, Olga Veksler, and Ramin Zabih · 2001
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Eye hand coordination in object manipulation
Roland S. Johansson, Göran Westling1, Anders Bäckström, and J. Randall Flanagan · 2001
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"grabcut": Interactive foreground extraction using iterated graph cuts
Carsten Rother, Vladimir Kolmogorov, and Andrew Blake · 2004
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Objects in action: An approach for combining action understanding and object perception
Abhinav Gupta and Larry S. Davis · 2007
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Graph-based visual saliency
Jonathan Harel, Christof Koch, and Pietro Perona · 2007
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Objects in context
Andrew Rabinovich, Andrea Vedaldi, Carolina Galleguillos, Eric Wiewiora, and Serge Belongie · 2007
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A scalable approach to activity recognition based on object use
Jianxin Wu, Adebola Osuntogun, Tanzeem Choudhury, Matthai Philipose, and James M. Rehg · 2007
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The relation between infants’ activity with objects and attention to object appearance
S. Perone, K. L. Madole, S. Ross-Sheehy, M. Carey, and L. M. Oakes · 2008
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Eye hand coordination in a sequential target contact task
M. C. Bowman, R. S. Johannson, and J. R. Flanagan · 2009
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Learning to predict where humans look
Tilke Judd, Krista Ehinger, Frédo Durand, and Antonio Torralba · 2009
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Eye hand coordination in rhythmical pointing
S. Lazzari, D. Mottet, and J. L. Vercher · 2009
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Manual and oculomotor performance develop contemporaneously but independently during continuous tracking
E. D. Vidoni, J. S. McCarley, J. D. Edwards, and L. A. Boyd · 2009
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Figure-ground segmentation improves handled object recognition in egocentric video
Xiaofeng Ren and Chunhui Gu · 2010
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Unsupervised learning of functional categories in video scenes
Matthew W. Turek, Anthony Hoogs, and Roderic Collins · 2010
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Grouplet: A structured image representation for recognizing human and object interactions
Bangpeng Yao and Li Fei-Fei · 2010
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Modeling mutual context of object and human pose in human object interaction activities
Bangpeng Yao and Li Fei-Fei · 2010
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Learning person-object interactions for action recognition in still images
Vincent Delaitre, Josef Sivic, and Ivan Laptev · 2011
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Learning to recognize objects in egocentric activities
Alireza Fathi, Xiaofeng Ren, and James M. Rehg · 2011
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Functional categorization of objects using real-time markerless motion
Juergen Gall, Andrea Fossati, and Luc Van Gool · 2011
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From 3d scene geometry to human workspace
Abhinav Gupta, Scott Satkin, Alexei A. Efros, and Martial Hebert · 2011
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Visual object action recognition: Inferring object affordances from human demonstration
H. Kjellstrom, J. Romero, and D. Kragic · 2011
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Object-action complexes: Grounded abstractions of sensory-motor processes
Norbert Krüger, Christopher W. Geib, Justus H. Piater, Ronald P. A. Petrick, Mark Steedman, Florentin Wörgötter, Ales Ude, Tamim Asfour, Dirk Kraft, Damir Omrcen, Alejandro Agostini, and Rüdiger Dillmann · 2011
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People watching: Human actions as a cue for single-view geometry
David F. Fouhey, Vincent Delaitre, Abhinav Gupta, Alexei A. Efros, Ivan Laptev, and Josef Sivic · 2012
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Predicting important objects for egocentric video summarization
Yong Jae Lee and Kristen Grauman · 2015
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Efficient piecewise training of deep structured models for semantic segmentation
Guosheng Lin, Chunhua Shen, Ian D. Reid, and Anton van den Hengel · 2015
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Semantic image segmentation via deep parsing network
Ziwei Liu, Xiaoxiao Li, Ping Luo, Chen Change Loy, and Xiaoou Tang · 2015
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Fully convolutional networks for semantic segmentation
Jonathan Long, Evan Shelhamer, and Trevor Darrell · 2015
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Learning deconvolution network for semantic segmentation
Hyeonwoo Noh, Seunghoon Hong, and Bohyung Han · 2015
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Social saliency prediction
Hyun Soo Park and Jianbo Shi · 2015
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Hamed Pirsiavash and Deva Ramanan · 2012
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Story-driven summarization for egocentric video
Zheng Lu and Kristen Grauman · 2013
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Multiscale combinatorial grouping
P. Arbeláez, J. Pont-Tuset, J. Barron, F. Marques, and J. Malik · 2014
Cited alongside, same era.
Learning rich features from RGB-D images for object detection and segmentation
Saurabh Gupta, Ross Girshick, Pablo Arbeláez, and Jitendra Malik · 2014
Cited alongside, same era.
Caffe: Convolutional architecture for fast feature embedding
Yangqing Jia, Evan Shelhamer, Jeff Donahue, Sergey Karayev, Jonathan Long, Ross Girshick, Sergio Guadarrama, and Trevor Darrell · 2014
Cited alongside, same era.
The secrets of salient object segmentation
Yin Li, Xiaodi Hou, Christof Koch, James Rehg, and Alan Yuille · 2014
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Very deep convolutional networks for large-scale image recognition
K. Simonyan and A. Zisserman · 2014
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From image-level to pixel-level labeling with convolutional networks
P. H. O. Pinheiro and R. Collobert · 2015
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Robot-centric activity prediction from first-person videos: What will they do to me?
M. S. Ryoo, Thomas J. Fuchs, Lu Xia, J.K. Aggarwal, and Larry Matthies · 2015
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Holistically-nested edge detection
Saining Xie and Zhuowen Tu · 2015
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Fill and transfer: A simple physics-based approach for containability reasoning
Lap Fai Yu, Noah Duncan, and Sai-Kit Yeung · 2015
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Conditional random fields as recurrent neural networks
Shuai Zheng, Sadeep Jayasumana, Bernardino Romera-Paredes, Vibhav Vineet, Zhizhong Su, Dalong Du, Chang Huang, and Philip Torr · 2015
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Understanding hand-object manipulation with grasp types and object attributes
Minjie Cai, Kris M. Kitani, and Yoichi Sato · 2016
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Semantic image segmentation with task-specific edge detection using cnns and a discriminatively trained domain transform
Liang-Chieh Chen, Jonathan T. Barron, George Papandreou, Kevin Murphy, and Alan L. Yuille · 2016
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Attention to scale: Scale-aware semantic image segmentation
Liang-Chieh Chen, Yi Yang, Jiang Wang, Wei Xu, and Alan L. Yuille · 2016
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Surpassing humans in boundary detection using deep learning
Iasonas Kokkinos · 2016
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Learning depth from single monocular images using deep convolutional neural fields
F. Liu, C. Shen, G. Lin, and I. Reid · 2016
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Going deeper into first-person activity recognition
Kris Kitani Minghuang Ma · 2016
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