Publications

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Publications of Josef Sivic

Articles in journal or book chapters

  • J.-B. Alayrac, P. Bojanowski, N. Agrawal, I. Laptev, J. Sivic, and S. Lacoste-Julien. Learning from Narrated Instruction Videos. IEEE Transactions on Pattern Analysis and Machine Intelligence, PP(2):134-152, 2017.


  • M. Aubry, B. Russell, and J. Sivic. Visual Analysis and Geolocalization of Large-Scale Imagery, chapter Visual geo-localization of non-photographic depictions via 2D-3D alignment. Springer, 2015.


  • G. Seguin, K. Alahari, J. Sivic, and I. Laptev. Pose Estimation and Segmentation of Multiple People in Stereoscopic Movies. IEEE Transactions on Pattern Analysis and Machine Intelligence, 37(8):1643-1655, 2015.


  • A. Torii, J. Sivic, T. Pajdla, and M. Okutomi. Visual place recognition with repetitive structures. IEEE Transactions on Pattern Analysis and Machine Intelligence, 37(11):2346-2359, 2015.


  • M. Aubry, B. Russell, and J. Sivic. Painting-to-3D Model Alignment Via Discriminative Visual Elements. ACM Transactions on Graphics, 33(2):14:1-14:14, 2014.


  • M. Rodriguez, J. Sivic, and I. Laptev. Analysis of Crowded Scenes in Video. In Intelligent Video Surveillance Systems, pages 251-272. Wiley, 2012.


  • Carl Doersch, Saurabh Singh, Abhinav Gupta, Josef Sivic, and Alexei A. Efros. What Makes Paris Look like Paris?. ACM Transactions on Graphics (SIGGRAPH), 31(4):101:1-101:9, 2012.


  • O. Whyte, J. Sivic, A. Zisserman, and J. Ponce. Non-uniform Deblurring for Shaken Images. International Journal of Computer Vision, 98(2):168-186, 2012.


  • B. Kaneva, J. Sivic, A. Torralba, S. Avidan, and W. T. Freeman. Infinite Images: Creating and Exploring a Large Photorealistic Virtual Space. Proceedings of the IEEE, 98(8):1391-1407, 2010.


  • M. Everingham, J. Sivic, and A. Zisserman. Taking the Bite out of Automated Naming of Characters in TV Video. Image and Video Computing, 27(5):545-559, 2009.


  • J. Sivic and A. Zisserman. Efficient visual search of videos cast as text retrieval. IEEE Transactions on Pattern Analysis and Machine Intelligence, 31(4):591-606, 2009.


  • J. Sivic and A. Zisserman. Efficient Visual Search for Objects in Videos. Proceedings of the IEEE, 96(4):548-566, 2008.


Conference articles

  • J.-B. Alayrac, J. Sivic, I. Laptev, and S. Lacoste-Julien. Joint Discovery of Object States and Manipulation Actions. In International Conference on Computer Vision, 2017.


  • A. Miech, J.-B. Alayrac, P. Bojanowski, I. Laptev, and J. Sivic. Learning from Video and Text via Large-Scale Discriminative Clustering. In International Conference on Computer Vision, 2017.


  • J. Peyre, I. Laptev, C. Schmid, and J. Sivic. Weakly-supervised learning of visual relations. In International Conference on Computer Vision, 2017.


  • I. Rocco, R. Arandjelovic, and J. Sivic. Convolutional neural network architecture for geometric matching. In IEEE Conference on Computer Vision and Pattern Recognition, 2017.


  • J.-B. Alayrac, P. Bojanowski, N. Agrawal, I. Laptev, J. Sivic, and S. Lacoste-Julien. Unsupervised Learning from Narrated Instruction Videos. In IEEE Conference on Computer Vision and Pattern Recognition, 2016.


  • R. Arandjelovic, P. Gronat, A. Torii, T. Pajdla, and J. Sivic. NetVLAD: CNN architecture for weakly supervised place recognition. In IEEE Conference on Computer Vision and Pattern Recognition, 2016.


  • V. Chari, S. Lacoste-Julien, I. Laptev, and J. Sivic. On Pairwise Costs for Network Flow Multi-Object Tracking. In IEEE Conference on Computer Vision and Pattern Recognition, 2015.


  • S. Lee, N. Maisonneuve, D. Crandall, A. Efros, and J. Sivic. Linking Past to Present: Discovering Style in Two Centuries of Architecture. In International Conference on Computational Photography, 2015.


  • M. Oquab, L. Bottou, I. Laptev, and J. Sivic. Is object localization for free? -- Weakly-supervised learning with convolutional neural networks. In IEEE Conference on Computer Vision and Pattern Recognition, 2015.


  • A. Torii, R. Arandjelovic, J. Sivic, T. Pajdla, and M. Okutomi. 24/7 place recognition by view synthesis. In IEEE Conference on Computer Vision and Pattern Recognition, 2015.


  • M. Aubry, D. Maturana, A. Efros, B. Russell, and J. Sivic. Seeing 3D chairs: exemplar part-based 2D-3D alignment using a large dataset of CAD models. In IEEE Conference on Computer Vision and Pattern Recognition, 2014.


  • P. Bojanowski, R. Lajugie, F. Bach, I. Laptev, J. Ponce, C. Schmid, and J. Sivic. Weakly Supervised Action Labeling in Videos Under Ordering Constraints. In European Conference on Computer Vision, 2014.


  • M. Oquab, L. Bottou, I. Laptev, and J. Sivic. Learning and Transferring Mid-Level Image Representations using Convolutional Neural Networks. In IEEE Conference on Computer Vision and Pattern Recognition, 2014.


  • T.-H. Vu, C. Olsson, I. Laptev, A. Oliva, and J. Sivic. Predicting Actions from Static Scenes. In European Conference on Computer Vision, 2014.


  • K. Alahari, G. Seguin, J. Sivic, and I. Laptev. Pose Estimation and Segmentation of People in 3D Movies. In International Conference on Computer Vision, 2013.


  • P. Bojanowski, F. Bach, I. and Laptev, J. Ponce, C. Schmid, and J. Sivic. Finding Actors and Actions in Movies. In International Conference on Computer Vision, 2013.


  • P. Gronat, G. Obozinski, J. Sivic, and T Pajdla. Learning per-location classifiers for visual place recognition. In IEEE Conference on Computer Vision and Pattern Recognition, 2013.


  • A. Torii, J. Sivic, T. Pajdla, and M. Okutomi. Visual Place Recognition with Repetitive Structures. In IEEE Conference on Computer Vision and Pattern Recognition, 2013.


  • V. Delaitre, D. Fouhey, I. Laptev, J. Sivic, A. Gupta, and A. Efros. Scene semantics from long-term observation of people. In European Conference on Computer Vision, 2012.


  • D. Fouhey, V. Delaitre, A. Gupta, A. Efros, I. Laptev, and J. Sivic. People Watching: Human Actions as a Cue for Single-View Geometry. In European Conference on Computer Vision, 2012.


  • V. Delaitre, J. Sivic, and I. Laptev. Learning person-object interactions for action recognition in still images. In Advances in Neural Information Processing Systems, 2011.


  • J. Lezama, K. Alahari, J. Sivic, and I. Laptev. Track to the Future: Spatio-temporal Video Segmentation with Long-range Motion Cues. In IEEE Conference on Computer Vision and Pattern Recognition, 2011.


  • M. Rodriguez, I. Laptev, J. Sivic, and J.-Y. Audibert. Density-aware person detection and tracking in crowds. In International Conference on Computer Vision, 2011.


  • M. Rodriguez, J. Sivic, I. Laptev, and J.-Y. Audibert. Data-driven Crowd Analysis. In International Conference on Computer Vision, 2011.


  • B. C. Russell, J. Sivic, J. Ponce, and H. Dessales. Automatic Alignment of Paintings and Photographs Depicting a 3D Scene. In 3rd International IEEE Workshop on 3D Representation for Recognition (3dRR-11), with ICCV 2011, 2011.


  • A. Torii, J. Sivic, and T. Pajdla. Visual localization by linear combination of image descriptors. In Proceedings of the 2nd IEEE Workshop on Mobile Vision, with ICCV 2011, 2011.


  • O. Whyte, J. Sivic, and A. Zisserman. Deblurring Shaken and Partially Saturated Images. In Proceedings of the IEEE Workshop on Color and Photometry in Computer Vision, with ICCV 2011, 2011.


  • N. Cherniavsky, I. Laptev, J. Sivic, and A. Zisserman. Semi-supervised learning of facial attributes in video. In The first international workshop on parts and attributes (in conjunction with ECCV 2010), 2010.


  • V. Delaitre, I. Laptev, and J. Sivic. Recognizing human actions in still images: a study of bag-of-features and part-based representations. In British Machine Vision Conference, 2010. Note: Updated version, available at http://www.di.ens.fr/willow/research/stillactions/.


  • B. Kaneva, J. Sivic, A. Torralba, S. Avidan, and W. T. Freeman. Matching and Predicting Street Level Images. In ECCV 2010 Workshop on Vision for Cognitive Tasks, 2010.


  • J. Knopp, J. Sivic, and T. Pajdla. Avoiding confusing features in place recognition. In European Conference on Computer Vision, 2010.


  • J. Philbin, M. Isard, J. Sivic, and A. Zisserman. Descriptor learning for efficient retrieval. In European Conference on Computer Vision, 2010.


  • O. Whyte, J. Sivic, A. Zisserman, and J. Ponce. Non-uniform Deblurring for Shaken Images. In IEEE Conference on Computer Vision and Pattern Recognition, 2010.


  • O. Duchenne, I. Laptev, J. Sivic, F. Bach, and J. Ponce. Automatic Annotation of Human Actions in Video. In International Conference on Computer Vision, 2009.


  • B.C. Russell, A. Efros, J. Sivic, W.T. Freeman, and A. Zisserman. Segmenting Scenes by Matching Image Composites. In , 2009.


  • J. Sivic, M. Everingham, and A. Zisserman. ``Who are you?'': Learning person specific classifiers from video. In IEEE Conference on Computer Vision and Pattern Recognition, 2009.


  • O. Whyte, J. Sivic, and A. Zisserman. Get Out of my Picture! Internet-based Inpainting. In British Machine Vision Conference, 2009.


  • C. Liu, J. Yuen, A. Torralba, J. Sivic, and W. T. Freeman. SIFT Flow: Dense Correspondence across Different Scenes. In European Conference on Computer Vision, 2008.


  • James Philbin, Ondrej Chum, Michael Isard, J. Sivic, and A. Zisserman. Lost in Quantization: Improving Particular Object Retrieval in Large Scale Image Databases. In IEEE Conference on Computer Vision and Pattern Recognition, 2008.


  • James Philbin, J. Sivic, and A. Zisserman. Geometric LDA: A Generative Model for Particular Object Discovery. In British Machine Vision Conference, 2008.


  • J. Sivic, Biliana Kaneva, A. Torralba, Shai Avidan, and William T. Freeman. Creating and Exploring a Large Photorealistic Virtual Space. In Proceedings of the First IEEE Workshop on Internet Vision, 2008.


  • J. Sivic, Bryan C. Russell, A. Zisserman, William T. Freeman, and Alyosha A. Efros. Unsupervised discovery of visual object class hierarchies. In IEEE Conference on Computer Vision and Pattern Recognition, 2008.



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