Publications

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Publications of Ivan Laptev

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.


  • H. Idrees, A. R. Zamir, Y.-G. Jiang, A. Gorban, I. Laptev, R. Sukthankar, and M. Shah. The THUMOS challenge on action recognition for videos ''in the wild''. Computer Vision and Image Understanding, 155:1-23, 2017.


  • G. Varol, I. Laptev, and C. Schmid. Long-term Temporal Convolutions for Action Recognition. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2017.


  • 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.


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


  • I. Junejo, E. Dexter, I. Laptev, and P. Pérez. View-Independent Action Recognition from Temporal Self-Similarities. IEEE Transactions on Pattern Analysis and Machine Intelligence, 33(1):172-185, 2011.


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.


  • G. Varol, J. Romero, X. Martin, N. Mahmood, Michael J. Black, I. Laptev, and C. Schmid. Learning from Synthetic Humans. 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.


  • V. Kantorov, M. Oquab, M. Cho, and I. Laptev. ContextLocNet: Context-aware Deep Network Models for Weakly Supervised Localization. In European Conference on Computer Vision, 2016.


  • S. Kwak, M. Cho, and I. Laptev. Thin-Slicing for Pose: Learning to Understand Pose without Explicit Pose Estimation. In IEEE Conference on Computer Vision and Pattern Recognition, 2016.


  • G. Seguin, P. Bojanowski, R. Lajugie, and I. Laptev. Instance-level video segmentation from object tracks. In IEEE Conference on Computer Vision and Pattern Recognition, 2016.


  • G. A. Sigurdsson, G. Varol, X. Wang, I. Laptev, A. Farhadi, and A. Gupta. Hollywood in Homes: Crowdsourcing Data Collection for Activity Understanding. In European Conference on Computer Vision, 2016.


  • P. Bojanowski, R. Lajugie, E. Grave, F. Bach, I. Laptev, J. Ponce, and C. Schmid. Weakly-Supervised Alignment of Video With Text. In International Conference on Computer Vision, 2015.


  • 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.


  • G. Cheron, I. Laptev, and C. Schmid. P-CNN: Pose-based CNN Features for Action Recognition. In International Conference on Computer Vision, 2015.


  • S. Kwak, M. Cho, I. Laptev, J. Ponce, and C. Schmid. Unsupervised Object Discovery and Tracking in Video Collections. In International Conference on Computer Vision, 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.


  • T.-H. Vu, A. Osokin, and I. Laptev. Context-Aware CNNs for Person Head Detection. In International Conference on Computer Vision, 2015.


  • 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.


  • V. Kantorov and I. Laptev. Efficient feature extraction, encoding and classification for action recognition. In IEEE Conference on Computer Vision and Pattern Recognition, 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.


  • H. Azizpour and I. Laptev. Object Detection Using Strongly-Supervised Deformable Part Models. In European Conference on Computer Vision, 2012.


  • 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.


  • M. Ullah and I. Laptev. Actlets: A novel local representation for human action recognition in video. In International Conference on Image Processing, 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.


  • K. Raja, I. Laptev, P. Perez, and L. Oisel. Joint pose estimation and action recognition in image graphs. In International Conference on Image Processing, 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.


  • 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/.


  • M.M. Ullah, S.N. Parizi, and I. Laptev. Improving Bag-of-Features Action Recognition with Non-Local Cues. In British Machine Vision Conference, 2010.


  • E. Dexter, P Pérez, and I. Laptev. Multi-View Synchronization of Human Actions and Dynamic Scenes. In British Machine Vision Conference, 2009.


  • 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.


  • M. Marsza\lek, I. Laptev, and C. Schmid. Actions in Context. In IEEE Conference on Computer Vision and Pattern Recognition, 2009.


  • H. Wang, M.M. Ullah, A. Kläser, I. Laptev, and C. Schmid. Evaluation of local spatio-temporal features for action recognition. In British Machine Vision Conference, 2009.



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