Long-Term Feature Banks for Detailed Video Understanding.
作者： Philipp Krähenbühl , Kaiming He , Christoph Feichtenhofer , Ross Girshick , Chao-Yuan Wu
DOI:
关键词:
摘要: … -term feature bank to explicitly enable these interactions. … feature bank L and a feature bank operator FBO(S, L) that computes interactions between the short-term and long-term features…
harvard.edu
arxiv.org参考文章(54)
Du Tran, Lubomir Bourdev, Rob Fergus, Lorenzo Torresani, Manohar Paluri, Learning Spatiotemporal Features with 3D Convolutional Networks 2015 IEEE International Conference on Computer Vision (ICCV). pp. 4489- 4497 ,(2015) , 10.1109/ICCV.2015.510
Ross Girshick, Fast R-CNN international conference on computer vision. pp. 1440- 1448 ,(2015) , 10.1109/ICCV.2015.169
Philippe Weinzaepfel, Zaid Harchaoui, Cordelia Schmid, Learning to Track for Spatio-Temporal Action Localization 2015 IEEE International Conference on Computer Vision (ICCV). pp. 3164- 3172 ,(2015) , 10.1109/ICCV.2015.362
Christian Szegedy, Sergey Ioffe, Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift international conference on machine learning. ,vol. 1, pp. 448- 456 ,(2015)
Tsung-Yi Lin, Michael Maire, Serge Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, C. Lawrence Zitnick, Microsoft COCO: Common Objects in Context Computer Vision – ECCV 2014. pp. 740- 755 ,(2014) , 10.1007/978-3-319-10602-1_48
Georgia Gkioxari, Jitendra Malik, Finding action tubes computer vision and pattern recognition. pp. 759- 768 ,(2015) , 10.1109/CVPR.2015.7298676
Joe Yue-Hei Ng, Matthew Hausknecht, Sudheendra Vijayanarasimhan, Oriol Vinyals, Rajat Monga, George Toderici, Beyond short snippets: Deep networks for video classification computer vision and pattern recognition. pp. 4694- 4702 ,(2015) , 10.1109/CVPR.2015.7299101
Jeff Donahue, Lisa Anne Hendricks, Sergio Guadarrama, Marcus Rohrbach, Subhashini Venugopalan, Trevor Darrell, Kate Saenko, Long-term recurrent convolutional networks for visual recognition and description computer vision and pattern recognition. pp. 2625- 2634 ,(2015) , 10.1109/CVPR.2015.7298878
Andrej Karpathy, George Toderici, Sanketh Shetty, Thomas Leung, Rahul Sukthankar, Li Fei-Fei, Large-Scale Video Classification with Convolutional Neural Networks computer vision and pattern recognition. pp. 1725- 1732 ,(2014) , 10.1109/CVPR.2014.223
Tim Althoff, Hyun Oh Song, Trevor Darrell, Detection bank Proceedings of the 20th ACM international conference on Multimedia - MM '12. pp. 1065- 1068 ,(2012) , 10.1145/2393347.2396384