Beyond Short Snippets: Deep Networks for Video Classification

31 March 2015

Joe Yue-Hei Ng

Matthew J. Hausknecht

Sudheendra Vijayanarasimhan

Papers citing "Beyond Short Snippets: Deep Networks for Video Classification"

50 / 739 papers shown

Title
A Survey of Multi-View Representation Learning Yingming Li Ming Yang Zhongfei Zhang AI4TS 3DV 37 509 0 03 Oct 2016
CNN Architectures for Large-Scale Audio Classification Shawn Hershey Sourish Chaudhuri D. Ellis J. Gemmeke A. Jansen ... Rif A. Saurous Bryan Seybold M. Slaney Ron J. Weiss K. Wilson 59 2,470 0 29 Sep 2016
YouTube-8M: A Large-Scale Video Classification Benchmark Sami Abu-El-Haija Nisarg Kothari Joonseok Lee Apostol Natsev G. Toderici Balakrishnan Varadarajan Sudheendra Vijayanarasimhan VLM 53 1,261 0 27 Sep 2016
Deep Learning for Video Classification and Captioning Zuxuan Wu Ting Yao Yanwei Fu Yu-Gang Jiang 3DV VLM 30 123 0 22 Sep 2016
GeThR-Net: A Generalized Temporally Hybrid Recurrent Neural Network for Multimodal Information Fusion Ankit Gandhi Arjun Sharma Arijit Biswas Om Deshmukh AI4TS 21 12 0 17 Sep 2016
Using Spatial Pooler of Hierarchical Temporal Memory to classify noisy videos with predefined complexity Maciej Wielgosz Marcin Pietroñ 16 10 0 10 Sep 2016
Sequential Deep Trajectory Descriptor for Action Recognition with Three-stream CNN Yemin Shi Yonghong Tian Yaowei Wang Tiejun Huang 19 191 0 10 Sep 2016
A deep learning model for estimating story points Morakot Choetkiertikul Hoa Dam T. Tran Trang Pham A. Ghose Tim Menzies 24 170 0 02 Sep 2016
Temporal Convolutional Networks: A Unified Approach to Action Segmentation Colin S. Lea René Vidal A. Reiter Gregory Hager 34 740 0 29 Aug 2016
Sympathy for the Details: Dense Trajectories and Hybrid Classification Architectures for Action Recognition César Roberto de Souza Adrien Gaidon E. Vig A. Peña 27 44 0 25 Aug 2016
Large-scale Continuous Gesture Recognition Using Convolutional Neural Networks Pichao Wang W. Li Song Liu Yuyao Zhang Zhimin Gao P. Ogunbona SLR 45 50 0 22 Aug 2016
Leveraging Structural Context Models and Ranking Score Fusion for Human Interaction Prediction Qiuhong Ke Bennamoun Senjian An F. Boussaïd Ferdous Sohel 22 38 0 18 Aug 2016
Depth2Action: Exploring Embedded Depth for Large-Scale Action Recognition Yi Zhu Shawn D. Newsam 11 41 0 15 Aug 2016
Power Data Classification: A Hybrid of a Novel Local Time Warping and LSTM Yuanlong Li Han Hu Yonggang Wen Jun Zhang AI4TS 17 2 0 15 Aug 2016
Discriminatively Trained Latent Ordinal Model for Video Classification Karan Sikka Gaurav Sharma 24 11 0 08 Aug 2016
OpenCL-accelerated object classification in video streams using Spatial Pooler of Hierarchical Temporal Memory Maciej Wielgosz Marcin Pietroñ 15 6 0 05 Aug 2016
Temporal Segment Networks: Towards Good Practices for Deep Action Recognition Limin Wang Yuanjun Xiong Zhe Wang Yu Qiao Dahua Lin Xiaoou Tang Luc Van Gool ViT 23 3,801 0 02 Aug 2016
Exploiting Temporal Information for DCNN-based Fine-Grained Object Classification Zongyuan Ge Chris McCool Conrad Sanderson Peng Wang Lingqiao Liu Ian Reid Peter Corke 14 17 0 01 Aug 2016
Connectionist Temporal Modeling for Weakly Supervised Action Labeling De-An Huang Li Fei-Fei Juan Carlos Niebles 24 237 0 28 Jul 2016
Spatio-Temporal LSTM with Trust Gates for 3D Human Action Recognition Jun Liu Amir Shahroudy Dong Xu Gang Wang 49 1,099 0 24 Jul 2016
Hierarchical Attention Network for Action Recognition in Videos Yilin Wang Suhang Wang Jiliang Tang Neil O'Hare Yi-Ju Chang Baoxin Li BDL 30 82 0 21 Jul 2016
Bag of Attributes for Video Event Retrieval Leonardo A. Duarte O. A. B. Penatti Jurandy Almeida 19 3 0 18 Jul 2016
Context Matters: Refining Object Detection in Video with Recurrent Neural Networks Subarna Tripathi Zachary Chase Lipton Serge J. Belongie Truong Thao Nguyen ObjD 77 63 0 15 Jul 2016
Hierarchical Deep Temporal Models for Group Activity Recognition Mostafa S. Ibrahim S. Muralidharan Zhiwei Deng Arash Vahdat Greg Mori 77 445 0 09 Jul 2016
Tubelets: Unsupervised action proposals from spatiotemporal super-voxels Mihir Jain Jan van Gemert Hervé Jégou P. Bouthemy Cees G. M. Snoek ViT 24 24 0 07 Jul 2016
VideoLSTM Convolves, Attends and Flows for Action Recognition Zhenyang Li E. Gavves Mihir Jain Cees G. M. Snoek 50 463 0 06 Jul 2016
Deep Recurrent Convolutional Networks for Video-based Person Re-identification: An End-to-End Approach Lin Wu Chunhua Shen Anton Van Den Hengel 35 66 0 06 Jun 2016
Predicting Human Intentions from Motion Only: A 2D+3D Fusion Approach Andrea Zunino Jacopo Cavazza A. Koul A. Cavallo C. Becchio Vittorio Murino 17 5 0 31 May 2016
cvpaper.challenge in 2015 - A review of CVPR2015 and DeepSurvey Hirokatsu Kataoka Yudai Miyashita Tomoaki K. Yamabe Soma Shirakabe Shin-ichi Sato ... Kaori Abe Takaaki Imanari Naomichi Kobayashi Shinichiro Morita Akio Nakamura 24 2 0 26 May 2016
Learning Latent Sub-events in Activity Videos Using Temporal Attention Filters A. Piergiovanni Chenyou Fan Michael S. Ryoo 32 10 0 26 May 2016
Learning Deep Representations of Fine-grained Visual Descriptions Scott E. Reed Zeynep Akata Bernt Schiele Honglak Lee OCL VLM 176 840 0 17 May 2016
Human Action Localization with Sparse Spatial Supervision Philippe Weinzaepfel Xavier Martin Cordelia Schmid 17 47 0 17 May 2016
Going Deeper into Action Recognition: A Survey Samitha Herath Mehrtash Harandi Fatih Porikli 36 610 0 16 May 2016
Review of state-of-the-arts in artificial intelligence with application to AI safety problem V. Shakirov 20 10 0 11 May 2016
Hierarchical Bayesian Noise Inference for Robust Real-time Probabilistic Object Classification Shayegan Omidshafiei B. Lopez Jonathan P. How J. Vian 15 13 0 03 May 2016
Improved Dense Trajectory with Cross Streams Katsunori Ohnishi Masatoshi Hidaka Tatsuya Harada 14 15 0 29 Apr 2016
Real-time Action Recognition with Enhanced Motion Vector CNNs Bowen Zhang Limin Wang Zhe Wang Yu Qiao Hanli Wang 17 417 0 26 Apr 2016
Convolutional Two-Stream Network Fusion for Video Action Recognition Christoph Feichtenhofer A. Pinz Andrew Zisserman 36 2,605 0 22 Apr 2016
Learning Temporal Regularity in Video Sequences Mahmudul Hasan Jonghyun Choi J. Neumann A. Roy-Chowdhury L. Davis 50 1,089 0 15 Apr 2016
Long-term Temporal Convolutions for Action Recognition Gül Varol Ivan Laptev Cordelia Schmid 14 909 0 15 Apr 2016
Fast Object Localization Using a CNN Feature Map Based Multi-Scale Search Hyungtae Lee H. Kwon Archith J. Bency W. Nothwang ObjD 19 4 0 12 Apr 2016
Privacy-Preserving Human Activity Recognition from Extreme Low Resolution Michael S. Ryoo B. Rothrock Charles Fleming H. Yang PICV 17 174 0 12 Apr 2016
Counting Grid Aggregation for Event Retrieval and Recognition Zhanning Gao G. Hua Dongqing Zhang Jianru Xue N. Zheng 32 1 0 05 Apr 2016
Recurrent Mixture Density Network for Spatiotemporal Visual Attention Loris Bazzani Hugo Larochelle Lorenzo Torresani 26 133 0 27 Mar 2016
Deep Multimodal Feature Analysis for Action Recognition in RGB+D Videos Amir Shahroudy T. Ng Yihong Gong G. Wang 31 229 0 23 Mar 2016
Recurrent Dropout without Memory Loss Stanislau Semeniuta Aliaksei Severyn Erhardt Barth 29 222 0 16 Mar 2016
Large age-gap face verification by feature injection in deep networks Simone Bianco CVBM 24 86 0 19 Feb 2016
Segmental Spatiotemporal CNNs for Fine-grained Action Segmentation Colin S. Lea A. Reiter René Vidal Gregory Hager 12 268 0 09 Feb 2016
Learning Discriminative Features via Label Consistent Neural Network Zhuolin Jiang Yaming Wang L. Davis Walter Andrews Viktor Rozgic SSL 17 26 0 03 Feb 2016
Order-aware Convolutional Pooling for Video Based Action Recognition Peng Wang Lingqiao Liu Chunhua Shen Heng Tao Shen 29 25 0 31 Jan 2016