Bag of Visual Words and Fusion Methods for Action Recognition: Comprehensive Study and Good Practice

18 May 2014

Xiaojiang Peng

Limin Wang

Xingxing Wang

Yu Qiao

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Papers citing "Bag of Visual Words and Fusion Methods for Action Recognition: Comprehensive Study and Good Practice"

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Title
Video Recognition in Portrait Mode Mingfei Han Linjie Yang Xiaojie Jin Jiashi Feng Xiaojun Chang Heng Wang 30 3 0 21 Dec 2023
In Defense of Clip-based Video Relation Detection Meng Wei Long Chen Wei Ji Xiaoyu Yue Roger Zimmermann 49 5 0 18 Jul 2023
CNN-Based Action Recognition and Pose Estimation for Classifying Animal Behavior from Videos: A Survey Michael Perez Corey Toler-Franklin MedIm 36 14 0 15 Jan 2023
TCGL: Temporal Contrastive Graph for Self-supervised Video Representation Learning Yang Liu Keze Wang Lingbo Liu Hao Lan Liang Lin SSL AI4TS 53 113 0 07 Dec 2021
Spatial-Temporal Alignment Network for Action Recognition and Detection Junwei Liang Liangliang Cao Xuehan Xiong Ting Yu Alexander G. Hauptmann 3DPC 18 9 0 04 Dec 2020
Predictive Coding Networks Meet Action Recognition Xia Huang Hossein Mousavi Gemma Roig 21 1 0 22 Oct 2019
Sketch-Specific Data Augmentation for Freehand Sketch Recognition Ying Zheng Huanjin Yao Xiaoshuai Sun Shengping Zhang Sicheng Zhao Fatih Porikli 30 15 0 14 Oct 2019
Fingerprint Presentation Attack Detection Based on Local Features Encoding for Unknown Attacks Lázaro J. González Soler M. Gomez-Barrero Leonardo Chang Airel Pérez-Suárez Christoph Busch AAML 27 48 0 27 Aug 2019
Correlation Net: Spatiotemporal multimodal deep learning for action recognition N. Yudistira Takio Kurita 32 21 0 22 Jul 2018
Automatic Classification of Defective Photovoltaic Module Cells in Electroluminescence Images S. Deitsch Vincent Christlein S. Berger C. Buerhop‐Lutz Andreas Maier F. Gallwitz Christian Riess 32 356 0 08 Jul 2018
Multi-modal Egocentric Activity Recognition using Audio-Visual Features Mehmet Ali Arabaci Fatih Özkan Elif Surer P. Jančovič A. Temi̇zel EgoV 27 17 0 02 Jul 2018
MTBI Identification From Diffusion MR Images Using Bag of Adversarial Visual Features Shervin Minaee Yao Wang Alp Aygar Sohae Chung X. Wang Yvonne W. Lui E. Fieremans S. Flanagan J. Rath MedIm 27 34 0 27 Jun 2018
Learning Representative Temporal Features for Action Recognition Ali Javidani Ahmad Mahmoudi-Aznaveh 31 10 0 19 Feb 2018
Attention Clusters: Purely Attention Based Local Feature Integration for Video Classification Xiang Long Chuang Gan Gerard de Melo Jiajun Wu Xiao-Chang Liu Shilei Wen 34 208 0 27 Nov 2017
Two-stream Flow-guided Convolutional Attention Networks for Action Recognition An Tran L. Cheong 22 53 0 30 Aug 2017
Lattice Long Short-Term Memory for Human Action Recognition Lin Sun Kui Jia Kevin Chen Dit-Yan Yeung Bertram E. Shi Silvio Savarese 27 154 0 13 Aug 2017
Traffic scene recognition based on deep cnn and vlad spatial pyramids F. Wu Shiyang Yan Jeremy S. Smith Bailing Zhang 38 7 0 24 Jul 2017
Unsupervised Feature Learning for Writer Identification and Writer Retrieval Vincent Christlein Martin Gropp Stefan Fiel Andreas Maier SSL 24 86 0 25 May 2017
Temporal Segment Networks for Action Recognition in Videos Limin Wang Yuanjun Xiong Zhe Wang Yu Qiao Dahua Lin Xiaoou Tang Luc Van Gool ViT 37 804 0 08 May 2017
Second-order Temporal Pooling for Action Recognition A. Cherian Stephen Gould EgoV 11 29 0 23 Apr 2017
ActionVLAD: Learning spatio-temporal aggregation for action classification Rohit Girdhar Deva Ramanan Abhinav Gupta Josef Sivic Bryan C. Russell AI4TS 30 450 0 10 Apr 2017
Two Stream LSTM: A Deep Fusion Framework for Human Action Recognition Harshala Gammulle Simon Denman Sridha Sridharan Clinton Fookes 32 164 0 04 Apr 2017
TS-LSTM and Temporal-Inception: Exploiting Spatiotemporal Dynamics for Activity Recognition Chih-Yao Ma Min-Hung Chen Z. Kira G. Al-Regib AI4TS 32 241 0 30 Mar 2017
Scene Flow to Action Map: A New Representation for RGB-D based Action Recognition with Convolutional Neural Networks Pichao Wang W. Li Zhimin Gao Yuyao Zhang Chang-Fu Tang P. Ogunbona 3DPC 174 131 0 28 Feb 2017
Ordered Pooling of Optical Flow Sequences for Action Recognition Jue Wang A. Cherian Fatih Porikli 30 45 0 12 Jan 2017
Personalized Video Recommendation Using Rich Contents from Videos Xingzhong Du Hongzhi Yin Ling-Hao Chen Yang Wang Yi Yang Xiaofang Zhou VGen 25 10 0 21 Dec 2016
Action Recognition with Dynamic Image Networks Hakan Bilen Basura Fernando Efstratios Gavves Andrea Vedaldi FAtt 29 222 0 02 Dec 2016
AdaScan: Adaptive Scan Pooling in Deep Convolutional Neural Networks for Human Action Recognition in Videos Amlan Kar Nishant Rai Karan Sikka Gaurav Sharma 32 152 0 24 Nov 2016
Learning long-term dependencies for action recognition with a biologically-inspired deep network Yemin Shi Yonghong Tian Yaowei Wang Tiejun Huang 29 63 0 16 Nov 2016
Sequential Deep Trajectory Descriptor for Action Recognition with Three-stream CNN Yemin Shi Yonghong Tian Yaowei Wang Tiejun Huang 27 191 0 10 Sep 2016
CUHK & ETHZ & SIAT Submission to ActivityNet Challenge 2016 Yuanjun Xiong Limin Wang Zhe Wang Bowen Zhang Hang Song Wei Li Dahua Lin Yu Qiao Luc Van Gool Xiaoou Tang 41 146 0 02 Aug 2016
Zero-Shot Visual Recognition via Bidirectional Latent Embedding Qian Wang Ke Chen BDL 33 164 0 07 Jul 2016
Going Deeper into First-Person Activity Recognition Minghuang Ma Haoqi Fan Kris Kitani EgoV 31 307 0 12 May 2016
Real-time Action Recognition with Enhanced Motion Vector CNNs Bowen Zhang Limin Wang Zhe Wang Yu Qiao Hanli Wang 41 417 0 26 Apr 2016
Cross-modal Supervision for Learning Active Speaker Detection in Video Punarjay Chakravarty Tinne Tuytelaars 28 67 0 29 Mar 2016
Order-aware Convolutional Pooling for Video Based Action Recognition Peng Wang Lingqiao Liu Chunhua Shen Heng Tao Shen 31 25 0 31 Jan 2016
Action Recognition with Image Based CNN Features Mahdyar Ravanbakhsh Hossein Mousavi Mohammad Rastegari Vittorio Murino L. Davis 31 63 0 13 Dec 2015
Pooling the Convolutional Layers in Deep ConvNets for Action Recognition Shichao Zhao Yanbin Liu Yahong Han Richang Hong FAtt 29 64 0 06 Nov 2015
Better Exploiting OS-CNNs for Better Event Recognition in Images Limin Wang Zhe Wang Sheng Guo Yu Qiao 30 24 0 14 Oct 2015
Human Action Recognition using Factorized Spatio-Temporal Convolutional Networks Lin Sun Kui Jia Dit-Yan Yeung Bertram E. Shi 27 532 0 02 Oct 2015
Action Recognition with Trajectory-Pooled Deep-Convolutional Descriptors Limin Wang Yu Qiao Xiaoou Tang 44 1,156 0 19 May 2015
Learning Spatiotemporal Features with 3D Convolutional Networks Du Tran Lubomir D. Bourdev Rob Fergus Lorenzo Torresani Manohar Paluri 3DPC 36 410 0 02 Dec 2014
Beyond Gaussian Pyramid: Multi-skip Feature Stacking for Action Recognition Zhenzhong Lan Ming Lin Xuanchong Li Alexander G. Hauptmann Bhiksha Raj 33 292 0 24 Nov 2014
A Discriminative CNN Video Representation for Event Detection Zhongwen Xu Yi Yang Alexander G. Hauptmann 54 449 0 14 Nov 2014
Two-Stream Convolutional Networks for Action Recognition in Videos Karen Simonyan Andrew Zisserman 127 7,497 0 09 Jun 2014