Modeling Spatial-Temporal Clues in a Hybrid Deep Learning Framework for Video Classification

7 April 2015

Zuxuan Wu

Papers citing "Modeling Spatial-Temporal Clues in a Hybrid Deep Learning Framework for Video Classification"

41 / 41 papers shown

Title
Real-time Neural Network Inference on Extremely Weak Devices: Agile Offloading with Explainable AI Kai Huang Wei Gao 27 35 0 21 Dec 2023
TempT: Temporal consistency for Test-time adaptation O. Mutlu Mohammadmahdi Honarmand Saimourya Surabhi Dennis Paul Wall 35 6 0 19 Mar 2023
Efficient Robustness Assessment via Adversarial Spatial-Temporal Focus on Videos Xingxing Wei Songping Wang Huanqian Yan AAML 26 15 0 03 Jan 2023
Video Imprint Zhanning Gao Le Wang Nebojsa Jojic Zhenxing Niu N. Zheng G. Hua 32 5 0 07 Jun 2021
Driving Style Representation in Convolutional Recurrent Neural Network Model of Driver Identification Sobhan Moosavi P. Mahajan Srinivasan Parthasarathy Colleen Saunders-Chukwu R. Ramnath AILaw 26 16 0 11 Feb 2021
CyclingNet: Detecting cycling near misses from video streams in complex urban scenes with deep learning M. Ibrahim James Haworth Nicola Christie T. Cheng 36 14 0 31 Jan 2021
Modality Compensation Network: Cross-Modal Adaptation for Action Recognition Sijie Song Jiaying Liu Yanghao Li Zongming Guo 32 43 0 31 Jan 2020
Temporal Reasoning Graph for Activity Recognition Jingran Zhang Fumin Shen Xing Xu Heng Tao Shen 39 60 0 27 Aug 2019
A Hybrid RNN-HMM Approach for Weakly Supervised Temporal Action Segmentation Hilde Kuehne Alexander Richard Juergen Gall 27 82 0 03 Jun 2019
Exploring Temporal Information for Improved Video Understanding Yi Zhu 25 0 0 25 May 2019
Video Trajectory Classification and Anomaly Detection Using Hybrid CNN-VAE Santhosh Kelathodi Kumaran D. P. Dogra P. Roy Adway Mitra 29 16 0 18 Dec 2018
Deep Air Quality Forecasting Using Hybrid Deep Learning Framework Shengdong Du Tianrui Li Yan Yang S. Horng AI4TS 24 311 0 12 Dec 2018
Examining Deep Learning Architectures for Crime Classification and Prediction Panagiotis Stalidis T. Semertzidis P. Daras 14 61 0 03 Dec 2018
Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series Charlotte Pelletier Geoffrey I. Webb F. Petitjean 24 431 0 26 Nov 2018
Object Detection with Deep Learning: A Review Zhong-Qiu Zhao Peng Zheng Shou-tao Xu Xindong Wu ObjD 42 3,959 0 15 Jul 2018
Videos as Space-Time Region Graphs Xinyu Wang Abhinav Gupta 36 752 0 05 Jun 2018
Action Recognition with Coarse-to-Fine Deep Feature Integration and Asynchronous Fusion Weiyao Lin Yang Mi Jianxin Wu K. Lu H. Xiong 27 37 0 20 Nov 2017
Skeleton-aided Articulated Motion Generation Yichao Yan Jingwei Xu Bingbing Ni Xiaokang Yang 3DH 35 87 0 04 Jul 2017
Predicting Human Interaction via Relative Attention Model Yichao Yan Bingbing Ni Xiaokang Yang 16 20 0 26 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
Weakly Supervised Action Learning with RNN based Fine-to-coarse Modeling Alexander Richard Hilde Kuehne Juergen Gall 34 196 0 23 Mar 2017
PKU-MMD: A Large Scale Benchmark for Continuous Multi-Modal Human Action Understanding Chunhui Liu Yueyu Hu Yanghao Li Sijie Song Jiaying Liu VLM 29 235 0 22 Mar 2017
Deep Heterogeneous Feature Fusion for Template-Based Face Recognition Navaneeth Bodla Jingxiao Zheng Hongyu Xu Jun-Cheng Chen Carlos D. Castillo Rama Chellappa CVBM 31 65 0 15 Feb 2017
Short-term traffic flow forecasting with spatial-temporal correlation in a hybrid deep learning framework Yuankai Wu Huachun Tan AI4TS 34 249 0 03 Dec 2016
An End-to-End Spatio-Temporal Attention Model for Human Action Recognition from Skeleton Data Sijie Song Cuiling Lan Junliang Xing Wenjun Zeng Jiaying Liu 50 978 0 18 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
Learning Language-Visual Embedding for Movie Understanding with Natural-Language Atousa Torabi Niket Tandon Leonid Sigal 22 97 0 26 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
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
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
Depth2Action: Exploring Embedded Depth for Large-Scale Action Recognition Yi Zhu Shawn D. Newsam 27 41 0 15 Aug 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
VideoLSTM Convolves, Attends and Flows for Action Recognition Zhenyang Li E. Gavves Mihir Jain Cees G. M. Snoek 50 463 0 06 Jul 2016
Bidirectional Long-Short Term Memory for Video Description Yi Bin Yang Yang Zi Huang Fumin Shen Xing Xu Heng Tao Shen 39 60 0 15 Jun 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
Online Human Action Detection using Joint Classification-Regression Recurrent Neural Networks Yanghao Li Cuiling Lan Junliang Xing Wenjun Zeng Chunfen Yuan Jiaying Liu 27 209 0 19 Apr 2016
Segmental Spatiotemporal CNNs for Fine-grained Action Segmentation Colin S. Lea A. Reiter René Vidal Gregory Hager 16 268 0 09 Feb 2016
Learning to Extract Motion from Videos in Convolutional Neural Networks Damien Teney M. Hebert 16 71 0 27 Jan 2016
Jointly Modeling Embedding and Translation to Bridge Video and Language Yingwei Pan Tao Mei Ting Yao Houqiang Li Y. Rui 41 535 0 07 May 2015
Exploiting Feature and Class Relationships in Video Categorization with Regularized Deep Neural Networks Yu-Gang Jiang Zuxuan Wu Jun Wang Xiangyang Xue Shih-Fu Chang 50 360 0 25 Feb 2015
Transfer Learning for Video Recognition with Scarce Training Data for Deep Convolutional Neural Network Yu-Chuan Su Tzu-Hsuan Chiu Chun-Yen Yeh Hsinfu Huang Winston H. Hsu 27 27 0 15 Sep 2014