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1706.08276
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Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates
26 June 2017
Jun Liu
Amir Shahroudy
Dong Xu
Alex C. Kot
G. Wang
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Papers citing
"Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates"
44 / 94 papers shown
SAR-NAS: Skeleton-based Action Recognition via Neural Architecture Searching
Journal of Visual Communication and Image Representation (JVCIR), 2020
Haoyuan Zhang
Yonghong Hou
Pichao Wang
Zihui Guo
Wanqing Li
164
16
0
29 Oct 2020
Improving Skeleton-based Action Recognitionwith Robust Spatial and Temporal Features
Zeshi Yang
KangKang Yin
3DPC
165
3
0
01 Aug 2020
Mix Dimension in Poincaré Geometry for 3D Skeleton-based Action Recognition
ACM Multimedia (ACM MM), 2020
Wei Peng
Jingang Shi
Zhaoqiang Xia
Guoying Zhao
GNN
183
63
0
30 Jul 2020
Pedestrian Action Anticipation using Contextual Feature Fusion in Stacked RNNs
Amir Rasouli
Iuliia Kotseruba
John K. Tsotsos
146
138
0
13 May 2020
Effective Human Activity Recognition Based on Small Datasets
Bruce X. B. Yu
Yan Liu
Keith C. C. Chan
77
1
0
29 Apr 2020
SL-DML: Signal Level Deep Metric Learning for Multimodal One-Shot Action Recognition
Raphael Memmesheimer
Nick Theisen
Dietrich Paulus
412
46
0
23 Apr 2020
Signature features with the visibility transformation
International Conference on Pattern Recognition (ICPR), 2020
Yue-bo Wu
Hao Ni
Terrence J. Lyons
R. Hudson
494
4
0
08 Apr 2020
Feedback Graph Convolutional Network for Skeleton-based Action Recognition
IEEE Transactions on Image Processing (TIP), 2020
Hao Yang
D. Yan
Ling Zhang
Dong Li
Yunda Sun
Shaodi You
Stephen J. Maybank
208
129
0
17 Mar 2020
FineHand: Learning Hand Shapes for American Sign Language Recognition
IEEE International Conference on Automatic Face & Gesture Recognition (FG), 2020
Al Amin Hosain
P. Santhalingam
Parth H. Pathak
Huzefa Rangwala
Jana Kosecka
124
12
0
04 Mar 2020
Variational Conditional Dependence Hidden Markov Models for Skeleton-Based Action Recognition
International Symposium on Visual Computing (ISVC), 2020
Konstantinos P. Panousis
S. Chatzis
Sergios Theodoridis
93
1
0
13 Feb 2020
Towards High Performance Human Keypoint Detection
International Journal of Computer Vision (IJCV), 2020
Jing Zhang
Zhe Chen
Dacheng Tao
3DH
357
85
0
03 Feb 2020
Human Action Performance using Deep Neuro-Fuzzy Recurrent Attention Model
IEEE Access (IEEE Access), 2020
Nihar Bendre
Nima Ebadi
John J. Prevost
Paul Rad
HAI
225
24
0
29 Jan 2020
LE-HGR: A Lightweight and Efficient RGB-based Online Gesture Recognition Network for Embedded AR Devices
Hongwei Xie
Jiafang Wang
Baitao Shao
Jian Gu
Mingyang Li
96
5
0
16 Jan 2020
Deep-Aligned Convolutional Neural Network for Skeleton-based Action Recognition and Segmentation
Data Science and Engineering (DSE), 2019
Babak Hosseini
Romain Montagne
Barbara Hammer
115
23
0
12 Nov 2019
Predicting Long-Term Skeletal Motions by a Spatio-Temporal Hierarchical Recurrent Network
European Conference on Artificial Intelligence (ECAI), 2019
Junfeng Hu
Zhencheng Fan
Jun Liao
Li Liu
3DH
269
11
0
06 Nov 2019
Deep Independently Recurrent Neural Network (IndRNN)
Shuai Li
Wanqing Li
Chris Cook
Yanbo Gao
190
53
0
11 Oct 2019
Spatiotemporal Co-attention Recurrent Neural Networks for Human-Skeleton Motion Prediction
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
Xiangbo Shu
Liyan Zhang
Guo-Jun Qi
Wei Liu
Jinhui Tang
3DH
HAI
275
244
0
29 Sep 2019
Sign Language Recognition Analysis using Multimodal Data
International Conference on Data Science and Advanced Analytics (DSAA), 2019
Al Amin Hosain
P. Santhalingam
Parth H. Pathak
Jana Kosecka
Huzefa Rangwala
SLR
91
29
0
24 Sep 2019
Learning Coupled Spatial-temporal Attention for Skeleton-based Action Recognition
Jiayun Wang
107
2
0
23 Sep 2019
Adversarial Attack on Skeleton-based Human Action Recognition
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2019
Jian Liu
Naveed Akhtar
Lin Wang
AAML
150
76
0
14 Sep 2019
Skeleton Image Representation for 3D Action Recognition based on Tree Structure and Reference Joints
SIBGRAPI Conference on Graphics, Patterns and Images (SIBGRAPI), 2019
C. Caetano
Francois Bremond
William Robson Schwartz
161
142
0
11 Sep 2019
Discriminative Video Representation Learning Using Support Vector Classifiers
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
Jue Wang
A. Cherian
89
6
0
05 Sep 2019
Learning stochastic differential equations using RNN with log signature features
Shujian Liao
Terry Lyons
Weixin Yang
Hao Ni
374
47
0
22 Aug 2019
Survey on Deep Neural Networks in Speech and Vision Systems
M. Alam
Manar D. Samad
Lasitha Vidyaratne
Alexander M. Glandon
Khan M. Iftekharuddin
3DV
VLM
AI4TS
366
224
0
16 Aug 2019
SkeleMotion: A New Representation of Skeleton Joint Sequences Based on Motion Information for 3D Action Recognition
Advanced Video and Signal Based Surveillance (AVSS), 2019
C. Caetano
Jessica Sena
Francois Bremond
J. A. dos Santos
William Robson Schwartz
305
193
0
30 Jul 2019
A Comparative Review of Recent Kinect-based Action Recognition Algorithms
IEEE Transactions on Image Processing (TIP), 2019
Lei Wang
D. Huynh
Piotr Koniusz
140
235
0
24 Jun 2019
NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
Jun Liu
Amir Shahroudy
Mauricio Perez
G. Wang
Ling-yu Duan
Alex C. Kot
444
1,535
0
12 May 2019
Semantics-Guided Neural Networks for Efficient Skeleton-Based Human Action Recognition
Pengfei Zhang
Cuiling Lan
Wenjun Zeng
Junliang Xing
Jianru Xue
Nanning Zheng
3DH
416
512
0
02 Apr 2019
Skeleton-Based Online Action Prediction Using Scale Selection Network
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
Jun Liu
Amir Shahroudy
G. Wang
Ling-yu Duan
Alex C. Kot
231
149
0
08 Feb 2019
Optimized Skeleton-based Action Recognition via Sparsified Graph Regression
Yantao Du
Wei Hu
Jiaxiang Tang
Jiaying Liu
Zongming Guo
3DH
GNN
178
25
0
29 Nov 2018
RGB-D Based Action Recognition with Light-weight 3D Convolutional Networks
Haokui Zhang
Ying Li
Peng Wang
Yu Liu
Chunhua Shen
3DPC
211
11
0
24 Nov 2018
ActionXPose: A Novel 2D Multi-view Pose-based Algorithm for Real-time Human Action Recognition
Federico Angelini
Zeyu Fu
Yang Long
Ling Shao
S. M. Naqvi
114
22
0
29 Oct 2018
A Probabilistic Semi-Supervised Approach to Multi-Task Human Activity Modeling
Judith Butepage
Hedvig Kjellström
Danica Kragic
149
8
0
24 Sep 2018
RGB Video Based Tennis Action Recognition Using a Deep Historical Long Short-Term Memory
Jia-xin Cai
Xin Tang
108
5
0
02 Aug 2018
Contrastive Video Representation Learning via Adversarial Perturbations
Jue Wang
A. Cherian
144
1
0
24 Jul 2018
A Fine-to-Coarse Convolutional Neural Network for 3D Human Action Recognition
Thao Le Minh
Nakamasa Inoue
Koichi Shinoda
3DH
154
23
0
30 May 2018
A Double-Deep Spatio-Angular Learning Framework for Light Field based Face Recognition
Alireza Sepas-Moghaddam
M. A. Haque
P. Correia
Kamal Nasrollahi
T. Moeslund
F. Pereira
CVBM
130
38
0
25 May 2018
Memory Attention Networks for Skeleton-based Action Recognition
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2018
Chunyu Xie
Ce Li
Baochang Zhang
Chong Chen
Jungong Han
C. Zou
Jianzhuang Liu
168
186
0
23 Apr 2018
Video Representation Learning Using Discriminative Pooling
Jue Wang
A. Cherian
Fatih Porikli
Stephen Gould
FAtt
161
62
0
26 Mar 2018
Ensemble One-dimensional Convolution Neural Networks for Skeleton-based Action Recognition
Yangyang Xu
Lei Wang
227
80
0
08 Jan 2018
Skeleton-Based Human Action Recognition with Global Context-Aware Attention LSTM Networks
Jun Liu
G. Wang
Ling-yu Duan
Kamila Abdiyeva
Alex C. Kot
HAI
359
524
0
18 Jul 2017
Developing the Path Signature Methodology and its Application to Landmark-based Human Action Recognition
Weixin Yang
Terry Lyons
Hao Ni
Cordelia Schmid
Lianwen Jin
318
58
0
13 Jul 2017
Depth from Monocular Images using a Semi-Parallel Deep Neural Network (SPDNN) Hybrid Architecture
S. Bazrafkan
Hossein Javidnia
Joseph Lemley
Peter Corcoran
MDE
227
18
0
10 Mar 2017
Deep Multimodal Feature Analysis for Action Recognition in RGB+D Videos
Amir Shahroudy
T. Ng
Yihong Gong
G. Wang
258
240
0
23 Mar 2016
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