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1702.08652
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Scene Flow to Action Map: A New Representation for RGB-D based Action Recognition with Convolutional Neural Networks
Computer Vision and Pattern Recognition (CVPR), 2017
28 February 2017
Pichao Wang
W. Li
Zhimin Gao
Yuyao Zhang
Chang-Fu Tang
P. Ogunbona
3DPC
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Papers citing
"Scene Flow to Action Map: A New Representation for RGB-D based Action Recognition with Convolutional Neural Networks"
50 / 63 papers shown
Deep video representation learning: a survey
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Yongqing Liang
J. Ramanujam
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MVSA-Net: Multi-View State-Action Recognition for Robust and Deployable Trajectory Generation
Ehsan Asali
Prashant Doshi
Jin Sun
363
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14 Nov 2023
Egocentric RGB+Depth Action Recognition in Industry-Like Settings
Jyoti Kini
Sarah Fleischer
I. Dave
Mubarak Shah
EgoV
301
5
0
25 Sep 2023
Multi-stage Factorized Spatio-Temporal Representation for RGB-D Action and Gesture Recognition
ACM Multimedia (ACM MM), 2023
Yujun Ma
Benjia Zhou
Ruili Wang
Pichao Wang
SLR
294
14
0
23 Aug 2023
One-Shot Action Recognition via Multi-Scale Spatial-Temporal Skeleton Matching
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Siyuan Yang
Jun Liu
Shijian Lu
Er Meng Hwa
Alex C. Kot
364
21
0
14 Jul 2023
milliFlow: Scene Flow Estimation on mmWave Radar Point Cloud for Human Motion Sensing
European Conference on Computer Vision (ECCV), 2023
Fangqiang Ding
Zhen Luo
Peijun Zhao
Chris Xiaoxuan Lu
812
26
0
29 Jun 2023
Learning Scene Flow With Skeleton Guidance For 3D Action Recognition
Vasileios Magoulianitis
A. Psaltis
3DH
3DPC
324
0
0
23 Jun 2023
Cross-view Action Recognition via Contrastive View-invariant Representation
Yuexi Zhang
Dan Luo
Balaji Sundareshan
Mario Sznaier
Octavia Camps
306
1
0
02 May 2023
Self-Supervised 3D Action Representation Learning with Skeleton Cloud Colorization
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Siyuan Yang
Jun Liu
Shijian Lu
Er Meng Hwa
Yongjian Hu
Alex C. Kot
3DPC
3DH
382
32
0
18 Apr 2023
Transformers in Action Recognition: A Review on Temporal Modeling
Elham Shabaninia
Hossein Nezamabadi-pour
Fatemeh Shafizadegan
ViT
301
16
0
29 Dec 2022
A Unified Multimodal De- and Re-coupling Framework for RGB-D Motion Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Benjia Zhou
Pichao Wang
Jun Wan
Yan-Ni Liang
Fan Wang
249
29
0
16 Nov 2022
ModSelect: Automatic Modality Selection for Synthetic-to-Real Domain Generalization
Zdravko Marinov
Alina Roitberg
David Schneider
Rainer Stiefelhagen
353
6
0
19 Aug 2022
Contrastive Positive Mining for Unsupervised 3D Action Representation Learning
European Conference on Computer Vision (ECCV), 2022
Haoyuan Zhang
Yonghong Hou
Wenjing Zhang
Wanqing Li
SSL
222
60
0
06 Aug 2022
M-FUSE: Multi-frame Fusion for Scene Flow Estimation
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Lukas Mehl
Azin Jahedi
Jenny Schmalfuss
Andrés Bruhn
3DPC
321
18
0
12 Jul 2022
A Comparative Analysis of Decision-Level Fusion for Multimodal Driver Behaviour Understanding
Alina Roitberg
Kunyu Peng
Zdravko Marinov
C. Seibold
David Schneider
Rainer Stiefelhagen
306
23
0
10 Apr 2022
Decoupling and Recoupling Spatiotemporal Representation for RGB-D-based Motion Recognition
Benjia Zhou
Pichao Wang
Jun Wan
Yanyan Liang
Fan Wang
Du Zhang
Zhen Lei
Hao Li
Rong Jin
250
37
0
16 Dec 2021
DeepMoCap: Deep Optical Motion Capture Using Multiple Depth Sensors and Retro-Reflectors
Anargyros Chatzitofis
D. Zarpalas
Stefanos D. Kollias
P. Daras
220
29
0
14 Oct 2021
Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning
IEEE International Conference on Computer Vision (ICCV), 2021
Siyuan Yang
Jun Liu
Shijian Lu
Meng Hwa Er
Alex C. Kot
3DH
3DPC
339
112
0
04 Aug 2021
Trear: Transformer-based RGB-D Egocentric Action Recognition
IEEE Transactions on Cognitive and Developmental Systems (IEEE TCDS), 2021
Xiangyu Li
Yonghong Hou
Pichao Wang
Zhimin Gao
Mingliang Xu
Wanqing Li
ViT
489
102
0
05 Jan 2021
Human Action Recognition from Various Data Modalities: A Review
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020
Zehua Sun
Qiuhong Ke
Hossein Rahmani
Mohammed Bennamoun
Gang Wang
Jun Liu
MU
779
751
0
22 Dec 2020
Group-Skeleton-Based Human Action Recognition in Complex Events
ACM Multimedia (ACM MM), 2020
Tingtian Li
Zixun Sun
Xiao Chen
290
7
0
26 Nov 2020
Do not trust the neighbors! Adversarial Metric Learning for Self-Supervised Scene Flow Estimation
Victor Zuanazzi
SSL
3DPC
225
0
0
01 Nov 2020
Adversarial Self-Supervised Scene Flow Estimation
International Conference on 3D Vision (3DV), 2020
Victor Zuanazzi
Joris van Vugt
Olaf Booij
Pascal Mettes
3DPC
SSL
200
10
0
01 Nov 2020
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
226
16
0
29 Oct 2020
Vision and Inertial Sensing Fusion for Human Action Recognition : A Review
IEEE Sensors Journal (IEEE Sens. J.), 2020
Sharmin Majumder
N. Kehtarnavaz
363
80
0
02 Aug 2020
Exploiting the ConvLSTM: Human Action Recognition using Raw Depth Video-Based Recurrent Neural Networks
Adrián Sánchez-Caballero
D. Fuentes-Jiménez
Cristina Losada-Gutiérrez
207
30
0
13 Jun 2020
3DFCNN: Real-Time Action Recognition using 3D Deep Neural Networks with Raw Depth Information
Multimedia tools and applications (MTA), 2020
Adrián Sánchez-Caballero
Sergio de López-Diz
D. Fuentes-Jiménez
Cristina Losada-Gutiérrez
Marta Marrón-Romera
D. Casillas-Pérez
Mohammad Ibrahim Sarker
HAI
287
81
0
13 Jun 2020
Action Recognition Using Volumetric Motion Representations
Michael Peven
Gregory Hager
A. Reiter
3DPC
257
0
0
19 Nov 2019
ChaLearn Looking at People: IsoGD and ConGD Large-scale RGB-D Gesture Recognition
IEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2019
Jun Wan
Chi Lin
Longyin Wen
Yunan Li
Qiguang Miao
Sergio Escalera
G. Anbarjafari
Isabelle M Guyon
G. Guo
Stan Z. Li
3DV
307
31
0
29 Jul 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
586
1,619
0
12 May 2019
SA-Net: Deep Neural Network for Robot Trajectory Recognition from RGB-D Streams
Nihal Soans
Ehsan Asali
Yi Hong
Prashant Doshi
179
2
0
10 May 2019
Translate-to-Recognize Networks for RGB-D Scene Recognition
Computer Vision and Pattern Recognition (CVPR), 2019
Dapeng Du
Limin Wang
Huiling Wang
Kai Zhao
Gangshan Wu
218
55
0
28 Apr 2019
Unsupervised Learning of View-invariant Action Representations
Junnan Li
Yongkang Wong
Qi Zhao
Mohan Kankanhalli
SSL
249
109
0
06 Sep 2018
Correlation Net: Spatiotemporal multimodal deep learning for action recognition
Signal processing. Image communication (SPIC), 2018
N. Yudistira
Takio Kurita
413
23
0
22 Jul 2018
Action4D: Real-time Action Recognition in the Crowd and Clutter
Quanzeng You
Hao Jiang
3DPC
HAI
235
7
0
06 Jun 2018
Graph Edge Convolutional Neural Networks for Skeleton Based Action Recognition
Xikun Zhang
Chang Xu
Xinmei Tian
Dacheng Tao
3DH
GNN
356
181
0
16 May 2018
Motion Fused Frames: Data Level Fusion Strategy for Hand Gesture Recognition
Okan Kopuklu
Neslihan Köse
Gerhard Rigoll
335
122
0
19 Apr 2018
Learning Rigidity in Dynamic Scenes with a Moving Camera for 3D Motion Field Estimation
Zhaoyang Lv
Kihwan Kim
Alejandro J. Troccoli
Deqing Sun
James M. Rehg
Jan Kautz
296
92
0
12 Apr 2018
Depth Pooling Based Large-scale 3D Action Recognition with Convolutional Neural Networks
Pichao Wang
W. Li
Zhimin Gao
Chang-Fu Tang
P. Ogunbona
3DV
432
155
0
17 Mar 2018
Cooperative Training of Deep Aggregation Networks for RGB-D Action Recognition
Pichao Wang
Wanqing Li
Jun Wan
P. Ogunbona
Xinwang Liu
332
79
0
05 Dec 2017
RGB-D-based Human Motion Recognition with Deep Learning: A Survey
Pichao Wang
W. Li
P. Ogunbona
Jun Wan
Sergio Escalera
3DH
273
377
0
31 Oct 2017
A Generative Restricted Boltzmann Machine Based Method for High-Dimensional Motion Data Modeling
S. Nie
Ziheng Wang
Q. Ji
195
53
0
21 Oct 2017
Skeleton-based Action Recognition Using LSTM and CNN
Chuankun Li
Pichao Wang
Shuang Wang
Yonghong Hou
W. Li
HAI
275
187
0
06 Jul 2017
Investigation of Different Skeleton Features for CNN-based 3D Action Recognition
Zewei Ding
Pichao Wang
P. Ogunbona
W. Li
227
95
0
02 May 2017
Large-scale Isolated Gesture Recognition Using Convolutional Neural Networks
International Conference on Pattern Recognition (ICPR), 2016
Pichao Wang
W. Li
Song Liu
Zhimin Gao
Chang-Fu Tang
P. Ogunbona
283
97
0
07 Jan 2017
Action Recognition Based on Joint Trajectory Maps Using Convolutional Neural Networks
Pichao Wang
Zhihao Li
Yonghong Hou
W. Li
375
382
0
08 Nov 2016
Large-scale Continuous Gesture Recognition Using Convolutional Neural Networks
International Conference on Pattern Recognition (ICPR), 2016
Pichao Wang
W. Li
Song Liu
Yuyao Zhang
Zhimin Gao
P. Ogunbona
SLR
320
54
0
22 Aug 2016
Spatio-Temporal LSTM with Trust Gates for 3D Human Action Recognition
Jun Liu
Amir Shahroudy
Dong Xu
Gang Wang
551
1,200
0
24 Jul 2016
NTU RGB+D: A Large Scale Dataset for 3D Human Activity Analysis
Amir Shahroudy
Jun Liu
T. Ng
G. Wang
590
2,891
0
11 Apr 2016
Co-occurrence Feature Learning for Skeleton based Action Recognition using Regularized Deep LSTM Networks
Wentao Zhu
Cuiling Lan
Junliang Xing
Wenjun Zeng
Yanghao Li
Li Shen
Xiaohui Xie
354
918
0
24 Mar 2016
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