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1912.08077
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Multi-task Deep Learning for Real-Time 3D Human Pose Estimation and Action Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2019
15 December 2019
D. Luvizon
Hedi Tabia
David Picard
3DH
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Papers citing
"Multi-task Deep Learning for Real-Time 3D Human Pose Estimation and Action Recognition"
39 / 39 papers shown
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H
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OT: Hierarchical Hourglass Tokenizer for Efficient Video Pose Transformers
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2025
W. Li
Mengyuan Liu
Hong Liu
Pichao Wang
Shijian Lu
Andrii Zadaianchuk
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124
1
0
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Flash-VStream: Efficient Real-Time Understanding for Long Video Streams
Haoji Zhang
Yiqin Wang
Yansong Tang
Yong-Jin Liu
Jiashi Feng
Xiaojie Jin
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265
11
0
30 Jun 2025
Intelligent Image Sensing for Crime Analysis: A ML Approach towards Enhanced Violence Detection and Investigation
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133
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16 Jun 2025
Mamba-Driven Topology Fusion for Monocular 3D Human Pose Estimation
Zenghao Zheng
Lianping Yang
Jinshan Pan
Hegui Zhu
Mamba
3DH
362
0
0
27 May 2025
Spectral Compression Transformer with Line Pose Graph for Monocular 3D Human Pose Estimation
Pattern Recognition (Pattern Recogn.), 2025
Zenghao Zheng
Lianping Yang
Hegui Zhu
Mingrui Ye
ViT
232
0
0
27 May 2025
Multi-task Learning For Joint Action and Gesture Recognition
Konstantinos Spathis
N. Kardaris
Petros Maragos
168
1
0
23 May 2025
EAGLE: Egocentric AGgregated Language-video Engine
ACM Multimedia (MM), 2024
Jing Bi
Yunlong Tang
Luchuan Song
Ali Vosoughi
Nguyen Nguyen
Chenliang Xu
223
16
0
26 Sep 2024
LangPose: Language-Aligned Motion for Robust 3D Human Pose Estimation
Longyun Liao
Rong Zheng
3DH
518
0
0
31 Aug 2024
Flash-VStream: Memory-Based Real-Time Understanding for Long Video Streams
Haoji Zhang
Yiqin Wang
Yansong Tang
Yong-Jin Liu
Jiashi Feng
Jifeng Dai
Xiaojie Jin
342
92
0
12 Jun 2024
Deep video representation learning: a survey
Elham Ravanbakhsh
Yongqing Liang
J. Ramanujam
Xin Li
217
5
0
10 May 2024
Multi-hop graph transformer network for 3D human pose estimation
Journal of Visual Communication and Image Representation (JVCIR), 2024
Zaedul Islam
A. Ben Hamza
198
15
0
05 May 2024
Deep learning for 3D human pose estimation and mesh recovery: A survey
Yang Liu
Changzhen Qiu
Zhiyong Zhang
3DH
240
24
0
29 Feb 2024
Hourglass Tokenizer for Efficient Transformer-Based 3D Human Pose Estimation
Computer Vision and Pattern Recognition (CVPR), 2023
Shuheng Zhou
Mengyuan Liu
Hong Liu
Pichao Wang
Jia Cai
Andrii Zadaianchuk
ViT
3DH
259
28
0
20 Nov 2023
Multi-task deep learning for large-scale building detail extraction from high-resolution satellite imagery
Zhen Qian
Min Chen
Zhuo Sun
Fan Zhang
Qingsong Xu
Jinzhao Guo
Zhiwei Xie
Zhixin Zhang
237
3
0
29 Oct 2023
ActionPrompt: Action-Guided 3D Human Pose Estimation With Text and Pose Prompting
IEEE International Conference on Multimedia and Expo (ICME), 2023
Hongwei Zheng
Han Li
Bowen Shi
Wenrui Dai
Botao Wan
Yu Sun
Mingzhe Guo
H. Xiong
3DH
232
9
0
18 Jul 2023
E
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3
Pose: Energy-Efficient Edge-assisted Multi-camera System for Multi-human 3D Pose Estimation
International Conference on Internet-of-Things Design and Implementation (IoTDI), 2023
Letian Zhang
Jie Xu
138
0
0
21 Jan 2023
Egocentric Video Task Translation
Computer Vision and Pattern Recognition (CVPR), 2022
Zihui Xue
Yale Song
Kristen Grauman
Lorenzo Torresani
EgoV
260
18
0
13 Dec 2022
Human Activity Recognition Using Cascaded Dual Attention CNN and Bi-Directional GRU Framework
Journal of Imaging (JI), 2022
Hayat Ullah
Arslan Munir
HAI
161
41
0
09 Aug 2022
"Teaching Independent Parts Separately" (TIPSy-GAN) : Improving Accuracy and Stability in Unsupervised Adversarial 2D to 3D Pose Estimation
Peter Hardy
S. Dasmahapatra
Hansung Kim
209
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0
12 May 2022
Dual networks based 3D Multi-Person Pose Estimation from Monocular Video
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Yu-Feng Cheng
Bo Wang
R. Tan
3DH
265
24
0
02 May 2022
PedRecNet: Multi-task deep neural network for full 3D human pose and orientation estimation
Dennis Burgermeister
Cristóbal Curio
3DH
CVBM
180
17
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25 Apr 2022
Human Activity Recognition Using Tools of Convolutional Neural Networks: A State of the Art Review, Data Sets, Challenges and Future Prospects
Md. Milon Islam
Sheikh Nooruddin
Fakhri Karray
Muhammad Ghulam
BDL
139
162
0
02 Feb 2022
HHP-Net: A light Heteroscedastic neural network for Head Pose estimation with uncertainty
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Giorgio Cantarini
Federico Figari Tomenotti
Nicoletta Noceti
Francesca Odone
3DH
160
14
0
02 Nov 2021
Adaptive Multi-view and Temporal Fusing Transformer for 3D Human Pose Estimation
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2021
Hui Shuai
Lele Wu
Qingshan Liu
ViT
263
61
0
11 Oct 2021
Learnable Triangulation for Deep Learning-based 3D Reconstruction of Objects of Arbitrary Topology from Single RGB Images
Tarek Ben Charrada
Hedi Tabia
A. Chetouani
Hamid Laga
3DV
123
0
0
24 Sep 2021
A Proposed Set of Communicative Gestures for Human Robot Interaction and an RGB Image-based Gesture Recognizer Implemented in ROS
Jianxun Tan
Wesley P. Chan
Nicole L. Robinson
Elizabeth A. Croft
Dana Kulić
84
7
0
21 Sep 2021
UNIK: A Unified Framework for Real-world Skeleton-based Action Recognition
British Machine Vision Conference (BMVC), 2021
Di Yang
Yaohui Wang
A. Dantcheva
Lorenzo Garattoni
Gianpiero Francesca
Francois Bremond
193
57
0
19 Jul 2021
Can Super Resolution be used to improve Human Pose Estimation in Low Resolution Scenarios?
Peter Hardy
S. Dasmahapatra
Hansung Kim
SupR
3DH
220
1
0
05 Jul 2021
Action Transformer: A Self-Attention Model for Short-Time Pose-Based Human Action Recognition
Vittorio Mazzia
Simone Angarano
Francesco Salvetti
Federico Angelini
Marcello Chiaberge
ViT
454
168
0
01 Jul 2021
Learning Twofold Heterogeneous Multi-Task by Sharing Similar Convolution Kernel Pairs
Knowledge-Based Systems (KBS), 2021
Quan Feng
Songcan Chen
171
6
0
29 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
580
699
0
22 Dec 2020
Learning View-Disentangled Human Pose Representation by Contrastive Cross-View Mutual Information Maximization
Computer Vision and Pattern Recognition (CVPR), 2020
Long Zhao
Yuxiao Wang
Jiaping Zhao
Liangzhe Yuan
Jennifer J. Sun
Florian Schroff
Hartwig Adam
Xi Peng
Dimitris N. Metaxas
Ting Liu
SSL
261
32
0
02 Dec 2020
Selective Spatio-Temporal Aggregation Based Pose Refinement System: Towards Understanding Human Activities in Real-World Videos
Di Yang
Rui Dai
Yaohui Wang
Rupayan Mallick
Luca Minciullo
Gianpiero Francesca
Francois Bremond
205
16
0
10 Nov 2020
View-Invariant, Occlusion-Robust Probabilistic Embedding for Human Pose
International Journal of Computer Vision (IJCV), 2020
Ting Liu
Jennifer J. Sun
Long Zhao
Jiaping Zhao
Liangzhe Yuan
Yuxiao Wang
Liang-Chieh Chen
Florian Schroff
Hartwig Adam
357
19
0
23 Oct 2020
Tilting at windmills: Data augmentation for deep pose estimation does not help with occlusions
International Conference on Pattern Recognition (ICPR), 2020
Rafal Pytel
O. Kayhan
Jan van Gemert
3DPC
196
6
0
20 Oct 2020
MeTRAbs: Metric-Scale Truncation-Robust Heatmaps for Absolute 3D Human Pose Estimation
IEEE Transactions on Biometrics Behavior and Identity Science (TBBIS), 2020
István Sárándi
Timm Linder
Kai O. Arras
Bastian Leibe
3DH
244
101
0
12 Jul 2020
View-Invariant Probabilistic Embedding for Human Pose
European Conference on Computer Vision (ECCV), 2019
Jennifer J. Sun
Jiaping Zhao
Liang-Chieh Chen
Florian Schroff
Hartwig Adam
Ting Liu
632
88
0
02 Dec 2019
A generalizable approach for multi-view 3D human pose regression
A. Kadkhodamohammadi
N. Padoy
3DH
193
83
0
27 Apr 2018
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