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Unstructured Human Activity Detection from RGBD Images
v1v2 (latest)

Unstructured Human Activity Detection from RGBD Images

IEEE International Conference on Robotics and Automation (ICRA), 2011
1 July 2011
Jaeyong Sung
Colin Ponce
B. Selman
Ashutosh Saxena
ArXiv (abs)PDFHTML

Papers citing "Unstructured Human Activity Detection from RGBD Images"

50 / 71 papers shown
Video Understanding by Design: How Datasets Shape Architectures and Insights
Video Understanding by Design: How Datasets Shape Architectures and Insights
Lei Wang
Piotr Koniusz
Yongsheng Gao
3DVVGenAI4TS
292
0
0
11 Sep 2025
Flow Snapshot Neurons in Action: Deep Neural Networks Generalize to
  Biological Motion Perception
Flow Snapshot Neurons in Action: Deep Neural Networks Generalize to Biological Motion Perception
Shuangpeng Han
Ziyu Wang
Mengmi Zhang
295
6
0
26 May 2024
Self-supervised 3D Patient Modeling with Multi-modal Attentive Fusion
Self-supervised 3D Patient Modeling with Multi-modal Attentive Fusion
Meng Zheng
Benjamin Planche
Xuan Gong
Fan Yang
Terrence Chen
Ziyan Wu
3DH
220
9
0
05 Mar 2024
A Survey on Deep Learning Techniques for Action Anticipation
A Survey on Deep Learning Techniques for Action Anticipation
Zeyun Zhong
Manuel Martin
Michael Voit
Juergen Gall
Jürgen Beyerer
AI4CE
385
18
0
29 Sep 2023
3DInAction: Understanding Human Actions in 3D Point Clouds
3DInAction: Understanding Human Actions in 3D Point CloudsComputer Vision and Pattern Recognition (CVPR), 2023
Yizhak Ben-Shabat
Oren Shrout
Stephen Gould
3DPC
214
11
0
11 Mar 2023
An Efficient Framework for Few-shot Skeleton-based Temporal Action
  Segmentation
An Efficient Framework for Few-shot Skeleton-based Temporal Action Segmentation
Leiyang Xu
Qianqian Wang
Xiaotian Lin
Lin Yuan
MedIm
157
8
0
20 Jul 2022
LocATe: End-to-end Localization of Actions in 3D with Transformers
LocATe: End-to-end Localization of Actions in 3D with Transformers
Jiankai Sun
Bolei Zhou
Michael J. Black
Arjun Chandrasekaran
342
9
0
21 Mar 2022
Human Activity Recognition Using Tools of Convolutional Neural Networks:
  A State of the Art Review, Data Sets, Challenges and Future Prospects
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
176
170
0
02 Feb 2022
A Novel Skeleton-Based Human Activity Discovery Using Particle Swarm
  Optimization with Gaussian Mutation
A Novel Skeleton-Based Human Activity Discovery Using Particle Swarm Optimization with Gaussian MutationIEEE Transactions on Human-Machine Systems (IEEE Trans. Hum.-Mach. Syst.), 2022
Parham Hadikhani
D. Lai
Wee-Hong Ong
444
8
0
14 Jan 2022
CLIP-Event: Connecting Text and Images with Event Structures
CLIP-Event: Connecting Text and Images with Event StructuresComputer Vision and Pattern Recognition (CVPR), 2022
Pengfei Yu
Ruochen Xu
Shuohang Wang
Luowei Zhou
Xudong Lin
Chenguang Zhu
Michael Zeng
Heng Ji
Shih-Fu Chang
VLMCLIP
238
149
0
13 Jan 2022
Motion Planning in Dynamic Environments Using Context-Aware Human
  Trajectory Prediction
Motion Planning in Dynamic Environments Using Context-Aware Human Trajectory Prediction
M. N. Finean
Luka V. Petrović
W. Merkt
Ivan Marković
Ioannis Havoutis
296
25
0
13 Jan 2022
Analysis and Evaluation of Kinect-based Action Recognition Algorithms
Analysis and Evaluation of Kinect-based Action Recognition Algorithms
Lei Wang
307
23
0
16 Dec 2021
ZS-SLR: Zero-Shot Sign Language Recognition from RGB-D Videos
ZS-SLR: Zero-Shot Sign Language Recognition from RGB-D Videos
R. Rastgoo
Kourosh Kiani
Sergio Escalera
SLR
201
10
0
23 Aug 2021
Real-time Human Action Recognition Using Locally Aggregated
  Kinematic-Guided Skeletonlet and Supervised Hashing-by-Analysis Model
Real-time Human Action Recognition Using Locally Aggregated Kinematic-Guided Skeletonlet and Supervised Hashing-by-Analysis ModelIEEE Transactions on Cybernetics (IEEE Trans. Cybern.), 2021
Bin Sun
Shaofan Wang
Dehui Kong
Lichun Wang
Baocai Yin
175
11
0
24 May 2021
Video Action Understanding
Video Action Understanding
Matthew Hutchinson
V. Gadepally
413
27
0
13 Oct 2020
Visual Methods for Sign Language Recognition: A Modality-Based Review
Visual Methods for Sign Language Recognition: A Modality-Based Review
B. Seddik
N. Amara
SLR
266
1
0
22 Sep 2020
Exploiting the ConvLSTM: Human Action Recognition using Raw Depth
  Video-Based Recurrent Neural Networks
Exploiting the ConvLSTM: Human Action Recognition using Raw Depth Video-Based Recurrent Neural Networks
Adrián Sánchez-Caballero
D. Fuentes-Jiménez
Cristina Losada-Gutiérrez
199
30
0
13 Jun 2020
Simultaneous Learning from Human Pose and Object Cues for Real-Time
  Activity Recognition
Simultaneous Learning from Human Pose and Object Cues for Real-Time Activity RecognitionIEEE International Conference on Robotics and Automation (ICRA), 2020
Brian Reily
Qingzhao Zhu
Christopher M. Reardon
Haotong Zhang
178
10
0
26 Mar 2020
Human Action Recognition and Assessment via Deep Neural Network
  Self-Organization
Human Action Recognition and Assessment via Deep Neural Network Self-Organization
G. I. Parisi
201
9
0
04 Jan 2020
Human activity recognition from skeleton poses
Human activity recognition from skeleton poses
F. B. Klein
Angelo Cangelosi
150
0
0
20 Aug 2019
ChaLearn Looking at People: IsoGD and ConGD Large-scale RGB-D Gesture
  Recognition
ChaLearn Looking at People: IsoGD and ConGD Large-scale RGB-D Gesture RecognitionIEEE 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
304
30
0
29 Jul 2019
A-MAL: Automatic Movement Assessment Learning from Properly Performed
  Movements in 3D Skeleton Videos
A-MAL: Automatic Movement Assessment Learning from Properly Performed Movements in 3D Skeleton Videos
Tal Hakim
I. Shimshoni
327
10
0
23 Jul 2019
A Comparative Review of Recent Kinect-based Action Recognition
  Algorithms
A Comparative Review of Recent Kinect-based Action Recognition AlgorithmsIEEE Transactions on Image Processing (TIP), 2019
Lei Wang
D. Huynh
Piotr Koniusz
168
239
0
24 Jun 2019
Understanding Human Context in 3D Scenes by Learning Spatial Affordances
  with Virtual Skeleton Models
Understanding Human Context in 3D Scenes by Learning Spatial Affordances with Virtual Skeleton Models
L. Piyathilaka
S. Kodagoda
3DH
107
1
0
13 Jun 2019
Synthetic Defocus and Look-Ahead Autofocus for Casual Videography
Synthetic Defocus and Look-Ahead Autofocus for Casual VideographyACM Transactions on Graphics (TOG), 2019
X. Zhang
Kevin Blackburn-Matzen
Vivien Nguyen
Dillon Yao
You Zhang
Ren Ng
VGen
212
48
0
15 May 2019
Robust Deep Multi-Modal Sensor Fusion using Fusion Weight Regularization
  and Target Learning
Robust Deep Multi-Modal Sensor Fusion using Fusion Weight Regularization and Target Learning
Myung Seok Shim
Chenye Zhao
Yongqian Li
Xuchong Zhang
Wenrui Zhang
Peng Li
OODAAML
415
0
0
29 Jan 2019
Skeleton-based Activity Recognition with Local Order Preserving Match of
  Linear Patches
Skeleton-based Activity Recognition with Local Order Preserving Match of Linear Patches
Yaqiang Yao
Yan Liu
Huanhuan Chen
180
0
0
01 Nov 2018
Action Representations in Robotics: A Taxonomy and Systematic
  Classification
Action Representations in Robotics: A Taxonomy and Systematic Classification
P. Zech
Erwan Renaudo
Simon Haller
Xiang Zhang
J. Piater
154
20
0
12 Sep 2018
Human Action Recognition and Prediction: A Survey
Human Action Recognition and Prediction: A SurveyInternational Journal of Computer Vision (IJCV), 2018
Yu Kong
Y. Fu
561
778
0
28 Jun 2018
Action4D: Real-time Action Recognition in the Crowd and Clutter
Action4D: Real-time Action Recognition in the Crowd and Clutter
Quanzeng You
Hao Jiang
3DPCHAI
235
7
0
06 Jun 2018
Spatio-Temporal Graph Convolution for Skeleton Based Action Recognition
Spatio-Temporal Graph Convolution for Skeleton Based Action RecognitionAAAI Conference on Artificial Intelligence (AAAI), 2018
Chaolong Li
Zhen Cui
Wenming Zheng
Chunyan Xu
Zhiqiang Wang
214
182
0
27 Feb 2018
Joint Attention in Driver-Pedestrian Interaction: from Theory to
  Practice
Joint Attention in Driver-Pedestrian Interaction: from Theory to Practice
Amir Rasouli
John K. Tsotsos
251
33
0
07 Feb 2018
Deep-Temporal LSTM for Daily Living Action Recognition
Deep-Temporal LSTM for Daily Living Action Recognition
Srijan Das
Michal Koperski
Francois Bremond
Gianpiero Francesca
228
12
0
01 Feb 2018
Using a single RGB frame for real time 3D hand pose estimation in the
  wild
Using a single RGB frame for real time 3D hand pose estimation in the wild
Paschalis Panteleris
Iason Oikonomidis
Antonis Argyros
3DH
335
219
0
11 Dec 2017
From Lifestyle Vlogs to Everyday Interactions
From Lifestyle Vlogs to Everyday Interactions
David Fouhey
Weicheng Kuo
Alexei A. Efros
Jitendra Malik
232
131
0
06 Dec 2017
Robust 3D Action Recognition through Sampling Local Appearances and
  Global Distributions
Robust 3D Action Recognition through Sampling Local Appearances and Global Distributions
Mengyuan Liu
Hong Liu
Chen Chen
3DPC
332
40
0
04 Dec 2017
Action-Attending Graphic Neural Network
Action-Attending Graphic Neural Network
Chaolong Li
Zhen Cui
Wenming Zheng
Chunyan Xu
Rongrong Ji
Zhiqiang Wang
171
53
0
17 Nov 2017
Simultaneous Joint and Object Trajectory Templates for Human Activity
  Recognition from 3-D Data
Simultaneous Joint and Object Trajectory Templates for Human Activity Recognition from 3-D Data
S. Ghodsi
Hoda Mohammadzade
Erfan Korki
148
15
0
05 Nov 2017
A self-organizing neural network architecture for learning human-object
  interactions
A self-organizing neural network architecture for learning human-object interactions
L. Mici
G. I. Parisi
S. Wermter
232
35
0
05 Oct 2017
CLAD: A Complex and Long Activities Dataset with Rich Crowdsourced
  Annotations
CLAD: A Complex and Long Activities Dataset with Rich Crowdsourced Annotations
Jawad Tayyub
Majd Hawasly
David C. Hogg
Anthony G. Cohn
145
5
0
11 Sep 2017
Complexity-Aware Assignment of Latent Values in Discriminative Models
  for Accurate Gesture Recognition
Complexity-Aware Assignment of Latent Values in Discriminative Models for Accurate Gesture Recognition
Manoel Horta Ribeiro
Bruno Teixeira
Antônio Otávio Fernandes
Wagner Meira, Jr
Erickson R. Nascimento
135
0
0
01 Apr 2017
Learning and Refining of Privileged Information-based RNNs for Action
  Recognition from Depth Sequences
Learning and Refining of Privileged Information-based RNNs for Action Recognition from Depth Sequences
Zhiyuan Shi
Tae-Kyun Kim
311
83
0
28 Mar 2017
Two-Stream RNN/CNN for Action Recognition in 3D Videos
Two-Stream RNN/CNN for Action Recognition in 3D Videos
Rui Zhao
Haider Ali
Patrick van der Smagt
MedIm
247
116
0
22 Mar 2017
PKU-MMD: A Large Scale Benchmark for Continuous Multi-Modal Human Action
  Understanding
PKU-MMD: A Large Scale Benchmark for Continuous Multi-Modal Human Action Understanding
Chunhui Liu
Yueyu Hu
Yanghao Li
Sijie Song
Jiaying Liu
VLM
196
280
0
22 Mar 2017
Simultaneous Feature and Body-Part Learning for Real-Time Robot
  Awareness of Human Behaviors
Simultaneous Feature and Body-Part Learning for Real-Time Robot Awareness of Human BehaviorsIEEE International Conference on Robotics and Automation (ICRA), 2017
Fei Han
Xue Yang
Christopher M. Reardon
Yu Zhang
Hao Zhang
293
11
0
24 Feb 2017
Dynamic Action Recognition: A convolutional neural network model for
  temporally organized joint location data
Dynamic Action Recognition: A convolutional neural network model for temporally organized joint location data
Adhavan Jayabalan
H. Karunakaran
Shravan Murlidharan
Tesia Shizume
HAI
112
7
0
20 Dec 2016
A Survey of Visual Analysis of Human Motion and Its Applications
A Survey of Visual Analysis of Human Motion and Its Applications
Qifei Wang
273
8
0
02 Aug 2016
Dynamic Probabilistic Network Based Human Action Recognition
Dynamic Probabilistic Network Based Human Action Recognition
Ann-Kathrin Veenendaal
E. Jones
Zhao Gang
E. Daly
Sumalini Vartak
Rahul Patwardhan
179
9
0
26 Jul 2016
Kinematic-Layout-aware Random Forests for Depth-based Action Recognition
Kinematic-Layout-aware Random Forests for Depth-based Action Recognition
Seungryul Baek
Zhiyuan Shi
M. Kawade
Tae-Kyun Kim
331
15
0
23 Jul 2016
Co-occurrence Feature Learning for Skeleton based Action Recognition
  using Regularized Deep LSTM Networks
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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