Mobile QR Code QR CODE

※ The user interface design of www.ieiespc.org has been recently revised and updated. Please contact inter@theieie.org for any inquiries regarding paper submission.

Journal Search

  1. Home
  2. Archive
  3. 2024-12 (Vol.13 No.06)
  4. 10.5573/IEIESPC.2024.13.6.587
XML PDF INFO REF

REFERENCES

1 
J. Zhao, J. Li, and J. Jian, ``A study on posture-based teacher-student behavioral engagement pattern,'' Sustainable Cities and Society, Vol. 67, 102749, Apr. 2021.DOI
2 
W. Xie, Y. Tao, J. Gao, D. Zhou, and W. Wang, ``YOWO Based Real-time Recognition of Classroom Learning Behaviors,'' Modern Educational Technology (in Chinese), Vol. 32, no. 6, pp. 107-114, Jun. 2022.DOI
3 
A. Dosovitskiy, et al., ``An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale,'' arXiv preprint arXiv:2010.11929, 2021.DOI
4 
X. Wang, R. Girshick, A. Gupta, and K. He, "Non-local Neural Networks," in Proc. of CVPR, pp. 7794-7803, Jun. 2018.DOI
5 
J Carreira, and A. Zisserman, ``Quo Vadis, Action Recognition? A New Model and the Kinetics Dataset,'' in Proc. of CVPR, pp. 4724-4733, Jul. 2017.DOI
6 
C. Feichtenhofer, ``X3D: Expanding Architectures for Efficient Video Recognition,'' in Proc. of CVPR, pp. 200-210, Jun. 2020.DOI
7 
C. Feichtenhofer, H. Fan, J. Malik and K. He, ``SlowFast Networks for Video Recognition,'' in Proc. of ICCV, pp. 6201-6210, Oct. 2019.DOI
8 
V. Kalogeiton, P. Weinzaepfel, V. Ferrari, and C. Schmid, ``Action tubelet detector for spatio-temporal action localization,'' in Proc. of ICCV, pp. 4415-4423, Oct. 2017.DOI
9 
Y. Li, Z. Wang, L. Wang, and G. Wu, ``Actions as Moving Points,'' in Proc. of ECCV, Part XVI 16, pp. 68-84, Aug. 2020.DOI
10 
J. Liu, A. Shahroudy, D. Xu, and G. Wang, ``Spatio-Temporal LSTM with Trust Gates for 3D Human Action Recognition,'' in Proc. of ECCV, Part III 14, pp. 816-833, Jul. 2016.DOI
11 
W. Zheng, L. Li, Z. Zhang, Y. Huang and L. Wang, ``Relational Network for Skeleton-Based Action Recognition,'' in Proc. of ICME, pp. 826-831, Jul. 2019.DOI
12 
J. Tu, M. Liu and H. Liu, "Skeleton-Based Human Action Recognition Using Spatial Temporal 3D Convolutional Neural Networks," in Proc. of ICME, pp. 1-6, Jul. 2018.DOI
13 
C. Li, Q. Zhong, D. Xie, and S. Pu, "Co-occurrence Feature Learning from Skeleton Data for Action Recognition and Detection with Hierarchical Aggregation," in Proc. of IJCAI, pp. 786-792, Jul. 2018.DOI
14 
S. Yan, Y. Xiong, and D. Lin, " Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition," in Proc. of AAAI, pp. 7444-7452, Feb. 2018.DOI
15 
Y. Wen, L. Gao, H. Fu, F. Zhang, and S. Xia, "Graph CNNs with Motif and Variable Temporal Block for Skeleton-Based Action Recognition," in Proc. of AAAI, pp. 8989-8996, Jan. 2019.DOI
16 
K. Thakkar, and P. J. Narayanan, "Part-based Graph Convolutional Network for Action Recognition," arXiv preprint arXiv:1809.04983, 2018.DOI
17 
N. A. Flanders, "Analyzing teacher behavior," Massachusetts: Addison-Wesley, 1970.URL
18 
Y. Zhang, et al., "AI Education Based on Evaluating Concentration of Students in Class: Using Machine Vision to Recognize Students’ Classroom Behavior," in Proc. of ICVIP, pp. 126-133, Dec. 2021.DOI
19 
Y. Huang, M. Liang, X. Wang, Z. Chen, and X.Cao, ``Multi-person classroom action recognition in classroom teaching videos based on deep spatiotemporal residual convolution neural network,'' Journal of Computer Applications (in Chinese), Vol. 42, no. 3, pp. 736-742, Mar. 2022.DOI
20 
F. Lin, H. H. Ngo, C. R. Dow, K. H. Lam, and H. L. Le, ``Student Behavior Recognition System for the Classroom Environment Based on Skeleton Pose Estimation and Person Detection,'' Sensors, Vol. 21, no. 16, 5314, Aug. 2021.DOI
21 
J. Mo, R. Zhu, H. Yuan, Z. Shou, and L. Chen, ``Student behavior recognition based on multitask learning,'' Multimedia Tools and Applications, Vol. 82, no. 12, pp. 19091-19108, May. 2023.DOI
22 
S. Zhang, et al., ``MSTA-SlowFast: A Student Behavior Detector for Classroom Environments,'' Sensors, Vol. 23, no. 11, 5205, May. 2023.DOI
23 
X. Xu, and J. Zhang, ``Classroom Behavior Recognition of Students Based on Improved YOWO Algorithm,'' Computer Systems & Applications (in Chinese), Vol. 33, no. 4, pp. 113-122, Jan. 2024.DOI
24 
F. Steinbr\"{u}cker, T. Pock and D. Cremers, "Large displacement optical flow computation without warping," in Proc. of ICCV, pp. 1609-1614, Sep. 2009.DOI
25 
Z. Yang, A. Zeng, C. Yuan, and Y. Li, "Effective Whole-body Pose Estimation with Two-stages Distillation," in Proc. of ICCVW, pp. 4212-4222, Oct. 2023.DOI
26 
N. Crasto, P. Weinzaepfel, K. Alahari, and C. Schmid, "MARS: Motion-Augmented RGB Stream for Action Recognition," in Proc. of CVPR, pp. 7874-7883, Jun. 2019.DOI
27 
O. K\"{o}p\"{u}kl\"{u}, X. Wei, and G. Rigoll, ``You Only Watch Once: A Unified CNN Architecture for Real-Time Spatiotemporal Action Localization,'' arXiv preprint arXiv:1911.06644, 2021.DOI
28 
J. Zhao, et al., "TubeR: Tubelet Transformer for Video Action Detection," in Proc. of CVPR, pp. 13588-13597, Jun. 2022.DOI
29 
L. Shi, Y. Zhang, J. Cheng, and H. Lu, "Two-Stream Adaptive Graph Convolutional Networks for Skeleton-Based Action Recognition," in Proc. of CVPR, pp. 12018-12027, Jun. 2019.DOI
30 
Z. Chen, S. Li, B. Yang, Q. Li, and H. Liu, "Multi-Scale Spatial Temporal Graph Convolutional Network for Skeleton-Based Action Recognition," in Proc. of AAAI, Vol. 35, no. 2, pp. 1113-1122., Feb. 2021.DOI
31 
Z. Zheng, Y. Wang, X. Zhang, and J. Wang, ``Multi-Scale Adaptive Aggregate Graph Convolutional Network for Skeleton-Based Action Recognition,'' Applied Sciences, Vol. 12, no. 3, 1402, Jan. 2022.DOI