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@inproceedings{bb212405,
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@inproceedings{bb212406,
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@article{bb212407,
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@article{bb212408,
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@article{bb212409,
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@article{bb212426,
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@article{bb212429,
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@inproceedings{bb212430,
        AUTHOR = "Nida, N. and Yousaf, M.H. and Irtaza, A. and Velastin, S.A.",
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@article{bb212431,
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@article{bb212432,
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@article{bb212433,
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@article{bb212435,
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@article{bb212436,
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@article{bb212437,
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@article{bb212440,
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@inproceedings{bb212441,
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@article{bb212442,
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@article{bb212443,
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@article{bb212444,
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@article{bb212448,
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@article{bb212449,
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@article{bb212450,
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@article{bb212452,
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@article{bb212453,
        AUTHOR = "Zhang, W.L. and Jia, R.S. and Wang, H. and Che, C.Y. and Sun, H.M.",
        TITLE = "A Self-Supervised Learning Network for Student Engagement Recognition
From Facial Expressions",
        JOURNAL = CirSysVideo,
        VOLUME = "34",
        YEAR = "2024",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "12399-12410",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207752"}

@article{bb212454,
        AUTHOR = "Bei, Y.J. and Guo, S.Y. and Gao, K.W. and Feng, Z.",
        TITLE = "Behavior capture guided engagement recognition",
        JOURNAL = PR,
        VOLUME = "164",
        YEAR = "2025",
        PAGES = "111534",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207753"}

@article{bb212455,
        AUTHOR = "Tao, R.J. and Qian, X.Y. and Das, R.K. and Gao, X.X. and Wang, J. and Li, H.Z.",
        TITLE = "Enhancing Real-World Active Speaker Detection With Multi-Modal
Extraction Pre-Training",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "2362-2373",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207754"}

@article{bb212456,
        AUTHOR = "Cai, T. and Xiong, Y. and He, C.Y. and Wu, C. and Cai, L.Q.",
        TITLE = "Classroom teacher behavior analysis: The TBU dataset and performance
evaluation",
        JOURNAL = CVIU,
        VOLUME = "257",
        YEAR = "2025",
        PAGES = "104376",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207755"}

@article{bb212457,
        AUTHOR = "Xu, L. and Gan, Y.L. and Jin, Y.",
        TITLE = "Class Activation Regularization-Based Facial Emotion Recognition
Network and its Application in Students' Emotional Engagement
Assessment",
        JOURNAL = AffCom,
        VOLUME = "16",
        YEAR = "2025",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "1044-1055",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207756"}

@article{bb212458,
        AUTHOR = "Wang, L. and Xu, X.L.",
        TITLE = "DB-SBR: A dual-backbone model for student behavior recognition",
        JOURNAL = PR,
        VOLUME = "169",
        YEAR = "2026",
        PAGES = "111996",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207757"}

@article{bb212459,
        AUTHOR = "Tan, Z.L. and Gao, C.Q. and Qin, A. and Chen, R.X. and Song, T.C. and Yang, F. and Meng, D.Y.",
        TITLE = "Towards Student Actions in Classroom Scenes: New Dataset and Baseline",
        JOURNAL = MultMed,
        VOLUME = "27",
        YEAR = "2025",
        PAGES = "6831-6844",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207758"}

@article{bb212460,
        AUTHOR = "Zhang, X.L. and Miao, H.N. and Zhao, P.Z. and Sun, Y.Q. and Nan, F. and Morteza, S. and Wu, Y.Q. and Tian, F.",
        TITLE = "Student gaze target estimation based on depth transformation on
dual-view classroom images",
        JOURNAL = CVIU,
        VOLUME = "262",
        YEAR = "2025",
        PAGES = "104533",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207759"}

@article{bb212461,
        AUTHOR = "Li, G. and Yi, J.Y. and Wen, Z.Q. and Fu, R. and Wang, Y.W. and Tao, J.H.",
        TITLE = "MSSG: Multi-Scale Speaker Graph Network for Active Speaker Detection",
        JOURNAL = MultMed,
        VOLUME = "28",
        YEAR = "2026",
        PAGES = "140-151",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207760"}

@article{bb212462,
        AUTHOR = "Li, W.S. and Zhang, J. and Zhuo, L. and Tian, Q.",
        TITLE = "HMS^2Net: Heterogeneous Multimodal State Space Network via CLIP for
Dynamic Scene Classification in Livestreaming",
        JOURNAL = MultMed,
        VOLUME = "28",
        YEAR = "2026",
        PAGES = "772-785",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207761"}

@article{bb212463,
        AUTHOR = "Kim, H. and Shin, J.W.",
        TITLE = "Target Speaker Extraction Using Multi-Stage Cross-Attention and
Frequency-Wise State Initialization",
        JOURNAL = SPLetters,
        VOLUME = "33",
        YEAR = "2026",
        PAGES = "773-777",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207762"}

@article{bb212464,
        AUTHOR = "Liang, Y. and Cui, J. and Gao, R.X. and Chen, C. and Chen, F. and Mo, L. and Pan, J.H.",
        TITLE = "MSDM: A Lightweight Multi-Scale Dynamic Mamba for Dynamic Facial
Expression Recognition in Smart Classrooms",
        JOURNAL = AffCom,
        VOLUME = "17",
        YEAR = "2026",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "1074-1090",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207763"}

@inproceedings{bb212465,
        AUTHOR = "Ghosh, T. and Hossain, M.B. and Holiday, S. and Cribbet, M. and White, S. and Gan, Y. and Sazonov, E.",
        TITLE = "Detection of Screen Usage During Eating Events Among Preschool-Aged
Children",
        BOOKTITLE = ICIP25,
        YEAR = "2025",
        PAGES = "647-652",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207764"}

@inproceedings{bb212466,
        AUTHOR = "Amor, R. and Eir, D. and Rudd, G. and Meyer, F. and Smith, J.",
        TITLE = "Measuring Teacher Empathy in a Virtual Reality Scenario Simulating
Racial Bias",
        BOOKTITLE = IVCNZ25,
        YEAR = "2025",
        PAGES = "01-06",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207765"}

@inproceedings{bb212467,
        AUTHOR = "Yeh, F. and Hosen, M.I. and Hafizoglu, F.M.",
        TITLE = "Evaluating Students' Attention: A Deep Learning Approach",
        BOOKTITLE = IPTA25,
        YEAR = "2025",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207766"}

@inproceedings{bb212468,
        AUTHOR = "Wang, Z. and Jiang, J. and Li, Y.D. and Cheng, G. and Yuan, G.H. and Wang, S.K.",
        TITLE = "A Calibration-Free Method for Large-View Classroom People Counting
with Object Detection-Based Structure Matching",
        BOOKTITLE = ICIVC25,
        YEAR = "2025",
        PAGES = "246-257",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207767"}

@inproceedings{bb212469,
        AUTHOR = "Korban, M. and Acton, S.T. and Youngs, P. and Foster, J.",
        TITLE = "Instructional Activity Recognition Using A Transformer Network with
Multi-Semantic Attention",
        BOOKTITLE = Southwest24,
        YEAR = "2024",
        PAGES = "113-116",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207768"}

@inproceedings{bb212470,
        AUTHOR = "Huh, J. and Zisserman, A.",
        TITLE = "Character-Aware Audio-Visual Subtitling in Context",
        BOOKTITLE = ACCV24,
        YEAR = "2024",
        PAGES = "III: 365-383",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207769"}

@inproceedings{bb212471,
        AUTHOR = "Vedernikov, A. and Kumar, P. and Chen, H.Y. and Seppanen, T. and Li, X.B.",
        TITLE = "TCCT-Net: Two-Stream Network Architecture for Fast and Efficient
Engagement Estimation via Behavioral Feature Signals",
        BOOKTITLE = ABAW24,
        YEAR = "2024",
        PAGES = "4723-4732",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207770"}

@inproceedings{bb212472,
        AUTHOR = "Wu, C.H. and Liu, S.Y. and Huang, X.J. and Wang, X. and Zhang, R. and Minciullo, L. and Yiu, W.K. and Kwan, K. and Cheng, K.T.",
        TITLE = "CMOSE: Comprehensive Multi-Modality Online Student Engagement Dataset
with High-Quality Labels",
        BOOKTITLE = ABAW24,
        YEAR = "2024",
        PAGES = "4636-4645",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207771"}

@inproceedings{bb212473,
        AUTHOR = "Mathew, A.M. and Khan, A.A. and Khalid, T. and Souissi, R.",
        TITLE = "GESCAM: A Dataset and Method on Gaze Estimation for Classroom
Attention Measurement",
        BOOKTITLE = Gaze24,
        YEAR = "2024",
        PAGES = "636-645",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207772"}

@inproceedings{bb212474,
        AUTHOR = "Abdellaoui, B. and Remaida, A. and Sabri, Z. and Abdellaoui, M. and El Bouzekri El Idrissi, Y. and Moumen, A.",
        TITLE = "Analyzing Recorded Video to Evaluate How Engaged and Emotional
Students Are in Remote Learning Environments",
        BOOKTITLE = ISCV24,
        YEAR = "2024",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207773"}

@inproceedings{bb212475,
        AUTHOR = "Liang, Q. and Chen, B.Z. and Gao, Z.X.",
        TITLE = "Classroom head-up rate detection based on RNN-CNN image recognition
algorithm",
        BOOKTITLE = CVIDL23,
        YEAR = "2023",
        PAGES = "70-74",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207774"}

@inproceedings{bb212476,
        AUTHOR = "Rana, R. and Dongshik, K. and Yosiaki, S.",
        TITLE = "Estimation of Student's Interest Reaction Levels in Class Video",
        BOOKTITLE = ICCVMI23,
        YEAR = "2023",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207775"}

@inproceedings{bb212477,
        AUTHOR = "Lee, D.W. and Ahuja, C. and Liang, P.P. and Natu, S. and Morency, L.P.",
        TITLE = "Lecture Presentations Multimodal Dataset: Towards Understanding
Multimodality in Educational Videos",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "20030-20041",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207776"}

@inproceedings{bb212478,
        AUTHOR = "Dimitriadou, E.A. and Lanitis, A.",
        TITLE = "A Systematic Approach for Automated Lecture Style Evaluation Using
Biometric Features",
        BOOKTITLE = CAIP23,
        YEAR = "2023",
        PAGES = "II:3-12",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207777"}

@inproceedings{bb212479,
        AUTHOR = "Singh, S.D. and Gupta, A. and Jawahar, C.V. and Tapaswi, M.",
        TITLE = "Unsupervised Audio-Visual Lecture Segmentation",
        BOOKTITLE = WACV23,
        YEAR = "2023",
        PAGES = "5221-5230",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207778"}

@inproceedings{bb212480,
        AUTHOR = "Li, Y. and Zhang, S.P.",
        TITLE = "Character Attentiveness Analysis Based on Deep Learning",
        BOOKTITLE = ICRVC22,
        YEAR = "2022",
        PAGES = "291-294",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207779"}

@inproceedings{bb212481,
        AUTHOR = "Lee, T. and Kim, D. and Park, S. and Kim, D. and Lee, S.J.",
        TITLE = "Predicting Mind-Wandering with Facial Videos in Online Lectures",
        BOOKTITLE = CVPM22,
        YEAR = "2022",
        PAGES = "2103-2112",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207780"}

@inproceedings{bb212482,
        AUTHOR = "Yao, P. and Hou, Y. and He, Y. and Cheng, D. and Hu, H. and Zyda, M.",
        TITLE = "Using Multi-modal Machine Learning for User Behavior Prediction in
Simulated Smart Home for Extended Reality",
        BOOKTITLE = VAMR22,
        YEAR = "2022",
        PAGES = "I:94-112",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207781"}

@inproceedings{bb212483,
        AUTHOR = "Tamaki, R. and Nakajima, T.",
        TITLE = "Are You There? A Study on Measuring Presence in Immersive Virtual
Reality",
        BOOKTITLE = VAMR22,
        YEAR = "2022",
        PAGES = "I:275-288",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207782"}

@inproceedings{bb212484,
        AUTHOR = "Copur, O. and Nakip, M. and Scardapane, S. and Slowack, J.",
        TITLE = "Engagement Detection with Multi-Task Training in E-Learning
Environments",
        BOOKTITLE = CIAP22,
        YEAR = "2022",
        PAGES = "III:411-422",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207783"}

@inproceedings{bb212485,
        AUTHOR = "Chu, L. and Liu, Y. and Wu, Z. and Tang, S.Y. and Chen, G. and Hao, Y.Y. and Peng, J.C. and Yu, Z.L. and Chen, Z. and Lai, B.H. and Xiong, H.Y.",
        TITLE = "PP-HumanSeg: Connectivity-Aware Portrait Segmentation with a
Large-Scale Teleconferencing Video Dataset",
        BOOKTITLE = Activity22,
        YEAR = "2022",
        PAGES = "202-209",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207784"}

@inproceedings{bb212486,
        AUTHOR = "Guney, C. and Akinci, O. and Camoglu, K.",
        TITLE = "Artificial Learning-Based Proctoring Solution for Remote Online
Assessments: 'VProctor'",
        BOOKTITLE = SmartCityApp21,
        YEAR = "2021",
        PAGES = "235-238",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207785"}

@inproceedings{bb212487,
        AUTHOR = "Che, B.L. and Li, X.M. and Zhao, Z.L. and Lu, W.G. and Jiang, P.",
        TITLE = "A Database of Students' Actions Based on Real Classroom Environment",
        BOOKTITLE = ICIVC21,
        YEAR = "2021",
        PAGES = "76-80",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207786"}

@inproceedings{bb212488,
        AUTHOR = "Tran, P. and Pattichis, M. and Celedon Pattichis, S. and LopezLeiva, C.",
        TITLE = "Facial Recognition in Collaborative Learning Videos",
        BOOKTITLE = CAIP21,
        YEAR = "2021",
        PAGES = "II:252-261",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207787"}

@inproceedings{bb212489,
        AUTHOR = "Paliwal, P. and Paliwal, V.",
        TITLE = "3D Scene Angles using UL Decomposition of Planar Homography",
        BOOKTITLE = StruCo3D21,
        YEAR = "2021",
        PAGES = "2031-2038",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207788"}

@inproceedings{bb212490,
        AUTHOR = "Delgado, K. and Origgi, J.M. and Hasanpoor, T. and Yu, H. and Allessio, D. and Arroyo, I. and Lee, W. and Betke, M. and Woolf, B. and Bargal, S.A.",
        TITLE = "Student Engagement Dataset",
        BOOKTITLE = ABAW21,
        YEAR = "2021",
        PAGES = "3621-3629",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207789"}

@inproceedings{bb212491,
        AUTHOR = "Sun, B. and Wu, Y. and Hao, Z. and Yan, H.Q. and He, J.",
        TITLE = "Student Break Behavior Recognition Dataset",
        BOOKTITLE = ICIVC21,
        YEAR = "2021",
        PAGES = "72-75",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207790"}

@inproceedings{bb212492,
        AUTHOR = "Caus, D. and Carbajal, G. and Gerkmann, T. and Frintrop, S.",
        TITLE = "See the Silence: Improving Visual-Only Voice Activity Detection by
Optical Flow and RGB Fusion",
        BOOKTITLE = CVS21,
        YEAR = "2021",
        PAGES = "41-51",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207791"}

@inproceedings{bb212493,
        AUTHOR = "Zhang, P. and Liu, Z.Q. and Chen, X.M. and Zhou, Q.X.",
        TITLE = "Study on Evaluation Index of Physical Load of Chemical Prevention
Personnel in High Temperature and Humidity Environment",
        BOOKTITLE = DHM21,
        YEAR = "2021",
        PAGES = "I:67-78",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207792"}

@inproceedings{bb212494,
        AUTHOR = "Kota, B.U. and Stone, A. and Davila, K. and Setlur, S. and Govindaraju, V.",
        TITLE = "Automated Whiteboard Lecture Video Summarization by Content Region
Detection and Representation",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "10704-10711",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207793"}

@inproceedings{bb212495,
        AUTHOR = "Xu, F. and Davila, K. and Setlur, S. and Govindaraju, V.",
        TITLE = "Skeleton-based Methods for Speaker Action Classification on Lecture
Videos",
        BOOKTITLE = HCAU20,
        YEAR = "2020",
        PAGES = "250-264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207794"}

@inproceedings{bb212496,
        AUTHOR = "Schiphorst, L. and Doyran, M. and Molenaar, S. and Salah, A.A. and Brinkkemper, S.",
        TITLE = "Video2Report: A Video Database for Automatic Reporting of Medical
Consultancy Sessions",
        BOOKTITLE = FG20,
        YEAR = "2020",
        PAGES = "552-556",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207795"}

@inproceedings{bb212497,
        AUTHOR = "Ding, J. and Xu, L. and Guo, J. and Dai, S.",
        TITLE = "Human Detection In Dense Scene Of Classrooms",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "618-622",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207796"}

@inproceedings{bb212498,
        AUTHOR = "Shen, C. and Xue, M. and Wang, X. and Song, J. and Sun, L. and Song, M.",
        TITLE = "Customizing Student Networks From Heterogeneous Teachers via Adaptive
Knowledge Amalgamation",
        BOOKTITLE = ICCV19,
        YEAR = "2019",
        PAGES = "3503-3512",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207797"}

@inproceedings{bb212499,
        AUTHOR = "Dai, Z.C. and Sun, C. and Yu, X.G. and Xiang, Y.",
        TITLE = "Detecting Global Exam Events in Invigilation Videos Using 3d
Convolutional Neural Network",
        BOOKTITLE = PSIVT19,
        YEAR = "2019",
        PAGES = "172-182",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT207798"}

Last update:Apr 6, 2026 at 11:28:57