@article{bb211000,
        AUTHOR = "Beltran, L.V.B. and Caicedo, J.C. and Journet, N. and Coustaty, M. and Lecellier, F. and Doucet, A.",
        TITLE = "Deep multimodal learning for cross-modal retrieval: One model for all
tasks",
        JOURNAL = PRL,
        VOLUME = "146",
        YEAR = "2021",
        PAGES = "38-45",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206300"}

@inproceedings{bb211001,
        AUTHOR = "Nguyen, N.V. and Coustaty, M. and Ogier, J.M.",
        TITLE = "Multi-modal and Cross-Modal for Lecture Videos Retrieval",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "2667-2672",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206301"}

@article{bb211002,
        AUTHOR = "Bosch, N. and d'Mello, S.K.",
        TITLE = "Automatic Detection of Mind Wandering from Video in the Lab and in
the Classroom",
        JOURNAL = AffCom,
        VOLUME = "12",
        YEAR = "2021",
        NUMBER = "4",
        MONTH = "October",
        PAGES = "974-988",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206302"}

@inproceedings{bb211003,
        AUTHOR = "Chen, L.Y. and Yang, H.R. and Liu, K.H.",
        TITLE = "Classroom Attention Estimation Method Based on Mining Facial Landmarks
of Students",
        BOOKTITLE = MMMod22,
        YEAR = "2022",
        PAGES = "II:255-266",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206303"}

@article{bb211004,
        AUTHOR = "Islam, M.R. and Vargo, A.W. and Iwata, M. and Iwamura, M. and Kise, K.",
        TITLE = "Exploring Sensor Modalities to Capture User Behaviors for Reading
Detection",
        JOURNAL = IEICE,
        VOLUME = "E105-D",
        YEAR = "2022",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1629-1633",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206304"}

@article{bb211005,
        AUTHOR = "Zhang, F.",
        TITLE = "A novel restricted Boltzmann machine-based temporal-spatial correlation
method for student behaviour recognition in depth video",
        JOURNAL = IJCVR,
        VOLUME = "12",
        YEAR = "2022",
        NUMBER = "5",
        PAGES = "487-505",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206305"}

@article{bb211006,
        AUTHOR = "Ramakrishnan, A. and Zylich, B. and Ottmar, E. and LoCasale Crouch, J. and Whitehill, J.",
        TITLE = "Toward Automated Classroom Observation: Multimodal Machine Learning
to Estimate CLASS Positive Climate and Negative Climate",
        JOURNAL = AffCom,
        VOLUME = "14",
        YEAR = "2023",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "664-679",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206306"}

@article{bb211007,
        AUTHOR = "Sumer, O. and Goldberg, P. and d'Mello, S. and Gerjets, P. and Trautwein, U. and Kasneci, E.",
        TITLE = "Multimodal Engagement Analysis From Facial Videos in the Classroom",
        JOURNAL = AffCom,
        VOLUME = "14",
        YEAR = "2023",
        NUMBER = "2",
        MONTH = "April",
        PAGES = "1012-1027",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206307"}

@article{bb211008,
        AUTHOR = "Xu, Y.P. and Li, Y.Y. and Chen, Y.S. and Bao, H.G. and Zheng, Y.Q.",
        TITLE = "Spontaneous visual database for detecting learning-centered emotions
during online learning",
        JOURNAL = IVC,
        VOLUME = "136",
        YEAR = "2023",
        PAGES = "104739",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206308"}

@article{bb211009,
        AUTHOR = "Li, Y.T. and Qi, X. and Saudagar, A.K.J. and Badshah, A.M. and Muhammad, K. and Liu, S.",
        TITLE = "Student behavior recognition for interaction detection in the
classroom environment",
        JOURNAL = IVC,
        VOLUME = "136",
        YEAR = "2023",
        PAGES = "104726",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206309"}

@article{bb211010,
        AUTHOR = "Booth, B.M. and Bosch, N. and d'Mello, S.K.",
        TITLE = "Engagement Detection and Its Applications in Learning:
A Tutorial and Selective Review",
        JOURNAL = PIEEE,
        VOLUME = "111",
        YEAR = "2023",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1398-1422",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206310"}

@article{bb211011,
        AUTHOR = "Tosato, L. and Fortier, V. and Bloch, I. and Pelachaud, C.",
        TITLE = "Exploiting temporal information to detect conversational groups in
videos and predict the next speaker",
        JOURNAL = PRL,
        VOLUME = "177",
        YEAR = "2024",
        PAGES = "164-168",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206311"}

@article{bb211012,
        AUTHOR = "Banzon, A.M. and Beever, J. and Taub, M.",
        TITLE = "Facial Expression Recognition in Classrooms: Ethical Considerations
and Proposed Guidelines for Affect Detection in Educational Settings",
        JOURNAL = AffCom,
        VOLUME = "15",
        YEAR = "2024",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "93-104",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206312"}

@article{bb211013,
        AUTHOR = "Wu, D. and Wang, J. and Zou, W. and Zou, S.D. and Zhou, J.X. and Gan, J.H.",
        TITLE = "Classroom teacher action recognition based on spatio-temporal
dual-branch feature fusion",
        JOURNAL = CVIU,
        VOLUME = "247",
        YEAR = "2024",
        PAGES = "104068",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206313"}

@article{bb211014,
        AUTHOR = "Abdelkawy, A. and Farag, A. and Alkabbany, I. and Ali, A. and Foreman, C. and Tretter, T. and Hindy, N.",
        TITLE = "Measuring student behavioral engagement using histogram of actions",
        JOURNAL = PRL,
        VOLUME = "186",
        YEAR = "2024",
        PAGES = "337-344",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206314"}

@article{bb211015,
        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#TT206315"}

@article{bb211016,
        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#TT206316"}

@article{bb211017,
        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#TT206317"}

@article{bb211018,
        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#TT206318"}

@article{bb211019,
        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#TT206319"}

@article{bb211020,
        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#TT206320"}

@article{bb211021,
        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#TT206321"}

@article{bb211022,
        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#TT206322"}

@article{bb211023,
        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#TT206323"}

@inproceedings{bb211024,
        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#TT206324"}

@inproceedings{bb211025,
        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#TT206325"}

@inproceedings{bb211026,
        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#TT206326"}

@inproceedings{bb211027,
        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#TT206327"}

@inproceedings{bb211028,
        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#TT206328"}

@inproceedings{bb211029,
        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#TT206329"}

@inproceedings{bb211030,
        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#TT206330"}

@inproceedings{bb211031,
        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#TT206331"}

@inproceedings{bb211032,
        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#TT206332"}

@inproceedings{bb211033,
        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#TT206333"}

@inproceedings{bb211034,
        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#TT206334"}

@inproceedings{bb211035,
        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#TT206335"}

@inproceedings{bb211036,
        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#TT206336"}

@inproceedings{bb211037,
        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#TT206337"}

@inproceedings{bb211038,
        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#TT206338"}

@inproceedings{bb211039,
        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#TT206339"}

@inproceedings{bb211040,
        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#TT206340"}

@inproceedings{bb211041,
        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#TT206341"}

@inproceedings{bb211042,
        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#TT206342"}

@inproceedings{bb211043,
        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#TT206343"}

@inproceedings{bb211044,
        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#TT206344"}

@inproceedings{bb211045,
        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#TT206345"}

@inproceedings{bb211046,
        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#TT206346"}

@inproceedings{bb211047,
        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#TT206347"}

@inproceedings{bb211048,
        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#TT206348"}

@inproceedings{bb211049,
        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#TT206349"}

@inproceedings{bb211050,
        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#TT206350"}

@inproceedings{bb211051,
        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#TT206351"}

@inproceedings{bb211052,
        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#TT206352"}

@inproceedings{bb211053,
        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#TT206353"}

@inproceedings{bb211054,
        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#TT206354"}

@inproceedings{bb211055,
        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#TT206355"}

@inproceedings{bb211056,
        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#TT206356"}

@inproceedings{bb211057,
        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#TT206357"}

@inproceedings{bb211058,
        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#TT206358"}

@inproceedings{bb211059,
        AUTHOR = "Li, X.T. and Liu, S.F. and Kim, K. and Wang, X.L. and Yang, M.H. and Kautz, J.",
        TITLE = "Putting Humans in a Scene:
Learning Affordance in 3D Indoor Environments",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "12360-12368",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206359"}

@inproceedings{bb211060,
        AUTHOR = "Li, Y. and Hung, Y.",
        TITLE = "Feature Fusion of Face and Body for Engagement Intensity Detection",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "3312-3316",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206360"}

@inproceedings{bb211061,
        AUTHOR = "Alkabbany, I. and Ali, A. and Farag, A. and Bennett, I. and Ghanoum, M. and Farag, A.",
        TITLE = "Measuring Student Engagement Level Using Facial Information",
        BOOKTITLE = ICIP19,
        YEAR = "2019",
        PAGES = "3337-3341",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206361"}

@inproceedings{bb211062,
        AUTHOR = "Canedo, D. and Trifan, A. and Neves, A.J.R.",
        TITLE = "Focus Estimation in Academic Environments Using Computer Vision",
        BOOKTITLE = IbPRIA19,
        YEAR = "2019",
        PAGES = "I:620-628",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206362"}

@inproceedings{bb211063,
        AUTHOR = "Sarker, M.M.K. and Rashwan, H.A. and Talavera, E. and Banu, S.F. and Radeva, P. and Puig, D.",
        TITLE = "MACNet: Multi-scale Atrous Convolution Networks for Food Places
Classification in Egocentric Photo-Streams",
        BOOKTITLE = Egocentric18,
        YEAR = "2018",
        PAGES = "V:423-433",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206363"}

@inproceedings{bb211064,
        AUTHOR = "Mery, D. and Mackenney, I. and Villalobos, E.",
        TITLE = "Student Attendance System in Crowded Classrooms Using a Smartphone
Camera",
        BOOKTITLE = WACV19,
        YEAR = "2019",
        PAGES = "857-866",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206364"}

@inproceedings{bb211065,
        AUTHOR = "Singhal, A. and Ali, M.R. and Baten, R.A. and Kurumada, C. and Marvin, E.W. and Hoque, M.E.",
        TITLE = "Analyzing the Impact of Gender on the Automation of Feedback for
Public Speaking",
        BOOKTITLE = FG18,
        YEAR = "2018",
        PAGES = "607-613",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206365"}

@inproceedings{bb211066,
        AUTHOR = "Sharma, R. and Guha, T. and Sharma, G.",
        TITLE = "Multichannel Attention Network for Analyzing Visual Behavior in
Public Speaking",
        BOOKTITLE = WACV18,
        YEAR = "2018",
        PAGES = "476-484",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206366"}

@inproceedings{bb211067,
        AUTHOR = "Jiang, H. and Dykstra, K. and Whitehill, J.",
        TITLE = "Predicting When Teachers Look at Their Students in 1-on-1 Tutoring
Sessions",
        BOOKTITLE = FG18,
        YEAR = "2018",
        PAGES = "593-598",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206367"}

@inproceedings{bb211068,
        AUTHOR = "Hulens, D. and Aerts, B. and Chakravarty, P. and Diba, A. and Goedeme, T. and Roussel, T. and Zegers, J. and Tuytelaars, T. and van Eycken, L. and Van Gool, L.J. and van Hamme, H. and Vennekens, J.",
        TITLE = "The CAMETRON Lecture Recording System: High Quality Video Recording and
Editing with Minimal Human Supervision",
        BOOKTITLE = MMMod18,
        YEAR = "2018",
        PAGES = "I:518-530",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206368"}

@inproceedings{bb211069,
        AUTHOR = "Deng, Z.W. and Navarathna, R. and Carr, P. and Mandt, S. and Yue, Y.S. and Matthews, I. and Mori, G.",
        TITLE = "Factorized Variational Autoencoders for Modeling Audience Reactions
to Movies",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "6014-6023",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206369"}

@inproceedings{bb211070,
        AUTHOR = "Cote, M. and Dash, A. and Albu, A.B.",
        TITLE = "Look who is not talking:
Assessing engagement levels in panel conversations",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "2109-2114",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206370"}

@inproceedings{bb211071,
        AUTHOR = "Chakravarty, P. and Tuytelaars, T.",
        TITLE = "Cross-Modal Supervision for Learning Active Speaker Detection in Video",
        BOOKTITLE = ECCV16,
        YEAR = "2016",
        PAGES = "V: 285-301",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206371"}

@inproceedings{bb211072,
        AUTHOR = "Bergh, T.F. and Hafizovic, I. and Holm, S.",
        TITLE = "Multi-speaker voice activity detection using a camera-assisted
microphone array",
        BOOKTITLE = WSSIP16,
        YEAR = "2016",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206372"}

@inproceedings{bb211073,
        AUTHOR = "Bhattacharya, I. and Radke, R.J.",
        TITLE = "Arrays of single pixel time-of-flight sensors for privacy preserving
tracking and coarse pose estimation",
        BOOKTITLE = WACV16,
        YEAR = "2016",
        PAGES = "1-9",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206373"}

@inproceedings{bb211074,
        AUTHOR = "Kamath, A. and Biswas, A. and Balasubramanian, V.",
        TITLE = "A crowdsourced approach to student engagement recognition in
e-learning environments",
        BOOKTITLE = WACV16,
        YEAR = "2016",
        PAGES = "1-9",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206374"}

@inproceedings{bb211075,
        AUTHOR = "Yang, S.F. and An, L.",
        TITLE = "Analyzing user behavior in online advertising with facial expressions",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "4238-4243",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206375"}

@inproceedings{bb211076,
        AUTHOR = "Yang, S.F. and An, L. and Kafai, M. and Bhanu, B.",
        TITLE = "To skip or not to skip? A dataset of spontaneous affective response
of online advertising (SARA) for audience behavior analysis",
        BOOKTITLE = FG15,
        YEAR = "2015",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206376"}

@inproceedings{bb211077,
        AUTHOR = "Podder, P.K. and Paul, M. and Debnath, T. and Murshed, M.",
        TITLE = "An Analysis of Human Engagement Behaviour Using Descriptors from
Human Feedback, Eye Tracking, and Saliency Modelling",
        BOOKTITLE = DICTA15,
        YEAR = "2015",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206377"}

@inproceedings{bb211078,
        AUTHOR = "Coutrot, A. and Guyader, N.",
        TITLE = "An audiovisual attention model for natural conversation scenes",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "1100-1104",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206378"}

@inproceedings{bb211079,
        AUTHOR = "Wang, Q. and Zhang, X.C. and Wang, M. and Boyer, K.L.",
        TITLE = "Learning Room Occupancy Patterns from Sparsely Recovered Light
Transport Models",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "1987-1992",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206379"}

@inproceedings{bb211080,
        AUTHOR = "Tsai, G. and Johnson, C. and Kuipers, B.",
        TITLE = "Semantic Visual Understanding of Indoor Environments:
From Structures to Opportunities for Action",
        BOOKTITLE = Cognition14,
        YEAR = "2014",
        PAGES = "373-380",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206380"}

@inproceedings{bb211081,
        AUTHOR = "Conti, F. and Pullini, A. and Benini, L.",
        TITLE = "Brain-Inspired Classroom Occupancy Monitoring on a Low-Power Mobile
Platform",
        BOOKTITLE = ECVW14,
        YEAR = "2014",
        PAGES = "624-629",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206381"}

@inproceedings{bb211082,
        AUTHOR = "Navarathna, R. and Lucey, P. and Carr, P. and Carter, E. and Sridharan, S. and Matthews, I.",
        TITLE = "Predicting movie ratings from audience behaviors",
        BOOKTITLE = WACV14,
        YEAR = "2014",
        PAGES = "1058-1065",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206382"}

@inproceedings{bb211083,
        AUTHOR = "Kunze, K.",
        TITLE = "Real-life Activity Recognition: Focus on Recognizing Reading Activities",
        BOOKTITLE = CBDAR13,
        YEAR = "2013",
        PAGES = "179-185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206383"}

@inproceedings{bb211084,
        AUTHOR = "Zhu, Y.K. and Zhu, J. and Zhang, R.",
        TITLE = "A spindle model for contextual object detection",
        BOOKTITLE = ICIP13,
        YEAR = "2013",
        PAGES = "2645-2649",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206384"}

@inproceedings{bb211085,
        AUTHOR = "Bianco, S. and Ciocca, G.",
        TITLE = "Cooking Action Recognition with iVAT:
An Interactive Video Annotation Tool",
        BOOKTITLE = CIAP13,
        YEAR = "2013",
        PAGES = "II:631-641",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206385"}

@inproceedings{bb211086,
        AUTHOR = "Bogun, I. and Ribeiro, E.",
        TITLE = "Recognizing Human-Object Interactions Using Sparse Subspace Clustering",
        BOOKTITLE = CAIP13,
        YEAR = "2013",
        PAGES = "409-416",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206386"}

@inproceedings{bb211087,
        AUTHOR = "Fukuhara, T. and Tenmoku, R. and Okuma, T. and Takehara, M. and Kurata, T.",
        TITLE = "Measuring and evaluating real service operations with human-behavior
sensing: A case study in a Japanese cuisine restaurant",
        BOOKTITLE = FCV13,
        YEAR = "2013",
        PAGES = "113-116",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206387"}

@inproceedings{bb211088,
        AUTHOR = "Nguyen, N.V. and Ogier, J.M. and Charneau, F.",
        TITLE = "PEDIVHANDI:
Multimodal Indexation and Retrieval System for Lecture Videos",
        BOOKTITLE = ACCV12,
        YEAR = "2012",
        PAGES = "II:382-393",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206388"}

@inproceedings{bb211089,
        AUTHOR = "Ardizzone, E. and Bruno, A. and Gallea, R. and La Cascia, M. and Mazzola, G.",
        TITLE = "Toward an Integrated System for Surveillance and Behaviour Analysis of
Groups and People",
        BOOKTITLE = SBA13,
        YEAR = "2013",
        PAGES = "474-481",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206389"}

@inproceedings{bb211090,
        AUTHOR = "Gualdi, G. and Prati, A. and Cucchiara, R. and Ardizzone, E. and La Cascia, M. and lo Presti, L. and Morana, M.",
        TITLE = "Enabling technologies on hybrid camera networks for behavioral analysis
of unattended indoor environments and their surroundings",
        BOOKTITLE = VNBA08,
        YEAR = "2008",
        PAGES = "101-108",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206390"}

@inproceedings{bb211091,
        AUTHOR = "Pishchulin, L. and Andriluka, M. and Schiele, B.",
        TITLE = "Fine-Grained Activity Recognition with Holistic and Pose Based Features",
        BOOKTITLE = GCPR14,
        YEAR = "2014",
        PAGES = "678-689",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206391"}

@inproceedings{bb211092,
        AUTHOR = "Rohrbach, M. and Amin, S. and Andriluka, M. and Schiele, B.",
        TITLE = "A database for fine grained activity detection of cooking activities",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "1194-1201",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206392"}

@inproceedings{bb211093,
        AUTHOR = "Watanabe, E. and Ozeki, T. and Kohama, T.",
        TITLE = "Extraction of relations between behaviors by lecturer and students in
lectures",
        BOOKTITLE = FG11,
        YEAR = "2011",
        PAGES = "945-950",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206393"}

@inproceedings{bb211094,
        AUTHOR = "Walczak, N. and Fasching, J. and Toczyski, W. and Sivalingam, R. and Bird, N. and Cullen, K. and Morellas, V. and Murphy, B. and Sapiro, G. and Papanikolopoulos, N.",
        TITLE = "A nonintrusive system for behavioral analysis of children using
multiple RGB+depth sensors",
        BOOKTITLE = WACV12,
        YEAR = "2012",
        PAGES = "217-222",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206394"}

@inproceedings{bb211095,
        AUTHOR = "Sapp, B. and Chaudhry, R. and Yu, X.D. and Singh, G. and Perera, I. and Ferraro, F. and Tzoukermann, E. and Kosecka, J. and Neumann, J.",
        TITLE = "Recognizing manipulation actions in arts and crafts shows using
domain-specific visual and textual cues",
        BOOKTITLE = VECTaR11,
        YEAR = "2011",
        PAGES = "1554-1561",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206395"}

@inproceedings{bb211096,
        AUTHOR = "Munch, D. and Jsselmuiden, J.I. and Arens, M. and Stiefelhagen, R.",
        TITLE = "High-level situation recognition using Fuzzy Metric Temporal Logic,
case studies in surveillance and smart environments",
        BOOKTITLE = ARTEMIS11,
        YEAR = "2011",
        PAGES = "882-889",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206396"}

@inproceedings{bb211097,
        AUTHOR = "Imran, A.S. and Cheikh, F.A.",
        TITLE = "Blackboard content classification for lecture videos",
        BOOKTITLE = ICIP11,
        YEAR = "2011",
        PAGES = "2989-2992",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206397"}

@inproceedings{bb211098,
        AUTHOR = "Yu, T. and Yao, Y. and Gao, D. and Tu, P.H.",
        TITLE = "Learning to recognize people in a smart environment",
        BOOKTITLE = AVSBS11,
        YEAR = "2011",
        PAGES = "379-384",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206398"}

@inproceedings{bb211099,
        AUTHOR = "Odashima, S. and Sato, T. and Mori, T.",
        TITLE = "Learning from Mistakes:
Object Movement Classification by the Boosted Features",
        BOOKTITLE = VECTaR10,
        YEAR = "2010",
        PAGES = "318-327",
        BIBSOURCE = "http://www.visionbib.com/bibliography/motion-f742i1.html#TT206399"}

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