Publications
2024
Scholarly publications
Poppe, R., van der Zee, S., Taylor, P. J., Anderson, R. J.
, & Veltkamp, R. C. (2024).
Mining Bodily Cues to Deception.
Journal of Nonverbal Behavior,
48(1), 137-159.
https://doi.org/10.1007/s10919-023-00450-9https://dspace.library.uu.nl/bitstream/handle/1874/438398/s10919-023-00450-9.pdf?sequence=1 2023
Scholarly publications
Doyran, M., Poppe, R., & Salah, A. A. (2023).
Embracing Contact: Detecting Parent-Infant Interactions. In E. André, & M. Chetouani (Eds.),
ICMI '23: Proceedings of the 25th International Conference on Multimodal Interaction (pp. 198-206). (ACM International Conference Proceeding Series). Association for Computing Machinery (ACM).
https://doi.org/10.1145/3577190.3614147 Lu, H., Poppe, R., & Salah, A. (2023).
LA-layer: General local attention layer for full attention networks. In
Proceedings - 2023 IEEE International Conference on Multimedia and Expo, ICME 2023 (pp. 2057-2062). (Proceedings - IEEE International Conference on Multimedia and Expo; Vol. 2023-July).
https://doi.org/10.1109/ICME55011.2023.00352 Lu, H., Poppe, R., & Salah, A. (2023).
SCFormer: Integrating hybrid Features in Vision Transformers. In
Proceedings - 2023 IEEE International Conference on Multimedia and Expo, ICME 2023 (pp. 1883-1888). (Proceedings - IEEE International Conference on Multimedia and Expo; Vol. 2023-July). IEEE.
https://doi.org/10.1109/ICME55011.2023.00323 Stergiou, A., & Poppe, R. (2023).
AdaPool: Exponential Adaptive Pooling for Information-Retaining Downsampling.
IEEE Transactions on Image Processing,
32, 251-266.
https://doi.org/10.1109/TIP.2022.3227503 Kapidis, G., Poppe, R., & Veltkamp, R. (2023).
Multi-Dataset, Multitask Learning of Egocentric Vision Tasks.
IEEE Transactions on Pattern Analysis and Machine Intelligence,
45(6), 6618-6630.
https://doi.org/10.1109/tpami.2021.3061479 2022
Scholarly publications
Van Der Zee, S.
, Poppe, R., Havrileck, A., & Baillon, A. (2022).
A Personal Model of Trumpery: Linguistic Deception Detection in a Real-World High-Stakes Setting.
Psychological Science,
33(1), 3-17.
https://doi.org/10.1177/095679762110159412021
Scholarly publications
Olalere, F., Brouwers, V.
, Doyran, M., Poppe, R., & Salah, A. (2021).
Video-based sports activity recognition for children. In
2021 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) (pp. 1563-1570). IEEE.
https://ieeexplore.ieee.org/document/9689651Stergiou, A., Poppe, R., & Kalliatakis, G. (2021).
Refining Activation Downsampling With SoftPool. In
Proceedings of the International Conference on Computer Vision (ICCV) (pp. 10357-10366). IEEE.
https://doi.org/10.1109/ICCV48922.2021.01019 Cai, H., Zhang , X.
, Poppe, R., Sun, R.
, & Zhang, J. (2021).
Multi-generator adversarial networks for light field saliency detection. In
Proceedings of the IEEE International Conference on Multimedia & Expo Workshops (ICMEW) (pp. 1-6). IEEE.
https://doi.org/10.1109/icmew53276.2021.9456017Stergiou, A., & Poppe, R. (2021).
Multi-Temporal Convolutions for Human Action Recognition in Videos. In
IJCNN 2021 - International Joint Conference on Neural Networks, Proceedings (pp. 1-9). IEEE.
https://doi.org/10.1109/IJCNN52387.2021.9533515 Helbich, M., Poppe, R., Oberski, D., Zeylmans Van Emmichoven, M., & Schram, R. (2021).
Can’t see the wood for the trees? An assessment of street view- and satellite-derived greenness measures in relation to mental health.
Landscape and Urban Planning,
214, 1-10. Article 104181.
https://doi.org/10.1016/j.landurbplan.2021.104181https://dspace.library.uu.nl/bitstream/handle/1874/412301/1_s2.0_S0169204621001444_main.pdf?sequence=1 Ganea, D. A., Boom, B. J.
, & Poppe, R. (2021).
Incremental Few-Shot Instance Segmentation. In
Proceedings of the International Conference on Computer Vision and Pattern Recognition (CVPR) (pp. 1185-1194)
https://doi.org/10.1109/CVPR46437.2021.00124Olalere, F.
, Doyran, M., Poppe, R., & Salah, A. A. (2021).
Geeks and guests: Estimating player's level of experience from board game behaviors. In
IEEE Winter Applications and Computer Vision Workshops (WACVW) (pp. 22-30). Article 9407820 IEEE.
https://doi.org/10.1109/wacvw52041.2021.00007Doyran, M., Schimmel, A., Baki, P., Ergin, K., Türkmen, B.
, Akdag, A., Bakkes, S., Kaya, H., Poppe, R., & Salah, A. (2021).
MUMBAI: multi-person, multimodal board game affect and interaction analysis dataset.
Journal on Multimodal User Interfaces,
15(4), 373–391.
https://doi.org/10.1007/s12193-021-00364-0 2020
Scholarly publications
Stergiou, A. G., Poppe, R. W., & Veltkamp, R. C. (2020).
Learning Class-Specific Features with Class Regularization for Videos.
Applied Sciences,
10(18), Article 6241.
https://doi.org/10.3390/app10186241 Jong de, N., Elzinga-Plomp, A., Hulzebos, E. H. J.
, Poppe, R. W., Nijhof, S. L., & Geelen van, S. (2020).
Coping with paediatric illness: Child’s play? Exploring the effectiveness of a play- and sports-based cognitive behavioural programme for children with chronic health conditions.
Clinical Child Psychology and Psychiatry,
25(3), 565–578.
https://doi.org/10.1177/1359104520918327Zhang, J., Liu, Y., Zhang, S.
, Poppe, R. W., & Wang, M. (2020).
Light Field Saliency Detection With Deep Convolutional Networks.
IEEE Transactions on Image Processing,
29, 4421-4434.
https://doi.org/10.1109/TIP.2020.2970529 Kapidis, G., Poppe, R. W., van Dam, E., Noldus, L.
, & Veltkamp, R. C. (2020).
Object Detection-Based Location and Activity Classification from Egocentric Videos: A Systematic Analysis. In F. Chen , R. García-Betances, M. Fernanda Cabrera-Umpiérrez, L. Chen, & C. Nugent (Eds.),
Smart Assisted Living (pp. 119--145). (Computer Communications and Networks). Springer.
https://doi.org/10.1007/978-3-030-25590-9_6 2019
Scholarly publications
Stergiou, A. G., Kapidis, G., Kalliatakis, G., Chrysoulas, C.
, Poppe, R. W., & Veltkamp, R. C. (2019).
Class Feature Pyramids for Video Explanation. In
Proceedings of the IEEE/CVF International Conference on Computer Vision Workshop (ICCVW) (pp. 4255-4264). IEEE.
https://doi.org/10.1109/ICCVW.2019.00524 Stergiou, A. G., & Poppe, R. W. (2019).
Spatio-Temporal FAST 3D Convolutions for Human Action Recognition. In
Proceedings of the International Conference On Machine Learning And Applications (ICMLA) (pp. 183-190). IEEE.
https://doi.org/10.1109/ICMLA.2019.00036 Schimmel, A.
, Doyran, M., Akdag, A. A., Bakkes, S. C. J., Kaya, H., Poppe, R. W., & Salah, A. A. (2019).
Multi-person board game affect analysis dataset: MP-BGAAD. In H. Dibeklioğlu, & E. Sürer (Eds.),
Proceedings eNTERFACE’19 : 15th International Summer Workshop on Multimodal Interfaces Computer Engineering Department Bilkent University.
https://dspace.library.uu.nl/bitstream/handle/1874/397133/eNTERFACE19_proceedings.pdf?sequence=1Kapidis, G., Poppe, R. W., van Dam, E., Noldus, L.
, & Veltkamp, R. C. (2019).
Multitask Learning to Improve Egocentric Action Recognition. In
2019 IEEE International Conference on Computer Vision (ICCV) Workshops: 5th Egocentric, Perception, Interaction and Computing Workshop (EPIC) (pp. 4396--4405). IEEE.
https://doi.org/10.1109/ICCVW.2019.00540 Stergiou, A. G., & Poppe, R. W. (2019).
Spatio-Temporal FAST 3D Convolutions for Human Action Recognition. Paper presented at IEEE International Conference on Machine Learning and Applications 2019, Boca Raton, Florida, United States.
https://doi.org/10.1109/ICMLA.2019.00036 Van Der Zee, S.
, Poppe, R. W., Taylor, P. J., & Anderson, R. (2019).
To freeze or not to freeze: A culture-sensitive motion capture approach to detecting deceit.
PLoS One,
14(4), Article e0215000.
https://doi.org/10.1371/journal.pone.0215000Stergiou, A. G., Kapidis, G., Kalliatakis, G., Chrysoulas, C.
, Veltkamp, R. C., & Poppe, R. W. (2019).
Saliency Tubes: Visual Explanations for Spatio-Temporal Convolutions. In
Proceedings of the IEEE International Conference on Image Processing (ICIP) (pp. 1830-1834). IEEE.
https://doi.org/10.1109/ICIP.2019.8803153 Moreno, A.
, Poppe, R. W., Gibson, J. L., & Heylen, D. K. J. (2019).
Automated and unobtrusive measurement of physical activity in an interactive playground.
International Journal of Human Computer Studies,
129, 55-63.
https://doi.org/10.1016/j.ijhcs.2019.03.010Tu, Z., Xie, W., Zhang, D.
, Poppe, R. W., Veltkamp, R. C., Li, B., & Yuan, J. (2019).
A survey of variational and CNN-based optical flow techniques.
Signal Processing: Image Communication,
72, 9-24.
https://doi.org/10.1016/j.image.2018.12.002 Lorbach, M. T., Poppe, R. W., & Veltkamp, R. C. (2019).
Interactive rodent behavior annotation in video using active learning.
Multimedia Tools and Applications,
78(14), 19787-19806.
https://doi.org/10.1007/s11042-019-7169-4 2018
Scholarly publications
Kapidis, G., van Dam, E.
, Poppe, R. W., Noldus, L.
, & Veltkamp, R. C. (2018).
Action Detection from Egocentric Videos in Daily Living Scenarios. In R. Grant, T. Allen, A. Spink, & M. Sullivan (Eds.),
Measuring Behavior 2018: Conference Proceedings, 11th International Conference on Methods and Techniques in Behavioral Research, 5 th -8 th June 2018 Manchester Metropolitan University (pp. 405-407)
https://dspace.library.uu.nl/bitstream/handle/1874/383576/ProceedingsMB2018withTOC.pdf?sequence=1 Kapidis, G., Poppe, R. W., van Dam, E.
, Veltkamp, R. C., & Noldus, L. (2018).
Where Am I? Comparing CNN and LSTM for Location Classification in Egocentric Videos. In
Proceedings of the 2018 IEEE International Conference on Pervasive Computing and Communications (PerCom) Workshops (pp. 878-883). IEEE.
https://doi.org/10.1109/PERCOMW.2018.8480258 Böck, R., Bonin, F., Campbell, N., & Poppe, R. W. (2018). Proceedings of the 4th Workshop on Multimodal Analyses enabling Artificial Agents in Human-Machine Interaction (MA3HMI). ACM.
van Gemeren, C. J., Poppe, R. W., & Veltkamp, R. C. (2018).
Hands-on: deformable pose and motion models for spatiotemporal localization of fine-grained dyadic interactions.
Eurasip Journal on Image and Video Processing, Article 2018-16.
https://doi.org/10.1186/s13640-018-0255-0 Tu, Z., Xie, W., Qin , Q.
, Poppe, R. W., Veltkamp, R. C., Li, B., & Yuan, J. (2018).
Multi-stream CNN: Learning representations based on human-related regions for action recognition.
Pattern Recognition,
79, 32–43.
https://doi.org/10.1016/j.patcog.2018.01.020Lorbach, M. T., Kyriakou, E. I.
, Poppe, R. W., van Dam, E., Noldus, L.
, & Veltkamp, R. C. (2018).
Learning to Recognize Rat Social Behavior: Novel Dataset and Cross-Dataset Application.
Journal of Neuroscience Methods,
300, 166-172.
https://doi.org/10.1016/j.jneumeth.2017.05.006 2017
Scholarly publications
Poppe, R., Meyer, J. J., Veltkamp, R., & Dastani, M. (2017).
Preface. In R. Poppe, J.-J. Meyer, R. Veltkamp, & M. Dastani (Eds.),
Intelligent Technologies for Interactive Entertainment: 8th International Conference, INTETAIN 2016, Utrecht, The Netherlands, June 28–30, 2016, Revised Selected Papers (pp. V-VI). (Lecture Notes of the Institute for Computer Sciences, Social-Informatics and Telecommunications Engineering; Vol. 178). Springer.
https://dspace.library.uu.nl/bitstream/handle/1874/359172/Preface.pdf?sequence=1 Buengeler, C., Klonek, F., Lehmann-Willenbrock, N., Morency, L.-P.
, & Poppe, R. W. (2017).
Killer Apps: Developing Novel Applications That Enhance Team Coordination, Communication, and Effectiveness.
Small Group Research,
48(5), 591-620.
https://doi.org/10.1177/1046496417721745van Gemeren, C. J., Poppe, R. W., & Veltkamp, R. C. (2017).
Lend Me a Hand: Auxiliary Image Data Helps Interaction Detection. In R. Bilof (Ed.),
Proceedings of the 12th IEEE International Conference on
Automatic Face and Gesture Recognition (FG 2017): 30 May - 3 June 2017, Washington, DC, USA (pp. 538-543). Institute of Electrical and Electronics Engineers Inc..
https://doi.org/10.1109/FG.2017.72 Poppe, R. W. (2017).
Automatic Analysis of Bodily Social Signals. In J. K. Burgoon, N. Magnenat-Thalman, M. Pantic, & A. Vinciarelli (Eds.),
Social Signal Processing (pp. 155-167). Cambridge Universtiy Press.
https://doi.org/10.1017/9781316676202.012 Van Delden, R., Moreno, A.
, Poppe, R. W., Reidsma, D., & Heylen, D. K. J. (2017).
A Thing of Beauty: Steering Behavior in an Interactive Playground. In
Proceedings of the Conference on Human Factors in Computing Systems (CHI) (pp. 2462-2472). ACM.
https://doi.org/10.1145/3025453.3025816Jung, M. M., Poel, M.
, Poppe, R. W., & Heylen, D. K. J. (2017).
Automatic recognition of touch gestures in the corpus of social touch.
Journal on Multimodal User Interfaces,
11(1), 81–96.
https://doi.org/10.1007/s12193-016-0232-9Tu, Z., Xie, W., Cao, J.
, van Gemeren, C. J., Poppe, R. W., & Veltkamp, R. C. (2017).
Variational method for joint optical flow estimation and edge-aware image restoration.
Pattern Recognition,
65, 11-25.
https://doi.org/10.1016/j.patcog.2016.10.027 2016
Scholarly publications
van Gemeren, C. J., Poppe, R. W., & Veltkamp, R. C. (2016).
Locating Human Interactions With Discriminatively Trained Deformable Pose+Motion Parts. In
Proceedings of the International Conference on Pattern Recognition (ICPR) (pp. 991-996)
https://doi.org/10.1109/ICPR.2016.7899765 Lorbach, M. T., Poppe, R. W., van Dam, E.
, Veltkamp, R. C., & Noldus, L. (2016).
Transfer Learning for Rodent Behavior Recognition. In A. Spink, G. Riedel, L. Zhou, L. E. A. Teekens, R. Albatal, & C. Gurrin (Eds.),
Proceedings of Measuring Behavior 2016: 10th International Conference on Methods and Techniques in Behavioral Research (pp. 461-489)
https://dspace.library.uu.nl/bitstream/handle/1874/346300/Transfer.pdf?sequence=1 Böck, R., Bonin, F., Campbell, N.
, & Poppe, R. W. (2016).
Proceedings of the Workshop on Multimodal Analyses enabling Artificial Agents in Human-Machine Interaction. ACM.
http://dl.acm.org/citation.cfm?id=3011263Poppe, R. W., Meyer, J. J. C., Veltkamp, R. C., & Dastani, M. M. (Eds.) (2016).
Intelligent technologies for interactive entertainment: 8th International Conference, INTETAIN 2016, Utrecht, The Netherlands, June 28–30, 2016 : Revised Selected Papers. (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering; Vol. 178). Springer.
https://doi.org/10.1007/978-3-319-49616-0 Miri, H., Kolkmeier, J., Taylor, P. J.
, Poppe, R. W., & Heylen, D. K. J. (2016).
Project SENSE – Multimodal Simulation with Full-Body Real-Time Verbal and Nonverbal Interactions. In
Proceedings of the International Conference on Intelligent Technologies for Interactive Entertainment (INTETAIN) (pp. 279-284). (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering; Vol. 178). Springer.
https://doi.org/10.1007/978-3-319-49616-0_28Moreno, A.
, Poppe, R. W., & Heylen, D. K. J. (2016).
Play with Me! Gender-Typed Social Play Behavior Analysis in Interactive Tag Games. In
Proceedings of the International Conference on Intelligent Technologies for Interactive Entertainment (INTETAIN) (pp. 146-157). (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering; Vol. 178). Springer.
https://doi.org/10.1007/978-3-319-49616-0_14Böck, R., Bonin, F., Campbell, N.
, & Poppe, R. W. (2016).
International workshop on multimodal analyses enabling artificial agents in human-machine interaction (workshop summary). In
Proceedings of the 18th ACM International Conference on Multimodal Interaction (ICMI 2016) (pp. 604-605). ACM.
https://doi.org/10.1145/2993148.3007634van Gemeren, C. J., Poppe, R. W., & Veltkamp, R. C. (2016).
Spatio-Temporal Detection of Fine-Grained Dyadic Human Interactions. In
Proceedings of the International Workshop on Human Behavior Understanding (HBU) (pp. 116-133). (Lecture Notes in Computer Science; Vol. 9997). Springer.
https://doi.org/10.1007/978-3-319-46843-3_8 Moreno, A., Van Delden, R.
, Poppe, R. W., Reidsma, D., & Heylen, D. K. J. (2016).
Augmenting playspaces to enhance the game experience: A tag game case study.
Entertainment Computing,
16, 67-79.
https://doi.org/10.1016/j.entcom.2016.03.001Moreno, A.
, & Poppe, R. W. (2016).
Automatic behavior analysis in tag games: From traditional spaces to interactive playgrounds.
Journal on Multimodal User Interfaces,
10(1), 63-75.
https://doi.org/10.1007/s12193-016-0211-12015
Scholarly publications
Moreno, A., Van Delden, R.
, Poppe, R. W., Reidsma, D., & Heylen, D. K. J. (2015).
Augmenting Traditional Playground Games to Enhance Game Experience. In
Proceedings of the International Conference on Intelligent Technologies for Interactive Entertainment (INTETAIN) (pp. 140-149). IEEE.
https://doi.org/10.4108/icst.intetain.2015.259399Tu, Z., Poppe, R. W., & Veltkamp, R. C. (2015).
Estimating Accurate Optical Flow in the Presence of Motion Blur.
Journal of Electronic Imaging,
24(5), Article 053018.
https://doi.org/10.1117/1.JEI.24.5.053018 Hürst, W. O., Poppe, R. W., & van Angeren, J. (2015).
Drawing Outside the Lines: Tracking-based Gesture Interaction in Mobile Augmented Entertainment. In A. Sanna, F. Lamberti, J. Rokne, & V. Gatteschi (Eds.),
7th International Conference on Intelligent Technologies for Interactive Entertainment IEEE.
https://doi.org/10.4108/icst.intetain.2015.259589 Lorbach, M. T., Poppe, R. W., van Dam, E., Noldus, L.
, & Veltkamp, R. C. (2015).
Automated Recognition of Social Behavior in Rats: The Role of Feature Quality. In
Image Analysis and Processing — ICIAP 2015 : 18th International Conference, Genoa, Italy, September 7-11, 2015, Proceedings (Vol. 2, pp. 565-574). (Lecture Notes in Computer Science ; Vol. 9280). Springer.
https://doi.org/10.1007/978-3-319-23234-8_52 Other output
Wijnroks, A., & Poppe, R. W. (2015, May 11). Assessing self and other's spatial affordances in static and dynamic environments. Unpublished.
2014
Scholarly publications
Van Delden, R., Moreno, A.
, Poppe, R., Reidsma, D., & Heylen, D. K. J. (2014).
Steering Gameplay Behavior in the Interactive Tag Playground. In
Ambient Intelligence: Revised Selected Papers of the European Conference on Ambient Intelligence (AmI) (pp. 145-157). (Lecture Notes in Computer Science; Vol. 8850). Springer.
https://doi.org/10.1007/978-3-319-14112-1 13Jung, M. M.
, Poppe, R., Poel, M., & Heylen, D. K. J. (2014).
Touching the Void - Introducing CoST: Corpus of Social Touch. In
Proceedings of the International Conference on Multimodal Interaction (ICMI) (pp. 120-127). ACM New York, NY, USA.
https://doi.org/10.1145/2663204.2663242van Gemeren, C., Tan, R.
, Poppe, R., & Veltkamp, R. (2014).
Dyadic Interaction Detection from Pose and Flow. In
Proceedings of the International Workshop on Human Behavior Understanding (HBU) (pp. 101-115). (Lecture Notes in Computer Science; Vol. 8749). Springer.
https://doi.org/10.1007/978-3-319-11839-0_9 Joosse, M. P.
, Poppe, R., Lohse, M., & Evers, V. (2014).
Cultural differences in how an engagement-seeking robot should approach a group of people. In
CABS '14 Proceedings of the 5th ACM international conference on Collaboration across boundaries: culture, distance & technology (pp. 121-130). Association for Computing Machinery.
https://doi.org/10.1145/2631488.2631499