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Author

  • Roland Goecke
2015

Dominant interaction group detection in team sports

BOZORGTABAR, B. & GOECKE, R., 2015, 21st ACM SIGKDD Conference on knowledge discovery and data mining: Proceedings of the largescale sports analysis workshop. Joachims, T. & Webb, G. (eds.). Sydney: Association for Computing Machinery (ACM), p. 1-4 4 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Enhanced Laplacian Group Sparse Learning with Lifespan Outlier Rejection for Visual Tracking

Bozorgtabar, S. & GOECKE, R., 2015, 12th Asian Conference on Computer Vision (ACCV 2014): Lecture Notes in Computer Science. Cremers, D., Saito, H., Reid, I. & Yang, M-H. (eds.). Switzerland: Springer, Vol. 9007. p. 564-578 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9007).

Research output: A Conference proceeding or a Chapter in BookConference contribution

1 Downloads (Pure)

Injury mechanism classification in soccer videos

ORUGANTI, R. & GOECKE, R., 2015, 2015 IEEE International conference on computer vision workshop (ICCVW). Medioni, G. & Camps, O. (eds.). California: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 774-779 6 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

1 Citation (Scopus)

Multi-level action detection via learning latent structure

BOZORGTABAR, B. & GOECKE, R., 27 Sep 2015, Proceedings of the IEEE International conference on image processing (ICIP 2015). Chopde, A. M. & Vatti, R. (eds.). Quebec City, Canada: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 3004-3008 5 p. 7351354. (Proceedings - International Conference on Image Processing, ICIP; vol. 2015-December).

Research output: A Conference proceeding or a Chapter in BookConference contribution

1 Downloads (Pure)

Ordered trajectories for human action recognition with large number of classes

Ramana-Murthy, O. & GOECKE, R., 2015, In : Image and Vision Computing. 42, p. 22-34 13 p.

Research output: Contribution to journalArticle

13 Citations (Scopus)

Player falling detection in soccer matches video

ORUGANTI, R. & GOECKE, R., 2015, Proceedings of the large scale sports analysis workshop, 21st ACM SIGKDD Conference on knowledge discovery and data mining. Joachims, T. & Webb, G. (eds.). Sydney: Association for Computing Machinery (ACM), Vol. 1. p. 1-4 4 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Play with me - Measuring a child's engagement in a social interaction

RAJAGOPALAN, S., ORUGANTI, R., GOECKE, R. & Rozga, A., 4 May 2015, 2015 11th IEEE International conference and workshop on Automatic face and gesture recognition (FG 2015). Bowyer, K., Leonardo, A. & Cohn, J. (eds.). Ljubljana, Slovenia: IEEE, Vol. 1. p. 1-8 8 p. (2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2015).

Research output: A Conference proceeding or a Chapter in BookConference contribution

10 Citations (Scopus)

Riesz-based volume local binary pattern and a novel group expression model for group happiness intensity analysis

Huang, X., DHALL, A., Zhao, G., GOECKE, R. & Pietikainen, M., 2015, Proceedings of the British Machine Vision Conference (BMVC). Xie, X., Jones, M. W. & Tam, G. K. L. (eds.). Great Britain: BMVA Press, Vol. 1. p. 34.1-34.13 13 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
File
6 Downloads (Pure)

The more the merrier: Analysing the affect of a group of people in images

DHALL, A., Joshi, J., Sikka, K., GOECKE, R. & Sebe, N., 4 May 2015, 11th IEE International conference and workshop on Automatic face and gesture recognition (FG 2015). Bowyer, K., Leonardis, A. & Cohn, J. (eds.). Slovenia: IEEE, Vol. 1. p. 1-8 8 p. 7163151. (2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2015).

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
46 Citations (Scopus)

Video and Image based Emotion Recognition Challenges in the Wild: EmotiW 2015

DHALL, A., ORUGANTI, R., GOECKE, R., Joshi, J. & Gedeon, T., 9 Nov 2015, ICMI 2015 - Proceedings of the 2015 ACM International Conference on Multimodal Interaction. Cohen, P. R. (ed.). Seattle, USA: The Association for Computing Machinery, p. 423-426 4 p. (ICMI 2015 - Proceedings of the 2015 ACM International Conference on Multimodal Interaction).

Research output: A Conference proceeding or a Chapter in BookConference contribution

123 Citations (Scopus)
2016

An Investigation of Emotional Speech in Depression Classification

Stasek, B., Epps, J., Cummins, N. & GOECKE, R., 2016, 17TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2016), VOLS 1-5. Morgan, N. (ed.). San Francisco: International Speech Communication Association, p. 485-489 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
16 Citations (Scopus)
2 Downloads (Pure)

Cross-Cultural Depression Recognition from Vocal Biomarkers

Alghowinem, S., GOECKE, R., Epps, J., WAGNER, M. & Cohn, J., 2016, Proceedings of Interspeech 2016. Morgan, N. (ed.). San Francisco: International Speech Communication Association (ISCA), Vol. 08-12-September-2016. p. 1943-1947 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
12 Citations (Scopus)
2 Downloads (Pure)

Dimensionality reduction of Fisher vectors for human action recognition

ORUGANTI, R. & GOECKE, R., 2016, In : IET Computer Vision. 10, 5, p. 392-397 6 p.

Research output: Contribution to journalArticle

Efficient multi-target tracking via discovering dense subgraphs

BOZORGTABAR, B. & GOECKE, R., 2016, In : Computer Vision and Image Understanding. 144, C, p. 205-216 12 p.

Research output: Contribution to journalArticle

Open Access
File
4 Citations (Scopus)
9 Downloads (Pure)

Emotion Recognition in the Wild

DHALL, A., GOECKE, R., Gedeon, T. & Sebe, N., 2016, In : Journal on Multimodal User Interfaces. 10, 2, p. 95-97 3 p.

Research output: Contribution to journalEditorial

Open Access
5 Citations (Scopus)

Emotion recognition in the wild challenge 2016

Dhall, A., GOECKE, R., Joshi, J. & Gedeon, T., 12 Nov 2016, Proceedings of the 18th ACM International Conference on Multimodal Interaction (ICMI2016). Pelachaud, C., Nakano, Y. I., Nishida, T., Busso, C., Morency, L-P. & Andre, E. (eds.). ACM New York, USA, p. 587-588 2 p. (ICMI 2016 - Proceedings of the 18th ACM International Conference on Multimodal Interaction).

Research output: A Conference proceeding or a Chapter in BookConference contribution

7 Citations (Scopus)

EmotiW 2016: Video and Group-Level Emotion Recognition Challenges

Dhall, A., GOECKE, R., Joshi, J., Hoey, J. & Gedeon, T., 2016, ICMI 2016 - Proceedings of the 18th ACM International Conference on Multimodal Interaction. Nakano, Y. I., André, E., Nishida, T., Morency, L-P., Busso, C. & Pelachaud, C. (eds.). New York: Association for Computing Machinery (ACM), Vol. 1. p. 427-432 6 p. (ICMI 2016 - Proceedings of the 18th ACM International Conference on Multimodal Interaction).

Research output: A Conference proceeding or a Chapter in BookConference contribution

82 Citations (Scopus)
3 Downloads (Pure)

Extending long short-term memory for multi-view structured learning

Rajagopalan, S., Morency, L-P., Baltrusaitis, T. & GOECKE, R., 2016, Proceedings of the European Conference on Computer Vision (ECCV 2016). Welling, M., Sebe, N., Matas, J. & Leibe, B. (eds.). Cham: Springer, Vol. 9911. p. 338-353 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9911 LNCS).

Research output: A Conference proceeding or a Chapter in BookConference contribution

22 Citations (Scopus)
1 Downloads (Pure)
2017

A multimodal system to characterise melancholia: Cascaded bag of words approach

Bhatia, S., Hayat, M. & Goecke, R., 3 Nov 2017, ICMI 2017 - Proceedings of the 19th ACM International Conference on Multimodal Interaction. Glasgow, United Kingdom: Association for Computing Machinery, Inc, p. 274-280 7 p. (ICMI 2017 - Proceedings of the 19th ACM International Conference on Multimodal Interaction; vol. 2017-January).

Research output: A Conference proceeding or a Chapter in BookConference contribution

2 Citations (Scopus)

A Video-Based Facial Behaviour Analysis Approach to Melancholia

BHATIA, S., HAYAT, M., Breakspear, M., Parker, G. & GOECKE, R., 30 May 2017, Proceedings of the IEEE International Conference on Automatic Face and Gesture Recognition (FG 2017). Washington DC, USA: IEEE, Institute of Electrical and Electronics Engineers, p. 754-761 8 p. 7961817. (2017 12TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG 2017)).

Research output: A Conference proceeding or a Chapter in BookConference contribution

7 Citations (Scopus)

Detection of Universal Cross-Cultural Depression Indicators from the Physiological Signals of Observers

Plested, J. F., Gedeon, T., Zhu, X. Y., DHALL, A. & GOECKE, R., 20 Oct 2017, Proceedings of the 2017 Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW 2017). San Antonio, TX, USA: IEEE, Institute of Electrical and Electronics Engineers, p. 185-192 8 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

3 Citations (Scopus)

Elicitation design for acoustic depression classification: An investigation of articulation effort, linguistic complexity, and word affect

Stasak, B., Epps, J. & Goecke, R., 20 Aug 2017, 18th Annual Conference of the International Speech Communication Association (INTERSPEECH 2017). Stockholm, Sweden: International Speech Communication Association (ISCA), Vol. 1-6. p. 834-838 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
9 Citations (Scopus)

From individual to group-level emotion recognition: EmotiW 5.0

Dhall, A., Goecke, R., Ghosh, S., Joshi, J., Hoey, J. & Gedeon, T., 3 Nov 2017, ICMI 2017 - Proceedings of the 19th ACM International Conference on Multimodal Interaction. Lank, E., Hoggan, E., Subramanian, S., Vinciarelli, A. & Brewster, S. A. (eds.). New York, New York, USA: ACM Press, New York, NY USA, p. 524-528 5 p. (ICMI 2017 - Proceedings of the 19th ACM International Conference on Multimodal Interaction; vol. 2017-January).

Research output: A Conference proceeding or a Chapter in BookConference contribution

66 Citations (Scopus)

Heart Rate Estimation From Facial Videos for Depression Analysis

Mustafa, A., Bhatia, S., Hayat, M. & Goecke, R., 23 Oct 2017, Proceedings of the 2017 Seventh International Conference on Affective Computing and Intelligent Interaction (ACII 2017). San Antonio, TX, USA: IEEE, Institute of Electrical and Electronics Engineers, p. 498-503 6 p. (2017 SEVENTH INTERNATIONAL CONFERENCE ON AFFECTIVE COMPUTING AND INTELLIGENT INTERACTION (ACII)).

Research output: A Conference proceeding or a Chapter in BookConference contribution

Human Postural Sway Estimation from Noisy Observations

ISMAIL, H., RADWAN, I. H. I., SUOMINEN, H., WADDINGTON, G. & GOECKE, R., 30 May 2017, Proceedings of the 12th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2017). Bowyer, K., Chellappa, R. & Cohn, J. (eds.). Washington DC: IEEE, Institute of Electrical and Electronics Engineers, p. 454-461 8 p. 7961776. (2017 12TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG 2017)).

Research output: A Conference proceeding or a Chapter in BookConference contribution

3 Citations (Scopus)

Investigating word affect features and fusion of probabilistic predictions incorporating uncertainty in AVEC 2017

Dang, T., Stasak, B., Huang, Z., Jayawardena, S., Atcheson, M., Hayat, M., Le, P., Sethu, V., Goecke, R. & Epps, J., 23 Oct 2017, AVEC 2017 - Proceedings of the 7th Annual Workshop on Audio/Visual Emotion Challenge, co-located with MM 2017. Mountain View, USA: ACM Association for Computing Machinery, p. 27-35 9 p. (AVEC 2017 - Proceedings of the 7th Annual Workshop on Audio/Visual Emotion Challenge, co-located with MM 2017).

Research output: A Conference proceeding or a Chapter in BookConference contribution

10 Citations (Scopus)

Joint Registration and Representation Learning for Unconstrained Face Identification

HAYAT, M., Khan, S., Werghi, N. & GOECKE, R., 6 Nov 2017, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR’17). Honolulu, Hawaii, USA: IEEE, p. 1551-1560 10 p. (30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017)).

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
14 Citations (Scopus)
2018

EmotiW 2018: Audio-Video, Student Engagement and Group-Level Affect Prediction

Dhall, A., Kaur, A., GOECKE, R. & Gedeon, T., 16 Oct 2018, Proceedings of the 20th ACM International Conference on Multimodal Interaction (ICMI2018). New York, USA: ACM Association for Computing Machinery, p. 653-656 4 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

3 Citations (Scopus)

MSMCT: Multi-State Multi-Camera Tracker

BOZORGTABAR, B. & GOECKE, R., 1 Dec 2018, In : IEEE Transactions on Circuits and Systems for Video Technology. 28, 12, p. 3361-3376 16 p., 8048028.

Research output: Contribution to journalArticle

1 Citation (Scopus)

Multimodal Depression Detection: Fusion Analysis of Paralinguistic, Head Pose and Eye Gaze Behaviors

Alghowinem, S., GOECKE, R., WAGNER, M., Epps, J., Hyett, M., Parker, G. & Breakspear, M., 1 Oct 2018, In : IEEE Transactions on Affective Computing. 9, 4, p. 478-490 13 p., 7763752.

Research output: Contribution to journalArticle

Open Access
File
13 Citations (Scopus)
1 Downloads (Pure)

Multi-modal Framework for Analyzing the Affect of a Group of People

Huang, X., Dhall, A., Goecke, R., Pietikainen, M. & Zhao, G., Oct 2018, In : IEEE Transactions on Multimedia. 20, 10, p. 2706-2721 16 p.

Research output: Contribution to journalArticle

9 Citations (Scopus)
2020

Deeply Supervised Discriminative Learning for Adversarial Defense

Mustafa, A., Khan, S. H., Hayat, M., Goecke, R., Shen, J. & Shao, L., 5 Mar 2020, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. p. 1-13 13 p.

Research output: Contribution to journalArticle

Feature Map Augmentation to Improve Rotation Invariance in Convolutional Neural Networks

Kumar, D., Sharma, D. & Goecke, R., 2020, Advanced Concepts for Intelligent Vision Systems - 20th International Conference, ACIVS 2020, Proceedings. Blanc-Talon, J., Delmas, P., Philips, W., Popescu, D. & Scheunders, P. (eds.). Switzerland: Springer, p. 348-359 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12002 LNCS).

Research output: A Conference proceeding or a Chapter in BookConference contribution