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  • 2020
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Author

  • Roland Goecke
Article

Analyzing group-level emotion with global alignment kernel based approach

Huang, X., Dhall, A., Goecke, R., Pietikainen, M. K. & Zhao, G., 14 Nov 2019, In : IEEE Transactions on Affective Computing. p. 1-15 15 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

An investigation of linguistic stress and articulatory vowel characteristics for automatic depression classification

Stasak, B., Epps, J. & GOECKE, R., 1 Jan 2019, In : Computer Speech and Language. 53, p. 140-155 16 p.

Research output: Contribution to journalArticle

Open Access
File
1 Citation (Scopus)
3 Downloads (Pure)

Automatic Depression Classification Based on Affective Read Sentences: Opportunities for Text-Dependent Analysis

Stasak, B., Epps, J. & Goecke, R., Dec 2019, In : Speech Communication. 115, p. 1-14 14 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)

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

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)
12 Downloads (Pure)

Evaluating and Validating Emotion Elicitation Using English and Arabic Movie Clips on a Saudi Sample

Alghowinem, S., Goecke, R., Wagner, M. & Alwabil, A., 14 May 2019, In : Sensors. 19, 10, p. 1-31 31 p., 2218.

Research output: Contribution to journalArticle

Open Access
File
3 Citations (Scopus)
11 Downloads (Pure)
3 Citations (Scopus)

Hierarchical Adversarial Network for Human Pose Estimation

RADWAN, I. H. I., Moustafa, N., Keating, B., Choo, K-K. R. & GOECKE, R., 2019, In : IEEE Access. 7, p. 103619-103628 10 p.

Research output: Contribution to journalArticle

Open Access
File
1 Downloads (Pure)

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
16 Citations (Scopus)
2 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., 8323249.

Research output: Contribution to journalArticle

9 Citations (Scopus)

Quinine ingestion during the latter stages of a 3000 m time trial fails to improve cycling performance.

Etxebarria, N., Clark, B., Ross, M., Hui, T., Goecke, R., Rattray, B. & Burke, L. M., 20 Sep 2020, (Accepted/In press) In : International Journal of Sport Nutrition. p. 1-16 16 p.

Research output: Contribution to journalArticle

Conference contribution

Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks

Mustafa, A., Khan, S. H., Hayat, M., Goecke, R., Shen, J. & Shao, L., 27 Oct 2019, Proceedinsg of the 2019 IEEE/CVF International Conference on Computer Vision (ICCV 2019). Lee, K. M., Forsyth, D., Pollefeys, M. & Tang, X. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 3384-3393 10 p.

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

Open Access
3 Citations (Scopus)

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)

Automated Measurement of Head Movement Synchrony during Dyadic Depression Severity Interviews

BHATIA, S., GOECKE, R., Hammal, Z. & Cohn, J. F., 1 May 2019, Proceedings - 14th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2019. Danvers, United States: IEEE, Institute of Electrical and Electronics Engineers, p. 169-176 8 p. 8756509. (Proceedings - 14th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2019).

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

Automatic Segmentation of Achilles Tendon Tissues Using Deep Convolutional Neural Network

Alzyadat, T., Praet, S., Chetty, G., Goecke, R., Hughes, D., Kumar, D., Welvaert, M., Vlahovich, N. & Waddington, G., 10 Oct 2020, Machine Learning in Medical Imaging (MLMI 2020). Liu, M., Yan, P., Lian, C. & Cao, X. (eds.). Netherlands: Springer, p. 444-454 11 p. (Lecture Notes in Computer Science; vol. 12346).

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

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)

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

86 Citations (Scopus)
3 Downloads (Pure)

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

EmotiW 2019: Automatic emotion, engagement and cohesion prediction tasks

Dhall, A., Ghosh, S., Goecke, R. & Gedeon, T., 14 Oct 2019, ICMI 2019 - Proceedings of the 2019 International Conference on Multimodal Interaction. Gao, W., Ling Meng, H. M., Turk, M., Fussell, S. R., Schuller, B., Schuller, B., Song, Y. & Yu, K. (eds.). New York: Association for Computing Machinery, Inc, p. 546-550 5 p. (ICMI 2019 - Proceedings of the 2019 International Conference on Multimodal Interaction).

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

Estimation of Missing Human Body Parts via Bidirectional LSTM

RADWAN, I. H. I., Asthana, A., ISMAIL, H., Keating, B. & GOECKE, R., 2019, Proceedings of the 2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019). Danvers, USA: IEEE, Institute of Electrical and Electronics Engineers, p. 443-447 5 p. 8756597. (Proceedings - 14th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2019).

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

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

28 Citations (Scopus)
1 Downloads (Pure)

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

Gait Estimation and Analysis from Noisy Observations

Ismail, H., Radwan, I., Suominen, H. & Goecke, R., 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Barbieri, R. (ed.). IEEE, Institute of Electrical and Electronics Engineers, p. 2707-2712 6 p.

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

Sway Risk Analysis Based on Age Group Classification

Ismail, H., Radwan, I., Suominen, H., Waddington, G. & Goecke, R., 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Barbieri, R. (ed.). IEEE, Institute of Electrical and Electronics Engineers, p. 392-398 7 p. 8856843. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

Editorial

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
6 Citations (Scopus)