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Author

  • Roland Goecke
Article

Automatic group happiness intensity analysis

Dhall, A., GOECKE, R. & Gedeon, T., 2015, In : IEEE Transactions on Affective Computing. 6, 1, p. 13-26 14 p., 7029085.

Research output: Contribution to journalArticle

55 Citations (Scopus)
4 Downloads (Pure)

Collecting Large, Richly Annotated Facial-Expression Databases from Movies

Dhall, A., Goecke, R., Lucey, S. & Gedeon, T., 2012, In : IEEE Multimedia. 19, 3, p. 34-41 8 p.

Research output: Contribution to journalArticle

Open Access
227 Citations (Scopus)
1 Downloads (Pure)

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)
9 Downloads (Pure)
3 Citations (Scopus)

Facial Performance Transfer via Deformable Models and Parametric Correspondence

Asthana, A., De La Hunty, M., Dhall, A. & Goecke, R., Sep 2012, In : IEEE Transactions on Visualization and Computer Graphics. 18, 9, p. 1511-1519 9 p.

Research output: Contribution to journalArticle

12 Citations (Scopus)
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 assistive technologies for depression diagnosis and monitoring

Joshi, J., GOECKE, R., Alghowinem, S., Dhall, A., WAGNER, M., Epps, J., Parker, G. & Breakspear, M., 2013, In : Journal on Multimodal User Interfaces. 7, 3, p. 217-228 12 p.

Research output: Contribution to journalArticle

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

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)

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)

Thermal spatio-temporal data for stress recognition

Sharma, N., DHALL, A., Gedeon, T. & GOECKE, R., 2014, In : Eurasip Journal on Image and Video Processing. 28, p. 1-7 7 p.

Research output: Contribution to journalArticle

Open Access
File
10 Citations (Scopus)
3 Downloads (Pure)
Chapter

A Multilevel Fusion Approach for Audiovisual Emotion Recognition

CHETTY, G., WAGNER, M. & GOECKE, R., 2 Jan 2015, Emotion Recognition: A Pattern Analysis Approach: A Pattern Analysis Approach. Konar, A. & Chakraborty, A. (eds.). USA: John Wiley & Sons, p. 437-460 24 p. (Emotion Recognition: A Pattern Analysis Approach).

Research output: A Conference proceeding or a Chapter in BookChapter

5 Citations (Scopus)
1 Downloads (Pure)
Conference contribution

A comparative study of different classifiers for detecting depression from spontaneous speech

Alghowinem, S., Goecke, R., Wagner, M., Epps, J., Gedeon, T., Breakspear, M. & Parker, G., 2013, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Ward, R. & Deng, L. (eds.). Vancouver, British Columbia, Canada: IEEE, Institute of Electrical and Electronics Engineers, p. 8022-8026 5 p.

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

38 Citations (Scopus)

Adaptive Multiple Component Metric Learning for Robust Visual Tracking

BOZORGTABAR, B. & GOECKE, R., 2013, Neural Information Processing - Lecture Notes of Computer Science. Lee, M., Hirose, A., Hou, Z-G. & Kil, R. M. (eds.). Germany: Springer, Vol. 8228. p. 566-575 10 p.

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

A Discriminative Parts Based Model Approach for Fiducial Points Free and Shape Constrained Head Pose Normalisation in the Wild

DHALL, A., Sikka, K., Littlewort, G., GOECKE, R. & Bartlett, M., 2014, 2014 IEEE Winter Conference on Applications of Computer Vision. Piscataway: IEEE, p. 1028-1035 8 p. (2014 IEEE Winter Conference on Applications of Computer Vision, WACV 2014).

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

Open Access
File
5 Citations (Scopus)
2 Downloads (Pure)

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)

An Improved NN Training Scheme Using Two-Stage LDA Features for Face Recognition

Bozorgtabar, S. & Goecke, R., 2012, Neural Information Processing - LNCS 7667. Huang, T., Zeng, Z., Li, C. & Leung, C. S. (eds.). Berlin Heidelberg: Springer, p. 662-671 10 p.

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

1 Citation (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)

A temporally piece-wise fisher vector approach for depression analysis

DHALL, A. & GOECKE, R., 2015, 2015 International Conference on Affective Computing and Intelligent Interaction, ACII 2015. Lowie, R., Ji, Q. & Tao, J. (eds.). China: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 255-259 5 p. 7344580. (2015 International Conference on Affective Computing and Intelligent Interaction, ACII 2015).

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

19 Citations (Scopus)

AusTalk, The Australian Speech Database: Design Framework, Recording Experience and Localisation

Alghowinem, S., WAGNER, M. & GOECKE, R., 2013, 8th International Conference on IT in Asia 2013 (CITA'13). Labadin, J., Minoi, J-L., Iskandar, D. N. A. & Masli, A. B. (eds.). Malaysia: IEEE, Institute of Electrical and Electronics Engineers, p. 1-7 7 p.

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

Automatic prediction of perceived traits using visual cues under varied situational context

Joshi, J., Gunes, H. & GOECKE, R., 2014, 2014 22nd International Conference on Pattern Recognition. Borga (ed.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 2855-2860 6 p. 6977205. (Proceedings - International Conference on Pattern Recognition).

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

18 Citations (Scopus)
2 Downloads (Pure)

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)

Can Body Expressions Contribute to Automatic Depression Analysis?

Joshi, J., GOECKE, R., Parker, G. & Breakspear, M., 2013, IEEE International Conference on Automated Face and Gesture Recognition FG2013. Chellappa, R., Chen, X. & Ji, Q. (eds.). Shanghai, China: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 1-7 7 p.

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

38 Citations (Scopus)
5 Downloads (Pure)

Characterising Depressed Speech for Classification

Alghowinem, S., GOECKE, R., WAGNER, M., Epps, J., Parker, G. & Breakspear, M., 2013, 14th Annual Conference of the International Speech Communication Association Interspeech 2013. Bimbot, F., Fougeron, C. & Pellegrino, F. (eds.). Lyon, France: International Speech Communication Association, p. 2534-2538 5 p.

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

Open Access
16 Citations (Scopus)

Correcting Pose Estimation with Implicit Occlusion Detection and Rectification

RADWAN, I. H. I., Dhall, A. & Goecke, R., 2012, The 2012 21th International Conference on Pattern Recognition (ICPR2012). Tsukuba, Japan: IEEE, Institute of Electrical and Electronics Engineers, p. 3496-3499 4 p. (International Conference on Pattern Recognition).

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

1 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)

Cross cultural detection of depression from nonverbal behaviour

Alghowinem, S., GOECKE, R., Cohn, J., WAGNER, M., Parker, G. & Breakspear, M., 2015, 11th IEEE International conference and workshop on Automatic Face and Gesture Recognition 2015. Bowyer, K., Leonardis, A. & Cohn, J. (eds.). Slovenia: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 1-8 8 p. 7163113. (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
File
18 Citations (Scopus)
116 Downloads (Pure)

Dense Body Part Trajectories for Human Action Recognition

ORUGANTI, R., RADWAN, I. H. I. & GOECKE, R., 2014, 2014 IEEE International Conference on Image Processing, ICIP 2014. Pesquet-Popescu & Fowler (eds.). Paris, France: IEEE, Institute of Electrical and Electronics Engineers, p. 1465-1469 5 p. 7025293. (2014 IEEE International Conference on Image Processing, ICIP 2014).

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

3 Citations (Scopus)
3 Downloads (Pure)

Design of an Emotion Elicitation Framework for Arabic Speakers

Alghowinem, S., Alghuwinem, S., Alshehri, M., Alwabil, A., GOECKE, R. & WAGNER, M., 2014, Human-Computer Interaction: Advanced Interaction Modalities and Techniques - 16th International Conference, HCI International 2014, Proceedings. Kurosu, M. (ed.). PART 2 ed. Germany: Springer, p. 717-728 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8511 LNCS).

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

3 Citations (Scopus)

Detecting depression: A comparison between spontaneous and read speech

Alghowinem, S., Goecke, R., Wagner, M., Epps, J., Breakspear, M. & Parker, G., 2013, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Ward, R. & Deng, L. (eds.). Canada: IEEE, Institute of Electrical and Electronics Engineers, p. 7547-7551 5 p.

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

50 Citations (Scopus)

Detecting Self-Stimulatory Behaviours for Autism Diagnosis

RAJAGOPALAN, S. & GOECKE, R., 2014, 2014 IEEE International Conference on Image Processing, ICIP 2014. Paris, France: IEEE, Institute of Electrical and Electronics Engineers, p. 564-578 15 p. 7025294. (2014 IEEE International Conference on Image Processing, ICIP 2014).

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

8 Citations (Scopus)
4 Downloads (Pure)

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)

Diagnosis of depression by behavioural signals: A multimodal approach

Cummins, N., Joshi, J., Dhall, A., Sethu, V., Goecke, R. & Epps, J., 2013, AVEC 2013 - Proceedings of the 3rd ACM International Workshop on Audio/Visual Emotion Challenge. Schuller, B., Valstar, M., Cowie, R., Pantic, M. & Krajewski, J. (eds.). Barcelona, Spain: Association for Computing Machinery (ACM), p. 11-20 10 p.

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

55 Citations (Scopus)

Discriminative multi-task sparse learning for robust visual tracking using conditional random field

Bozorgtabar, S. & GOECKE, R., 2015, 2014 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2014. Bouzerdoum, A., Wang, L., Ogunbona, P., Li, W. & Phung, S. L. (eds.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1-8 8 p. 7008102. (2014 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2014).

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

Open Access
File

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

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)

Emotion Recognition In The Wild Challenge (EmotiW) challenge and workshop summary

Dhall, A., Goecke, R., Joshi, J., Wagner, M. & Gedeon, T., 9 Dec 2013, ICMI 2013 - Proceedings of the 2013 ACM International Conference on Multimodal Interaction. New Yrok, NY, USA: ACM, p. 371-372 2 p.

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

20 Citations (Scopus)

Emotion Recognition In The Wild Challenge 2013

Dhall, A., GOECKE, R., Joshi, J., WAGNER, M. & Gedeon, T., 2013, ICMI'13 : Proceedings of the 15th ACM International Conference on Multimodal Interaction. Epps, J., Chen, F., Oviatt, S. & Mase, K. (eds.). New York, USA: ACM, p. 509-516 8 p.

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

Open Access
105 Citations (Scopus)
3 Downloads (Pure)

Emotion Recognition in the Wild Challenge 2014: Baseline, Data and Protocol

DHALL, A., GOECKE, R., Joshi, J., Sikka, K. & Gedeon, T., 2014, ICMI 2014 - Proceedings of the 2014 International Conference on Multimodal Interaction. Salah, Cohn & Schuller (eds.). USA: Association for Computing Machinery (ACM), p. 461-466 6 p. (ICMI 2014 - Proceedings of the 2014 International Conference on Multimodal Interaction).

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

114 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)

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

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)

Exploring eye activity as an indication of emotional states using an eye-tracking sensor

Alghowinem, S., Alshehri, M., GOECKE, R. & WAGNER, M., 2014, Intelligent Systems for Science and Information: Extended and Selected Results from the Science and Information Conference 2013. Chen, L., Kapoor, S. & Bhatia, R. (eds.). Germany: Springer, Vol. 542. p. 261-276 16 p. (Studies in Computational Intelligence; vol. 542).

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

23 Citations (Scopus)

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)

Eye Movement Analysis For Depression Detection

Alghowinem, S., GOECKE, R., WAGNER, M., Parker, G. & Breakspear, M., 2013, 2013 IEEE International Conference on Image Processing ICIP2013. Lovell, B. & Suter, D. (eds.). Melbourne, Australia: IEEE, Institute of Electrical and Electronics Engineers, p. 4220-4224 5 p.

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

42 Citations (Scopus)
2 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

Finding Happiest Moments in a Social Context

Dhall, A., Dhall, J., Radwan, I. & Goecke, R., 2013, 11th Asian Conference on Computer Vision. Lee, K. M., Matsushita, Y., Rehg, J. M. & Hu, Z. (eds.). Berlin Heidelberg: Springer, Vol. 7725. p. 613-626 14 p.

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

21 Citations (Scopus)
2 Downloads (Pure)