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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

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

1 Citation (Scopus)

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

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

49 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

223 Citations (Scopus)
1 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)
6 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
2 Citations (Scopus)
8 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)

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

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
67 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
12 Citations (Scopus)

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

8 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)

Regression based automatic face annotation for deformable model building

Asthana, A., Lucey, S. & Goecke, R., 2011, In : Pattern Recognition. 44, 11, p. 2598-2613 16 p.

Research output: Contribution to journalArticle

15 Citations (Scopus)
2 Downloads (Pure)

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

36 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)

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
2 Citations (Scopus)

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 Depressed Speech Detection: Features and Normalization

Cummins, N., Epps, J., Breakspear, M. & Goecke, R., 27 Aug 2011, INTERSPEECH 2011 12th Annual Conference of the International Speech Comm. Assoc.. Cosi, P., Mori, R. D., Fabbrizio, G. D. & Pieraccini, R. (eds.). Florence, Italy: International Speech Communication Association, p. 2997-3000 4 p.

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

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

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 SSIM-Based Approach for Finding Similar Facial Expressions

Dhall, A., Asthana, A. & Goecke, R., 2011, 2011 IEEE International Conference on Automatic Face Gesture Recognition and Workshop. Bowyer, K., Bartlett, M. & Stiefelhagen, R. (eds.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 815-820 6 p.

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

Open Access
File
6 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

18 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

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 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)

Building an audio-visual corpus of Australian English: large corpus collection with an economical portable and replicable Black Box

Burnham, D., Estival, D., Fazio, S., Viethen, J., Cox, F., Dale, R., Cassidy, S., Epps, J., Togneri, R., Wagner, M., KINOSHITA, Y., Goecke, R., Arciuli, J., Onslow, M., Lewis, T., Butcher, A. & Hajek, J., 28 Aug 2011, INTERSPEECH 2011 12th Annual Conference of the International Speech Comm. Assoc.. Cosi, P., Mori, R. D., Fabbrizio, G. D. & Pieraccini, R. (eds.). Florence, Italy: International Speech Communication Association, p. 841-844 4 p.

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

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

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
16 Citations (Scopus)
73 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

2 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

53 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), VOLS 1-6. Stockholm, Sweden: International Speech Communication Association (ISCA), 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
103 Citations (Scopus)
3 Downloads (Pure)