19992024

Research output per year

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Research Output

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

48 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

211 Citations (Scopus)
1 Downloads (Pure)

Collection of Korean Audio-video Speech Data

Jo, C., GOECKE, R. & Millar, J. B., Mar 2000, In : Speech Sciences. 7, 1, p. 5-15 11 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)
4 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
4 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)

Learning AAM fitting through simulation

Saragih, J. & Goecke, R., 2009, In : Pattern Recognition. 42, 11, p. 2628-2636 9 p.

Research output: Contribution to journalArticle

Open Access
56 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

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
64 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
9 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

12 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

4 Citations (Scopus)
1 Downloads (Pure)

The composite sensing of affect

McIntyre, G. & Göcke, R., 24 Sep 2008, Affect and Emotion in Human-Computer Interaction - From Theory to Applications: Lecture Notes in Computer Science. Peter, C. & Beale, R. (eds.). Berlin, Germany: Springer Verlag, Vol. 4868. p. 104-115 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4868 LNCS).

Research output: A Conference proceeding or a Chapter in BookChapter

5 Citations (Scopus)
Conference contribution

3D Lip Tracking and Co-inertia Analysis for Improved Robustness of Audio-Video Automatic Speech Recognition

Goecke, R., 2005, Proceedings of the Auditory-Visual Speech Processing Workshop. Vatikiotis-Bateson, E. (ed.). Canada: ISCA, p. 109-114 6 p.

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

Open Access

A Blueprint for a comprehensive Australian English auditory-visual speech corpus

Burnham, D., Ambikairajah, E., Arciuli, J., Bennamoun, M., Best, C., Bird, S., Butcher, A., Cassidy, S., Chetty, G., Cox, F., Cutler, A., Dale, R., Epps, J., Fletcher, J., Goecke, R., Grayden, D., Hajek, J., Ingram, J., Ishihara, S., Kemp, N. & 10 others, Kinoshita, Y., Kuratate, T., Lewis, T., Loakes, D., Onslow, M., Powers, D., Rose, P., Togneri, R., Tran, D. & Wagner, M., 2009, Selected Proceedings of the 2008 HCSNet Workshop on Designing the Australian National Corpus. Haugh, M., Burridge, K., Mulder, J. & Peters, P. (eds.). Somerville, MA, USA: Cascadilla Proceedings Project, Vol. 1. p. 96-107 12 p.

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

Open Access

A Comparative Study of 2D and 3D Lip Tracking Methods for AV ASR

Goecke, R. & Asthana, A., 2008, Proceedings International Conference on Auditory-Visual Speech Processing 2008 (AVSP 2008). Adelaide: AVISA, p. 235-240 6 p.

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

Open Access

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

33 Citations (Scopus)

A Composite Framework for Affective Sensing

McIntyre, G. & Goecke, R., 2008, Invalid Code. Germany: Springer, Vol. 4868. p. 104-115 12 p.

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

Open Access

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 Detailed Description of the AVOZES data corpus

Goecke, R. & Millar, J., 2004, Proceedings of the 10th Australian International Conference on Speech Science and Technology. Cassidy, S., Cox, F., Mannell, R. & Palethorpe, S. (eds.). Australia: ASSTA, p. 486-491 6 p.

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

Open Access

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 freely configurable, multi modal sensor system for affecting computing

Mader, S., Peter, C., Goecke, R., Schultz, R., Voskamp, J. & Urban, B., 2004, Proceedings of Tutorial and Research Workshop on Affective Dialogue Systems. Andre, E. (ed.). Germany: Springer, p. 313-318 6 p.

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

A Hybrid Fuzzy Approach for Human Eye Gaze Pattern Recognition

Zhu, D., Mendis, S., Gedeon, T., Asthana, A. & Goecke, R., 2009, 15th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly. Kasabov, N. & Coghill, G. (eds.). Germany: Springer, Vol. 5507. p. 655-662 8 p.

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

9 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)

Analysis of Audio-Video Correlation in Vowels in Australian English

Goecke, R., Millar, J. B., Zelinsky, A. & Robert-Ribes, J., 7 Sep 2001, Proceedings of the International Conference on Auditory-Visual Speech Processing AVSP 2001. Massaro, D. W., Light, J. & Geraci, K. (eds.). Auditory-Visual Speech Association, p. 115-120 6 p.

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

Open Access

An Approach for Automatically Measuring Facial Activity in Depressed Subjects

McIntyre, G., Goecke, R., Hyett, M., Green, M. & Breakspear, M., 2009, 3rd International Conference on Affective Computing and Intelligent Interaction. Cohn, J., Nijholt, A. & Pantic, M. (eds.). The Netherlands: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 1-8 8 p.

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

Open Access
File
32 Citations (Scopus)
22 Downloads (Pure)

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
58 Citations (Scopus)
2 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 Nonlinear Discriminative Approach to AAM Fitting

Sarigih, J. & Goecke, R., 2007, Proceedings of the Eleventh IEEE International Conference on Computer Vision ICCV2007. Australia: IEEE, p. 1-8 8 p.

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

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

A Quadratic Deformation Model for Facial Expression Recognition

Obaid, M., Mukundan, Goecke, R., Billinghurst & Seichter, 2009, Proceedings of the 2009 Digital Image Computing: Techniques and Applications. Shi, H., Zhang, Y., Bottema, M. J., Lovell, B. C. & Maeder, A. J. (eds.). Australia: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 264-270 7 p.

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

Open Access
File
1 Citation (Scopus)

Aspects of Speaking-Face Data Corpus Design Methodology

Millar, J., Wagner, M. & Goecke, R., 2004, 8th International Conference on Spoken Language Processing. Kim, S. H. & Youn, D. H. (eds.). Jeju, Korea: Interspeech 2004, p. 1157-1160 4 p.

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

Open Access
File
7 Citations (Scopus)
8 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)
1 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)

Audio-Video Automatic Speech Recognition: An example of improved performance through multimodal sensor input

Goecke, R., 2005, Proceedings of the NICTA-HCSNet Multimodal User Interaction Workshop. Chen, F. & Epps, J. (eds.). Australia: Australian Computer Society, p. 25-32 8 p.

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

Open Access

Audio-Visual Mutual Dependency Models for Biometric Liveness Checks

Chetty, G., Goecke, R. & Wagner, M., 2009, Proceedings of the 2009 Conference on Audio Visual Speech Processing. Theobald, B-J. & Harvey, R. (eds.). Norwich, UK: University of East Anglia, Vol. 1. p. 32-37 6 p.

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

Open Access

Auditory-Visual Infant Directed Speech in Japanese and English

Shochi, T., Sekiyama, K., Lees, N., Boyce, M., Goecke, R. & Burnham, D., 2009, Auditory-Visual Speech Processing (AVSP) 2009. Theobold, B-J. & Harvey, R. (eds.). Norwich, UK: University of East Anglia, Vol. 1. p. 107-112 6 p.

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

Open Access
File

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 Extraction of Lip Feature Points

GOECKE, R., Millar, J. B., Zelinsky, A. & Robert-Ribes, J., 30 Aug 2000, Proceedings of the Australian Conference on Robotics and Automation ACRA 2000. Melbourne: Australian Robotics & Automation Association, p. 31-36 6 p.

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

Open Access

Automatic frontal face annotation and AAM building for arbitrary expressions from a single frontal image only

Asthana, A., Khwaja, A. & Goecke, R., 2009, Proceedings of the 16th IEEE International Conference on Image Processing (ICIP) 2009. Bayoumi, M. (ed.). Egypt: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 2445-2448 4 p.

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

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