19992024

Research output per year

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Research Output

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
12 Citations (Scopus)

Joint Sparsity-Based Robust Visual Tracking

Bozorgtabar, S. & GOECKE, R., 2014, 2014 IEEE International Conference on Image Processing (ICIP). Pesquet-Popescu & Fowler (eds.). Paris, France: IEEE, Institute of Electrical and Electronics Engineers, p. 4927-4931 5 p. 7025998. (2014 IEEE International Conference on Image Processing, ICIP 2014).

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

2 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
57 Citations (Scopus)

Learning Active Appearance Models form Image Sequences

Sarigih, J. & Goecke, R., 2006, Proceedings of the HCSNet workshop on the use of Vision in HCI. Sarigih, J. (ed.). Australia: ACS, p. 51-60 10 p.

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

Open Access

Learning Based Automatic Face Annotation for Arbitrary Poses and Expressions from Frontal images only

Asthana, A., Goecke, R., Quadrianto, N. & Gedeon, T., 2009, IEEE Conference on Computer Vision and Pattern Recognitin 2009. Huttenlocher, D., Medioni, G. & Rehg, J. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 1635-1642 8 p.

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

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

Learning-based Face Synthesis for Pose-Robust Recognition from Single Image

Asthana, A., Sanderson, C., Gedeon, T. & Goecke, R., 2009, British Machine Vision Conference 2009. Cavallaro, A., Prince, S. & Alexander, D. (eds.). London, UK: British Machine Vision Association, p. 1-10 10 p.

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

Open Access
30 Citations (Scopus)

Linear facial expression transfer with active appearance models

De La Hunty, M., Asthana, A. & Goecke, R., 2010, 2010 20th International Conference on Pattern Recognition (ICPR). Piscataway, NJ, U.S.A.: IEEE, Institute of Electrical and Electronics Engineers, p. 3789-3792 4 p.

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

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

Modeling Spectral Variability for the Classification of Depressed Speech

Cummins, N., Epps, J., Sethu, V., Breakspear, M. & GOECKE, R., 2013, 14th Annual Conference of the International Speech Communication Association (INTERSPEECH 2013): Speech in Life Sciences and Human Societies. Bimbot, F., Fougeron, C. & Pellegrino, F. (eds.). Lyon, France: International Speech Communication Association, Vol. 2. p. 857-861 5 p.

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

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

Modeling Stress Using Thermal Facial Patterns: A Saptio-Temporal Approach

Sharma, N., Dhall, A., Gedeon, T. & GOECKE, R., 2013, Fifth Biannual Humaine Association Conference on Affective Computing and Intelligent Interaction. Pun, T., Pelachaud, C. & Sebe, N. (eds.). Geneva: IEEE, Institute of Electrical and Electronics Engineers, p. 387-392 6 p.

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

13 Citations (Scopus)

Monocular and Stereo Methods for AAM Learning from video

Sarigih, J. & Goecke, R., 2007, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. Zabih, R. (ed.). Australia: IEEE, Institute of Electrical and Electronics Engineers, p. 1-8 8 p.

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

Open Access
File
15 Citations (Scopus)

Monocular Image 3D Human Pose Estimation under Self-Occlusion

Radwan, I., Dhall, A. & GOECKE, R., 2013, Proceedings of the IEEE International Conference on Computer Vision (ICCV2013). Kutulakos, K., Torr, P., Seitz, S. & Ma, Y. (eds.). Piscataway, USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1888-1895 8 p.

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

36 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

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)

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)

Multi-view Multi-modal Gait Based Human Identity Recognition from Surveillance videos

Hossain, E., CHETTY, G. & GOECKE, R., 2013, Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction. Schwenker, F., Scherer, S. & Morency, L-P. (eds.). Berling Heidelberg: Springer, Vol. 7742. p. 88-99 12 p.

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

6 Citations (Scopus)

Neural-Net Classification for Spatio-Temporal Descriptor Based Depression Analysis

Dhall, J., Dhall, A., Goecke, R., Breakspear, M. & Parker, G., 15 Nov 2012, 21st International Conference on Pattern Recognition (ICPR 2012). Bowden, R. (ed.). Tsukuba, Japan: IEEE, Institute of Electrical and Electronics Engineers, p. 2634-2638 5 p.

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

27 Citations (Scopus)
1 Downloads (Pure)

Noisy audio feature enhancement using audio-visual speech data

Goecke, R., Potamianos, G. & Neti, C., 2002, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. IEEE, Vol. 2. p. 2025-2028 4 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2).

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

Open Access
File
23 Citations (Scopus)

On the Effect of Human Body Parts in Large Scale Human Behaviour Recognition

ORUGANTI, R., Radwan, I., Dhall, A. & GOECKE, R., 2013, Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2013). Souza, P. D., Engelke, U. & Rahman, A. (eds.). Piscataway, USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1-8 8 p.

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

4 Citations (Scopus)

Optical Flow Estimation using Fourier-Mellin Transform

Ho, H. T. & Goecke, R., 2008, IEEE CVPR 2008. Javed, O. (ed.). Australia: IEEE, p. 1-23 23 p.

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

Open Access
File
21 Citations (Scopus)
6 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)

Ordered Trajectories for Large Scale Human Action Recognition

ORUGANTI, R. & GOECKE, R., 2 Dec 2013, Proceedings of the IEEE International Conference on Computer Vision (ICCV2013) Workshops. Laptev, I., Piccardi, M., Shah, M. & Sukthankar, R. (eds.). Piscataway, USA: IEEE, Institute of Electrical and Electronics Engineers, p. 412-419 8 p.

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

29 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)

Pose Normalization via Learned 2D Warping for Fully Automatic Face Recognition

Asthana, A., Jones, M. J., Marks, T. K., Goecke, R. & Tieu, K. H., 2011, Proceedings of the British Machine Vision Conference (BMVC 2011). Hoey, J., McKenna, S. & Trucco, E. (eds.). Dundee, United Kingdom: BMVA Press, p. 1-11 11 p.

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

Open Access
25 Citations (Scopus)

Quaternion Potential Functions for a colour image completion method using markov random fields

Ho, H. T. & Goecke, R., 2007, Proceedings: Digital Image Computing Techniques and Applications: 9th Biennial Conference of the Australian Pattern Recognition Society (DICTA 2007 ). Australia: APRS, p. 324-331 8 p.

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

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)

Regression based pose estimation with automatic occlusion detection and rectification

Radwan, I., Dhall, A., Dhall, J. & Goecke, R., 2012, Proceedings - IEEE International Conference on Multimedia and Expo (ICME 2012). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 121-127 7 p.

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

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

Relative Body Parts Movement for Automatic Depression Analysis

Joshi, J., Dhall, A., Goecke, R. & Cohn, J., 2013, Fifth Biannual Humaine Association Conference on Affective Computing and Intelligent Interaction. Pun, T., Pelachaud, C. & Sebe, N. (eds.). Geneva, Switzerland: IEEE, Institute of Electrical and Electronics Engineers, p. 492-497 6 p.

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

21 Citations (Scopus)

Researching Emotions in Speech

McIntyre, G. & Goecke, R., 2006, Proceedings of the Eleventh Australasian International Conference on Speech Science and Technology. Warren, P. & Watson, C. I. (eds.). Australia: Australasian Speech Science and Technology Association (ASSTA), p. 264-269 6 p.

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

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)

R-Norm: Improving Inter-Speaker Variability Modelling at the Score Level via Regression Score Normalisation

Vandyke, D., WAGNER, M. & GOECKE, R., 2013, 14th Annual Conference of the International Speech Communication Association (INTERSPEECH 2013): Speech in Life Sciences and Human Society. Bimbot, F., Fougeron, C. & Pellegrino, F. (eds.). Lyon, France: International Speech Communication Association, Vol. 5. p. 3117-3121 5 p.

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

Open Access
2 Citations (Scopus)

Robust visual tracking via rank-constrained sparse learning

Bozorgtabar, S. & GOECKE, R., 25 Nov 2014, 2014 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2014): Techniques and Applications, DICTA 2014. Bouzerdoum, A., Wang, L., Ogunbona, P., Li, W. & Phung, S. L. (eds.). Wollongong: IEEE, p. 1-7 7 p. 7008129. (2014 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2014).

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

Robust Visual Vocabulary Tracking Using Hierarchical Model Fusion

BOZORGTABAR, B. & GOECKE, R., 2013, 2013 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2013). Souza, P. D., Engelke, U. & Rahman, A. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 442-449 8 p.

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

Self-Stimulatory Behaviours in the Wild for Autism Diagnosis

RAJAGOPALAN, S., Dhall, A. & GOECKE, R., 2013, Proceedings of the IEEE International Conference on Computer Vison Workshops (ICCV2013). Forsyth, D., Li, Y. & Rehg, J. M. (eds.). Piscataway, USA: IEEE, Institute of Electrical and Electronics Engineers, p. 755-761 7 p.

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

Open Access
11 Citations (Scopus)

Speaker Identification Using Glottal-Source Waveforms and Support-Vector-Machine Modelling

Vandyke, D., Wagner, M., Chetty, G. & Goecke, R., 2012, Proceedings of the 14th Australasian International Conference on Speech Science and Technology. Cox, F., Demuth, K., Lin, S., Miles, K., Palethrope, S., Shaw, J. & Yuen, I. (eds.). Sydney, Australia: Australasian Speech Science and Technology Association (ASSTA), p. 49-52 4 p. (ASSTA 2013).

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

Open Access

Static Facial Expression Analysis in Tough Conditions: Data, Evaluation Protocol and Benchmark

Dhall, A., Goecke, R., Gedeon, T. & Lucey, S., 6 Nov 2011, Proceedings of the 2011 IEEE International Conference on Computer Vision Workshops. Ekenel, H. K., Hua, G. & Shan, S. (eds.). Barcelona, Spain: IEEE, Institute of Electrical and Electronics Engineers, p. 2106-2112 7 p.

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

157 Citations (Scopus)

Statistical Analysis of the Relationship between Audio and Video speech parameters for Australian English

Goecke, R. & Millar, J., 2003, AVSP 2003: ISCA Tutorial and Research workshop on audio visual speech processing. Schwartz, J-L. & Sodoyer, D. (eds.). Canada: ISCA, p. 133-138 6 p.

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

Open Access

Stereo 3D Lip Tracking

Loy, G., GOECKE, R., Rougeaux, S. & Zelinsky, A., 5 Dec 2000, Sixth International Coference on Control, Automation, Robotics and Vision Conference Proceedings (ICARCV 2000): Intelligent Automation in the New Millennium. Singapore: Nanyang Technological University, p. 1-6 6 p.

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

Open Access

Stereo Vision Lip-Tracking for Audio-Video Speech Processing

Goecke, R., Millar, J. B., Zelinsky, A. & Robert-Ribes, J., 7 May 2001, Proceedings of the 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2001: Student Forum. IEEE, Institute of Electrical and Electronics Engineers, p. 1-4 4 p.

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

Open Access
File

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

The Audio-Video Australian English Speech Data Corpus AVOZES

Goecke, R. & Millar, J., 2004, INTERSPEECH 2004 - ICSLP: 8th International Conference on Spoken Language Processing. Kim, S. H. & Youn, D. H. (eds.). Canada: ISCA, p. 2525-2528 4 p.

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

Open Access
31 Citations (Scopus)

The big Australian speech corpus (The big ASC)

Wagner, M., Tran, D., Togneri, R., Rose, P., Powers, D., Onslow, M., Loakes, D., Lewis, T., Kuratate, T., Kinoshita, Y., Kemp, N., Ishihara, S., Ingram, J., Hajek, J., Grayden, D., Goecke, R., Fletcher, J., Estival, D., Epps, J., Dale, R. & 11 others, Cutler, A., Cox, F., Chetty, G., Cassidy, S., Butcher, A., Burnham, D., Bird, S., Best, C., Bennamoun, M., Arciuli, J. & Ambikairajah, E., 2010, Proceedings of the 13th Australasian International Conference on Speech Science and Technology. Melbourne, Australia: Australian Speech Science and Technology Association (ASSTA), p. 166-170 5 p.

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

Open Access

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)

The influence of temporal information on human action recognition with large number of classes

ORUGANTI, R. & GOECKE, R., 25 Nov 2014, 2014 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2014): Techniques and Applications, DICTA 2014. Phung, S. L., Bouzerdoum, A., Ogunbona, P., Li, W. & Wang, L. (eds.). Wollongong Austraia: IEEE, Institute of Electrical and Electronics Engineers, p. 1-8 8 p. 7008131. (2014 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2014).

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

2 Citations (Scopus)

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
45 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)

The visual object tracking VOT2013 challenge results

Kristan, M., Pflugfelder, R., Leonardis, A., Matas, J., Porikli, F., Cehovin, L., Nebehay, G., Fernandez, G., Vojir, T., Gatt, A., Khajenezhad, A., Salahledin, A., Soltani-Farini, A., Zarezade, A., Petrosino, A., Milton, A., BOZORGTABAR, B., Li, B., Chan, C., Heng, C. & 31 others, Ward, D., Kearney, D., Monekosso, D., Karaimer, H., Rabiee, H., Zhu, J., Gao, J., Xiao, J., Zhang, J., Xing, J., Huang, K., Lebeda, K., Cao, L., Maresca, M., Lim, M., El Helw, M., Felsberg, M., Remanginino, P., Bowden, R., GOECKE, R., Stolkin, R., Lim, S., Maher, S., Poullot, S., Wong, S., Satoh, S., Chen, W., Hu, W., Zhang, X., Li, Y. & Niu, Z., 2013, 2013 IEEE International conference on computer vision workshops. Kellenberger, P. (ed.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 98-111 14 p.

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

152 Citations (Scopus)

Towards Affective Sensing

McIntyre, G. & Goecke, R., 2007, Human-Computer Interaction. HCI Intelligent Multimodal Interaction Environments: 12th International Conference, HCI International 2007: Invalid Code. Germany: Springer, Vol. 4552. p. 411-420 10 p.

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

Open Access
File
5 Citations (Scopus)