By Professor Roland Goecke

Conference Papers

De La Hunty M; Asthana A; Goecke R, 2010, 'Linear facial expression transfer with active appearance models', in Proceedings International Conference on Pattern Recognition, pp. 3789 - 3792, http://dx.doi.org/10.1109/ICPR.2010.923

Obaid M; Mukundany R; Goeckezx R; Billinghurst M; Seichter H, 2009, 'A quadratic deformation model for facial expression recognition', in Dicta 2009 Digital Image Computing Techniques and Applications, pp. 264 - 270, http://dx.doi.org/10.1109/DICTA.2009.51

Khwaja AA; Goecke R, 2009, 'Biologically inspired contrast enhancement using asymmetric gain control', in Dicta 2009 Digital Image Computing Techniques and Applications, pp. 424 - 430, http://dx.doi.org/10.1109/DICTA.2009.75

Asthana A; Saragih J; Wagner M; Goecke R, 2009, 'Evaluating AAM fitting methods for facial expression recognition', in Proceedings 2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops Acii 2009, http://dx.doi.org/10.1109/ACII.2009.5349489

Zhu D; Mendis BSU; Gedeon T; Asthana A; Goecke R, 2009, 'A hybrid fuzzy approach for human eye gaze pattern recognition', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 655 - 662, http://dx.doi.org/10.1007/978-3-642-03040-6_80

Chetty G; Göcke R; Wagner M, 2009, 'Audio-Visual Mutual Dependency Models for Biometric Liveness Checks', in Auditory Visual Speech Processing 2009 Avsp 2009, pp. 32 - 37

Shochi T; Sekiyama K; Lees N; Boyce M; Göcke R; Burnham D, 2009, 'Auditory-Visual Infant Directed Speech in Japanese and English', in Auditory Visual Speech Processing 2009 Avsp 2009, pp. 107 - 112

Asthana A; Khwaja A; Goecke R, 2009, 'Automatic frontal face annotation and AAM building for arbitrary expressions from a single frontal image only', in Proceedings International Conference on Image Processing Icip, pp. 2445 - 2448, http://dx.doi.org/10.1109/ICIP.2009.5414123

Asthana A; Goecke R; Quadrianto N; Gedeon T, 2009, 'Learning based automatic face annotation for arbitrary poses and expressions from frontal images only', in 2009 IEEE Conference on Computer Vision and Pattern Recognition Cvpr 2009, pp. 1635 - 1642, http://dx.doi.org/10.1109/CVPRW.2009.5206766

Asthana A; Sanderson C; Gedeon T; Goecke R, 2009, 'Learning-based face synthesis for pose-robust recognition from single image', in British Machine Vision Conference Bmvc 2009 Proceedings, http://dx.doi.org/10.5244/C.23.31

McIntyre G; Goecke R, 2008, 'A composite framework for affective sensing', in Proceedings of the Annual Conference of the International Speech Communication Association Interspeech, pp. 2767 - 2770

Khwaja AA; Goecke R, 2008, 'Image reconstruction from contrast information', in Proceedings Digital Image Computing Techniques and Applications Dicta 2008, pp. 226 - 233, http://dx.doi.org/10.1109/DICTA.2008.66

McIntyre G; Göcke R, 2008, 'The composite sensing of affect', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 104 - 115, http://dx.doi.org/10.1007/978-3-540-85099-1_9

Huy TH; Goecke R, 2008, 'Optical flow estimation using fourier mellin transform', in 26th IEEE Conference on Computer Vision and Pattern Recognition Cvpr, http://dx.doi.org/10.1109/CVPR.2008.4587553

Ho HT; Goecke R, 2008, 'Optical flow estimation using Fourier Mellin Transform', in 2008 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOLS 1-12, IEEE, AK, Anchorage, pp. 1641 - +, presented at IEEE Conference on Computer Vision and Pattern Recognition, AK, Anchorage, 23 June 2008 - 28 June 2008

Göcke R; Asthana A, 2008, 'A Comparative Study of 2D and 3D Lip Tracking Methods for AV ASR', in International Conference on Auditory Visual Speech Processing 2008 Avsp 2008, pp. 235 - 240

Saragih J; Goecke R, 2007, 'A nonlinear discriminative approach to AAM fitting', in Proceedings of the IEEE International Conference on Computer Vision, http://dx.doi.org/10.1109/ICCV.2007.4409106

Goecke R; Ho HT, 2007, 'Quaternion potential functions for a colour image completion method using Markov Random Fields', in Proceedings Digital Image Computing Techniques and Applications 9th Biennial Conference of the Australian Pattern Recognition Society Dicta 2007, pp. 324 - 331, http://dx.doi.org/10.1109/DICTA.2007.4426814

Saragih J; Goecke R, 2007, 'A nonlinear discriminative approach to AAM fitting', in 2007 IEEE 11TH INTERNATIONAL CONFERENCE ON COMPUTER VISION, VOLS 1-6, IEEE, BRAZIL, Rio de Janeiro, pp. 2173 - 2180, presented at 11th IEEE International Conference on Computer Vision, BRAZIL, Rio de Janeiro, 14 October 2007 - 21 October 2007

Saragih J; Goecke R, 2007, 'Monocular and stereo methods for AAM learning from video', in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, http://dx.doi.org/10.1109/CVPR.2007.383058

Ho HT; Goecke R, 2007, 'Automatic parametrisation for an image completion method based on Markov random fields', in 2007 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOLS 1-7, IEEE, TX, San Antonio, pp. 1669 - +, presented at IEEE International Conference on Image Processing (ICIP 2007), TX, San Antonio, 16 September 2007 - 19 September 2007

Saragih J; Goecke R, 2007, 'Monocular and stereo methods for AAM learning from video', in 2007 IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, VOLS 1-8, IEEE, MN, Minneapolis, pp. 680 - +, presented at IEEE Conference on Computer Vision and Pattern Recognition, MN, Minneapolis, 17 June 2007 - 22 June 2007

Goecke R; Pettersson N; Petersson L, 2007, 'Towards detection and tracking of on-road objects', in 2007 IEEE INTELLIGENT VEHICLES SYMPOSIUM, VOLS 1-3, IEEE, TURKEY, Istanbul, pp. 1048 - 1053, presented at IEEE Intelligent Vehicles Symposium, TURKEY, Istanbul, 13 June 2007 - 15 June 2007

Goecke R; Asthana A; Pettersson N; Petersson L, 2007, 'Visual vehicle egomotion estimation using the Fouirer-Mellin transform', in 2007 IEEE INTELLIGENT VEHICLES SYMPOSIUM, VOLS 1-3, IEEE, TURKEY, Istanbul, pp. 560 - +, presented at IEEE Intelligent Vehicles Symposium, TURKEY, Istanbul, 13 June 2007 - 15 June 2007

Peter C; Schultz R; Voskamp J; Urban B; Nowack N; Janik H; Kraft K; Göcke R, 2007, 'EREC-II in use - studies on usability and suitability of a sensor system for affect detection and human performance monitoring', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 465 - 474, http://dx.doi.org/10.1007/978-3-540-73110-8_50

McIntyre G; Göcke R, 2007, 'Towards affective sensing', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 411 - 420, http://dx.doi.org/10.1007/978-3-540-73110-8_44

Goecke R; Pettersson N; Petersson L, 2007, 'Towards detection and tracking of on-road objects', in IEEE Intelligent Vehicles Symposium Proceedings, pp. 416 - 421, http://dx.doi.org/10.1109/ivs.2007.4290150

Goecke R; Asthana A; Pettersson N; Petersson L, 2007, 'Visual vehicle egomotion estimation using the Fourier-Mellin Transform', in IEEE Intelligent Vehicles Symposium Proceedings, pp. 450 - 455, http://dx.doi.org/10.1109/ivs.2007.4290156

Robles-Kelly A; Goecke R, 2006, 'A wavelet-based approach to image feature stability assessment', in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, http://dx.doi.org/10.1109/CVPRW.2006.22

Huy TH; Goecke R, 2006, 'Automatic parametrisation for an image completion method based on markov random fields', in Proceedings International Conference on Image Processing Icip, pp. III541 - III544, http://dx.doi.org/10.1109/ICIP.2007.4379366

Saragih J; Goecke R, 2006, 'Iterative error bound minimisation for AAM alignment', in Tang YY; Wang SP; Lorette G; Yeung DS; Yan H (eds.), 18TH INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION, VOL 2, PROCEEDINGS, IEEE COMPUTER SOC, PEOPLES R CHINA, Hong Kong, pp. 1192 - +, presented at 18th International Conference on Pattern Recognition (ICPR 2006), PEOPLES R CHINA, Hong Kong, 20 August 2006 - 24 August 2006

Saragih J; Goecke R, 2006, 'Iterative error bound minimisation for AAM alignment', in Proceedings International Conference on Pattern Recognition, pp. 1195 - 1196, http://dx.doi.org/10.1109/ICPR.2006.730

Goecke R, 2005, 'Current trends in joint audio-video signal processing: A review', in Proceedings 8th International Symposium on Signal Processing and Its Applications Isspa 2005, pp. 70 - 73, http://dx.doi.org/10.1109/ISSPA.2005.1580198

Goecke R, 2005, '3D LIP TRACKING AND CO-INERTIA ANALYSIS FOR IMPROVED ROBUSTNESS OF AUDIO-VIDEO AUTOMATIC SPEECH RECOGNITION', in Auditory Visual Speech Processing 2005 Avsp 2005, pp. 109 - 114

Mader S; Peter C; Gocke R; Schultz R; Voskamp J; Urban B, 2004, 'A freely configurable, multi-modal sensor system for affective computing', in Lecture Notes in Artificial Intelligence Subseries of Lecture Notes in Computer Science, pp. 313 - 318, http://dx.doi.org/10.1007/978-3-540-24842-2_34

Millar JB; Wagner M; Goecke R, 2004, 'Aspects of speaking-face data corpus design methodology', in 8th International Conference on Spoken Language Processing ICSLP 2004, pp. 1157 - 1160

Goecke R; Millar JB, 2004, 'The audio-video australian english speech data corpus AVOZES', in 8th International Conference on Spoken Language Processing ICSLP 2004, pp. 2525 - 2528

Göcke R, 2003, 'Building a system for writer identification on handwritten music scores', in Proceedings of the IASTED International Conference on Signal Processing Pattern Reconition and Applications, pp. 250 - 255

Goecke R; Millar B, 2003, 'Statistical Analysis of the Relationship between Audio and Video Speech Parameters for Australian English', in Avsp 2003 International Conference on Audio Visual Speech Processing, pp. 133 - 138

Goecke R; Millar JB; Zelinsky A; Robert-Ribes J, 2001, 'Stereo vision lip-tracking for audio-video speech processing', in 2001 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH, AND SIGNAL PROCESSING, VOLS I-VI, PROCEEDINGS, IEEE, UT, SALT LAKE CITY, pp. 4030 - 4030, presented at IEEE International Conference on Acoustics, Speech, and Signal Processing, UT, SALT LAKE CITY, 07 May 2001 - 11 May 2001

Goecke R; Millar JB; Zelinsky A; Robert-Ribes J, 2001, 'ANALYSIS OF AUDIO-VIDEO CORRELATION IN VOWELS IN AUSTRALIAN ENGLISH', in Auditory Visual Speech Processing 2001 Avsp 2001, pp. 115 - 120

Preprints

Gahalawat M; Bilalpur M; Rojas RF; Cohn JF; Goecke R; Subramanian R, 2025, On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers, http://dx.doi.org/10.48550/arxiv.2505.23427

Ghosh S; Cai Z; Dhall A; Kollias D; Goecke R; Gedeon T, 2024, MRAC Track 1: 2nd Workshop on Multimodal, Generative and Responsible Affective Computing, http://arxiv.org/abs/2409.07256v1

Narayana S; Radwan I; Subramanian R; Goecke R, 2024, Mood as a Contextual Cue for Improved Emotion Inference, http://arxiv.org/abs/2402.08413v1

Parameshwara R; Radwan I; Asthana A; Abbasnejad I; Subramanian R; Goecke R, 2023, Efficient Labelling of Affective Video Datasets via Few-Shot & Multi-Task Contrastive Learning, http://arxiv.org/abs/2308.02173v1

Gahalawat M; Rojas RF; Guha T; Subramanian R; Goecke R, 2023, Explainable Depression Detection via Head Motion Patterns, http://arxiv.org/abs/2307.12241v1

Narayana S; Radwan I; Parameshwara R; Abbasnejad I; Asthana A; Subramanian R; Goecke R, 2023, A Weakly Supervised Approach to Emotion-change Prediction and Improved Mood Inference, http://arxiv.org/abs/2306.06979v2

Narayana S; Subramanian R; Radwan I; Goecke R, 2023, Focus on Change: Mood Prediction by Learning Emotion Changes via Spatio-Temporal Attention, http://arxiv.org/abs/2303.06632v1

Madan S; Gahalawat M; Guha T; Goecke R; Subramanian R, 2023, Explainable Human-centered Traits from Head Motion and Facial Expression Dynamics, http://arxiv.org/abs/2302.09817v2

Narayana S; Subramanian R; Radwan I; Goecke R, 2022, To Improve Is to Change: Towards Improving Mood Prediction by Learning Changes in Emotion, http://arxiv.org/abs/2210.00719v1

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