By Professor Roland Goecke

Conference Papers

Stasak B; Epps J; Goecke R, 2017, 'Elicitation design for acoustic depression classification: An investigation of articulation effort, linguistic complexity, and word affect', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, Stockholm, Sweden, pp. 834 - 838, presented at INTERSPEECH 2017, Stockholm, Sweden, 20 August 2017 - 24 August 2017, http://dx.doi.org/10.21437/Interspeech.2017-1223

Hayat M; Khan SH; Werghi N; Goecke R, 2017, 'Joint registration and representation learning for unconstrained face identification', in Proceedings 30th IEEE Conference on Computer Vision and Pattern Recognition Cvpr 2017, Institute of Electrical and Electronics Engineers (IEEE), HI, Honolulu, pp. 1551 - 1560, presented at 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), HI, Honolulu, 21 July 2017 - 26 July 2017, http://dx.doi.org/10.1109/CVPR.2017.169

Bhatia S; Hayat M; Breakspear M; Parker G; Goecke R, 2017, 'A Video-Based Facial Behaviour Analysis Approach to Melancholia', in Proceedings - 12th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2017 - 1st International Workshop on Adaptive Shot Learning for Gesture Understanding and Production, ASL4GUP 2017, Biometrics in the Wild, Bwild 2017, Heterogeneous Face Recognition, HFR 2017, Joint Challenge on Dominant and Complementary Emotion Recognition Using Micro Emotion Features and Head-Pose Estimation, DCER and HPE 2017 and 3rd Facial Expression Recognition and Analysis Challenge, FERA 2017, Institute of Electrical and Electronics Engineers (IEEE), Washington, DC, USA, pp. 754 - 761, presented at 2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017), Washington, DC, USA, 30 May 2017 - 03 June 2017, http://dx.doi.org/10.1109/FG.2017.94

Ismail H; Radwan I; Suominen H; Waddington G; Goecke R, 2017, 'Human Postural Sway Estimation from Noisy Observations', in Proceedings 12th IEEE International Conference on Automatic Face and Gesture Recognition Fg 2017 1st International Workshop on Adaptive Shot Learning for Gesture Understanding and Production Asl4gup 2017 Biometrics in the Wild Bwild 2017 Heterogeneous Face Recognition Hfr 2017 Joint Challenge on Dominant and Complementary Emotion Recognition Using Micro Emotion Features and Head Pose Estimation Dcer and Hpe 2017 and 3rd Facial Expression Recognition and Analysis Challenge Fera 2017, Institute of Electrical and Electronics Engineers (IEEE), DC, Washington, pp. 454 - 461, presented at 2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017), DC, Washington, 30 May 2017 - 03 June 2017, http://dx.doi.org/10.1109/FG.2017.62

Dhall A; Goecke R; Joshi J; Hoey J; Gedeon T, 2016, 'Emoti W 2016: Video and group-level emotion recognition challenges', in Icmi 2016 Proceedings of the 18th ACM International Conference on Multimodal Interaction, pp. 427 - 432, http://dx.doi.org/10.1145/2993148.2997638

Dhall A; Goecke R; Joshi J; Gedeon T, 2016, 'Emotion recognition in the wild challenge 2016', in Icmi 2016 Proceedings of the 18th ACM International Conference on Multimodal Interaction, pp. 587 - 588, http://dx.doi.org/10.1145/2993148.3007626

Stasak B; Epps J; Cummins N; Goecke R, 2016, 'An investigation of emotional speech in depression classification', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, San Francisco, Ca, USA, pp. 485 - 489, presented at 2016 Annual Conference of the International Speech Communication Association, INTERSPEECH, San Francisco, Ca, USA, 08 September 2016 - 12 September 2016, http://dx.doi.org/10.21437/Interspeech.2016-867

Alghowinem S; Goecke R; Epps J; Wagner M; Cohn J, 2016, 'Cross-cultural depression recognition from vocal biomarkers', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, San Francisco, CA, USA, pp. 1943 - 1947, presented at Interspeech 2016, San Francisco, CA, USA, 08 September 2016 - 12 September 2016, http://dx.doi.org/10.21437/Interspeech.2016-1339

Murthy OVR; Goecke R, 2016, 'Injury Mechanism Classification in Soccer Videos', in Proceedings of the IEEE International Conference on Computer Vision, pp. 774 - 779, http://dx.doi.org/10.1109/ICCVW.2015.105

Rajagopalan SS; Morency LP; Baltrušaitis T; Goecke R, 2016, 'Extending long short-term memory for multi-view structured learning', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 338 - 353, http://dx.doi.org/10.1007/978-3-319-46478-7_21

Bozorgtabar B; Goecke R, 2015, 'Multi-level action detection via learning latent structure', in Proceedings International Conference on Image Processing Icip, pp. 3004 - 3008, http://dx.doi.org/10.1109/ICIP.2015.7351354

Dhall A; Goecke R, 2015, 'A temporally piece-wise fisher vector approach for depression analysis', in 2015 International Conference on Affective Computing and Intelligent Interaction Acii 2015, pp. 255 - 259, http://dx.doi.org/10.1109/ACII.2015.7344580

Dhall A; Ramana Murthy OV; Goecke R; Joshi J; Gedeon T, 2015, 'Video and image based Emotion recognition challenges in the wild: EmotiW 2015', in Icmi 2015 Proceedings of the 2015 ACM International Conference on Multimodal Interaction, pp. 423 - 426, http://dx.doi.org/10.1145/2818346.2829994

Alghowinem S; Goecke R; Cohn JF; Wagner M; Parker G; Breakspear M, 2015, 'Cross-cultural detection of depression from nonverbal behaviour', in 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition Fg 2015, http://dx.doi.org/10.1109/FG.2015.7163113

Rajagopalan SS; Murthy OVR; Goecke R; Rozga A, 2015, 'Play with me - Measuring a child's engagement in a social interaction', in 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition Fg 2015, http://dx.doi.org/10.1109/FG.2015.7163129

Dhall A; Joshi J; Sikka K; Goecke R; Sebe N, 2015, 'The more the merrier: Analysing the affect of a group of people in images', in 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition Fg 2015, http://dx.doi.org/10.1109/FG.2015.7163151

Alghowinem S; Goecke R; Cohn JF; Wagner M; Parker G; Breakspear M, 2015, 'Cross-Cultural Detection of Depression from Nonverbal Behaviour', in 2015 11TH IEEE INTERNATIONAL CONFERENCE AND WORKSHOPS ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG), VOL. 1, IEEE, SLOVENIA, Ljubljana, presented at 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition (IEEE FG), SLOVENIA, Ljubljana, 04 May 2015 - 08 May 2015

Alghowinem S; Goecke R; Cohn JF; Wagner M; Parker G; Breakspear M, 2015, 'Cross-Cultural Detection of Depression from Nonverbal Behaviour', in 2015 11TH IEEE INTERNATIONAL CONFERENCE AND WORKSHOPS ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG), VOL. 4, IEEE, Ljubljana, SLOVENIA, presented at IEEE 11th International Conference and Workshops on Automatic Face and Gesture Recognition (FG), Ljubljana, SLOVENIA, 04 May 2015 - 08 May 2015, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000380388000035&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Bozorgtabar B; Goecke R, 2015, 'Discriminative multi-task sparse learning for robust visual tracking using conditional random field', in 2014 International Conference on Digital Image Computing Techniques and Applications Dicta 2014, http://dx.doi.org/10.1109/DICTA.2014.7008102

Bozorgtabar B; Goecke R, 2015, 'Robust visual tracking via rank-constrained sparse learning', in 2014 International Conference on Digital Image Computing Techniques and Applications Dicta 2014, http://dx.doi.org/10.1109/DICTA.2014.7008129

Bozorgtabar B; Goecke R, 2015, 'Enhanced laplacian group sparse learning with lifespan outlier rejection for visual tracking', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 564 - 578, http://dx.doi.org/10.1007/978-3-319-16814-2_37

Murthy OVR; Goecke R, 2015, 'The influence of temporal information on human action recognition with large number of classes', in 2014 International Conference on Digital Image Computing Techniques and Applications Dicta 2014, http://dx.doi.org/10.1109/DICTA.2014.7008131

Huang X; Dhall A; Zhao G; Goecke R; Pietikäinen M, 2015, 'Riesz-based Volume Local Binary Pattern and A Novel Group Expression Model for Group Happiness Intensity Analysis', in Procedings of the British Machine Vision Conference 2015, British Machine Vision Association, pp. 34.1 - 34.13, presented at British Machine Vision Conference 2015, http://dx.doi.org/10.5244/c.29.34

Joshi J; Gunes H; Goecke R, 2014, 'Automatic prediction of perceived traits using visual cues under varied situational context', in Proceedings International Conference on Pattern Recognition, pp. 2855 - 2860, http://dx.doi.org/10.1109/ICPR.2014.492

Dhall A; Goecke R; Joshi J; Sikka K; Gedeon T, 2014, 'Emotion recognition in the wild challenge 2014: Baseline, data and protocol', in Icmi 2014 Proceedings of the 2014 International Conference on Multimodal Interaction, pp. 461 - 466, http://dx.doi.org/10.1145/2663204.2666275

Dhall A; Sikka K; Littlewort G; Goecke R; Bartlett M, 2014, 'A discriminative parts based model approach for fiducial points free and shape constrained head pose normalisation in the wild', in IEEE Winter Conference on Applications of Computer Vision, IEEE, pp. 1 - 2, presented at 2014 IEEE Winter Conference on Applications of Computer Vision (WACV), 24 March 2014 - 26 March 2014, http://dx.doi.org/10.1109/wacv.2014.6835729

Dhall A; Sikka K; Littlewort G; Goecke R; Bartlett M, 2014, 'A Discriminative Parts Based Model Approach for Fiducial Points Free and Shape Constrained Head Pose Normalisation In The Wild', in 2014 IEEE WINTER CONFERENCE ON APPLICATIONS OF COMPUTER VISION (WACV), IEEE, CO, Steamboat Springs, pp. 1028 - 1035, presented at IEEE Winter Conference on Applications of Computer Vision (WACV), CO, Steamboat Springs, 24 March 2014 - 26 March 2014

Murthy OVR; Radwan I; Goecke R, 2014, 'Dense body part trajectories for human action recognition', in 2014 IEEE International Conference on Image Processing Icip 2014, pp. 1465 - 1469, http://dx.doi.org/10.1109/ICIP.2014.7025293

Rajagopalan SS; Goecke R, 2014, 'Detecting self-stimulatory behaviours for autism diagnosis', in 2014 IEEE International Conference on Image Processing Icip 2014, pp. 1470 - 1474, http://dx.doi.org/10.1109/ICIP.2014.7025294

Bozorgtabar B; Goecke R, 2014, 'Joint sparsity-based robust visual tracking', in 2014 IEEE International Conference on Image Processing Icip 2014, pp. 4927 - 4931, http://dx.doi.org/10.1109/ICIP.2014.7025998

Dhall A; Sikka K; Littlewort G; Goecke R; Bartlett M, 2014, 'A discriminative parts based model approach for fiducial points free and shape constrained head pose normalisation in the wild', in 2014 IEEE Winter Conference on Applications of Computer Vision Wacv 2014, pp. 1028 - 1035, http://dx.doi.org/10.1109/WACV.2014.6835991

Alghowinem S; Alghuwinem S; Alshehri M; Al-Wabil A; Goecke R; Wagner M, 2014, 'Design of an emotion elicitation framework for Arabic speakers', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 717 - 728, http://dx.doi.org/10.1007/978-3-319-07230-2_68

Bozorgtabar B; Goecke R, 2013, 'Adaptive multiple component metric learning for robust visual tracking', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 566 - 575, http://dx.doi.org/10.1007/978-3-642-42051-1_70

Dhall A; Goecke R; Joshi J; Wagner M; Gedeon T, 2013, 'Emotion Recognition In The Wild Challenge (EmotiW) challenge and workshop summary', in Icmi 2013 Proceedings of the 2013 ACM International Conference on Multimodal Interaction, pp. 371 - 372, http://dx.doi.org/10.1145/2522848.2531749

Dhall A; Goecke R; Joshi J; Wagner M; Gedeon T, 2013, 'Emotion Recognition In The Wild Challenge 2013', in Icmi 2013 Proceedings of the 2013 ACM International Conference on Multimodal Interaction, pp. 509 - 515, http://dx.doi.org/10.1145/2522848.2531739

Sharma N; Dhall A; Gedeon T; Goecke R, 2013, 'Modeling stress using thermal facial patterns: A spatio-temporal approach', in Proceedings 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction Acii 2013, pp. 387 - 392, http://dx.doi.org/10.1109/ACII.2013.70

Murthy OVR; Radwan I; Dhall A; Goecke R, 2013, 'On the effect of human body parts in large scale human behaviour recognition', in 2013 International Conference on Digital Image Computing Techniques and Applications Dicta 2013, http://dx.doi.org/10.1109/DICTA.2013.6691507

Joshi J; Dhall A; Goecke R; Cohn JF, 2013, 'Relative body parts movement for automatic depression analysis', in Proceedings 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction Acii 2013, pp. 492 - 497, http://dx.doi.org/10.1109/ACII.2013.87

Bozorgtabar B; Goecke R, 2013, 'Robust visual vocabulary tracking using hierarchical model fusion', in 2013 International Conference on Digital Image Computing Techniques and Applications Dicta 2013, http://dx.doi.org/10.1109/DICTA.2013.6691525

Murthy OVR; Radwan I; Dhall A; Goecke R, 2013, 'On the Effect of Human Body Parts in Large Scale Human Behaviour Recognition', in DeSouza P; Engelke U; Rahman A (eds.), 2013 INTERNATIONAL CONFERENCE ON DIGITAL IMAGE COMPUTING: TECHNIQUES & APPLICATIONS (DICTA), IEEE, AUSTRALIA, Hobart, pp. 298 - 305, presented at International Conference on Digital Image Computing - Techniques and Applications (DICTA), AUSTRALIA, Hobart, 26 November 2013 - 28 November 2013

Bozorgtabar B; Goecke R, 2013, 'Robust Visual Vocabulary Tracking Using Hierarchical Model Fusion', in DeSouza P; Engelke U; Rahman A (eds.), 2013 INTERNATIONAL CONFERENCE ON DIGITAL IMAGE COMPUTING: TECHNIQUES & APPLICATIONS (DICTA), IEEE, AUSTRALIA, Hobart, pp. 442 - 449, presented at International Conference on Digital Image Computing - Techniques and Applications (DICTA), AUSTRALIA, Hobart, 26 November 2013 - 28 November 2013

Alghowinem S; Goecke R; Wagner M; Epps J; Gedeon T; Breakspear M; Parker G, 2013, 'A comparative study of different classifiers for detecting depression from spontaneous speech', in ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings, pp. 8022 - 8026, http://dx.doi.org/10.1109/ICASSP.2013.6639227

Alghowinem S; Goecke R; Wagner M; Epps J; Breakspear M; Parker G, 2013, 'Detecting depression: A comparison between spontaneous and read speech', in ICASSP IEEE International Conference on Acoustics Speech and Signal Processing Proceedings, pp. 7547 - 7551, http://dx.doi.org/10.1109/ICASSP.2013.6639130

Cummins N; Epps J; Sethu V; Breakspear M; Goecke R, 2013, 'Modeling Spectral Variability for the Classification of Depressed Speech', in INTERSPEECH 2013, 14thAnnual Conference of the International Speech Communication Association, Lyon, France, presented at 14th Annual Conference of the International Speech Communication Association Interspeech2013, Lyon, France, 25 August 2013 - 29 August 2013

Alghowinem S; Goecke R; Wagner M; Epps J; Parker G; Breakspear M, 2013, 'Characterising Depressed Speech for Classification', in Bimbot F; Cerisara C; Fougeron C; Gravier G; Lamel L; Pellegrino F; Perrier P (eds.), 14TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2013), VOLS 1-5, ISCA-INT SPEECH COMMUNICATION ASSOC, FRANCE, Lyon, pp. 2533 - 2537, presented at 14th Annual Conference of the International-Speech-Communication-Association (INTERSPEECH 2013), FRANCE, Lyon, 25 August 2013 - 29 August 2013

Vandyke D; Wagner M; Goecke R, 2013, 'R-Norm: Improving Inter-Speaker Variability Modelling at the Score Level via Regression Score Normalisation', in Bimbot F; Cerisara C; Fougeron C; Gravier G; Lamel L; Pellegrino F; Perrier P (eds.), 14TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2013), VOLS 1-5, ISCA-INT SPEECH COMMUNICATION ASSOC, FRANCE, Lyon, pp. 3116 - 3120, presented at 14th Annual Conference of the International-Speech-Communication-Association (INTERSPEECH 2013), FRANCE, Lyon, 25 August 2013 - 29 August 2013

Dhall A; Joshi J; Radwan I; Goecke R, 2013, 'Finding happiest moments in a social context', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 613 - 626, http://dx.doi.org/10.1007/978-3-642-37444-9_48

Hossain E; Chetty G; Goecke R, 2013, 'Multi-view multi-modal gait based human identity recognition from surveillance videos', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 88 - 99, http://dx.doi.org/10.1007/978-3-642-37081-6_11

Alghowinem S; Wagner M; Goecke R, 2013, 'AusTalk - The Australian speech database: Design framework, recording experience and localisation', in 2013 8th International Conference on Information Technology in Asia Smart Devices Trend Technologising Future Lifestyle Proceedings of Cita 2013, http://dx.doi.org/10.1109/CITA.2013.6637567

Cummins N; Joshi J; Dhall A; Sethu V; Goecke R; Epps J, 2013, 'Diagnosis of depression by behavioural signals: A multimodal approach', in Avec 2013 Proceedings of the 3rd ACM International Workshop on Audio Visual Emotion Challenge, pp. 11 - 20, http://dx.doi.org/10.1145/2512530.2512535

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