By Professor Roland Goecke

Conference Papers

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 IEEE 11th International Conference and Workshops on Automatic Face and Gesture Recognition (FG), SLOVENIA, Ljubljana, 04 May 2015 - 08 May 2015, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000380379900035&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

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

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, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000395050001045&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

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

Dhall A; Goecke R; Joshi J; Wagner M; Gedeon T, 2013, 'EmotiW'13 chairs' welcome', in EmotiW 2013 - Proceedings of the 2013 ACM Emotion Recognition in the Wild Challenge and Workshop, Co-located with ICMI 2013

Radwan I; Dhall A; Goecke R, 2013, 'Monocular image 3D human pose estimation under self-occlusion', in Proceedings of the IEEE International Conference on Computer Vision, pp. 1888 - 1895, http://dx.doi.org/10.1109/ICCV.2013.237

Murthy OVR; Goecke R, 2013, 'Ordered trajectories for large scale human action recognition', in Proceedings of the IEEE International Conference on Computer Vision, pp. 412 - 419, http://dx.doi.org/10.1109/ICCVW.2013.61

Vandyke D; Wagner M; Goecke R, 2013, 'R-norm: Improving inter-speaker variability modelling at the score level via regression score normalisation', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 3117 - 3121

Rajagopalan SS; Dhall A; Goecke R, 2013, 'Self-stimulatory behaviours in the wild for autism diagnosis', in Proceedings of the IEEE International Conference on Computer Vision, pp. 755 - 761, http://dx.doi.org/10.1109/ICCVW.2013.103

Kristan M; Pflugfelder R; Leonardis A; Matas J; Porikli F; Čehovin L; Nebehay G; Fernandez G; Vojíř T; Gatt A; Khajenezhad A; Salahledin A; Soltani-Farani A; Zarezade A; Petrosino A; Milton A; Bozorgtabar B; Li B; Chan CS; Heng C; Ward D; Kearney D; Monekosso D; Karaimer HC; Rabiee HR; Zhu J; Gao J; Xiao J; Zhang J; Xing J; Huang K; Lebeda K; Cao L; Maresca ME; Lim MK; ELHelw M; Felsberg M; Remagnino P; Bowden R; Goecke R; Stolkin R; Lim SYY; Maher S; Poullot S; Wong S; Satoh S; Chen W; Hu W; Zhang X; Li Y; Niu Z, 2013, 'The visual object tracking VOT2013 challenge results', in Proceedings of the IEEE International Conference on Computer Vision, pp. 98 - 111, http://dx.doi.org/10.1109/ICCVW.2013.20

Vandyke D; Wagner M; Goecke R, 2013, 'Voice source waveforms for utterance level speaker identification using support vector machines', 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.2013.6637568

Radwan I; Dhall A; Goecke R, 2012, 'Correcting pose estimation with implicit occlusion detection and rectification', in Proceedings - International Conference on Pattern Recognition, pp. 3496 - 3499

Dhall A; Goecke R, 2012, 'Group expression intensity estimation in videos via Gaussian Processes', in Proceedings - International Conference on Pattern Recognition, pp. 3525 - 3528

Bozorgtabar B; Goecke R, 2012, 'An improved NN training scheme using two-stage LDA features for face recognition', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 662 - 671, http://dx.doi.org/10.1007/978-3-642-34500-5_78

Joshi J; Dhall A; Goecke R; Breakspear MJ; Parker GB, 2012, 'Neural-Net Classification for Spatio-Temporal Descriptor Based Depression Analysis', in 21st International Conference on Pattern Recognition, Science Council of Japan, Japan, presented at 21st International Conference on Pattern Recognition, Tsukuba, Japan, 11 November 2012 - 15 November 2012

Radwan I; Dhall A; Joshi J; Goecke R, 2012, 'Regression based pose estimation with automatic occlusion detection and rectification', in Proceedings - IEEE International Conference on Multimedia and Expo, pp. 121 - 127, http://dx.doi.org/10.1109/ICME.2012.160

Alghowinem S; Goecke R; Wagner M; Epps JR; Breakspear MJ; Parker GB, 2012, 'From Joyous to Clinically Depressed: Mood Detection Using Spontaneous Speech', in Association for the Advancement of Artificial Intelligence (AAAI), AAAI Press, USA, presented at 25th International Florida Artificial Intelligence Research Society Conference, FLAIRS-25, Marco Island, Florida, USA, 23 May 2012 - 25 May 2012, http://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS12/paper/view/4478/4782

Cummins N; Epps J; Breakspear M; Goecke R, 2011, 'An investigation of depressed speech detection: Features and normalization', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 2997 - 3000

Dhall A; Goecke R; Lucey S; Gedeon T, 2011, 'Static facial expression analysis in tough conditions: Data, evaluation protocol and benchmark', in Proceedings of the IEEE International Conference on Computer Vision, pp. 2106 - 2112, http://dx.doi.org/10.1109/ICCVW.2011.6130508

Cummins N; Epps JR; Breakspear MJ; Goecke R, 2011, 'An Investigation of Depressed Speech Detection: Features and Normalization', in Interspeech 2012, Curran Associates, Inc, Florence, Italy, pp. 1 - 4, presented at INTERSPEECH 2011, Florence, Italy, 27 August 2011 - 31 August 2011

Burnham DK; Estival D; Fazio S; Viethen J; Cox F; Dale R; Cassidy S; Epps JR; Togneri R; Wagner M; Kinoshita Y; Gocke R; Arciuli J; Onslow M; Lewis T; Butcher A; Hajek J, 2011, 'Building an audio-visual Corpus of Australian English: Large Corpus collection with an economical portable and replicable black box', in Interspeech 2012, Curran Associates, Inc, Florence, Italy, pp. 841 - 844, presented at 12th Annual Conference of the International Speech Communication Association, INTERSPEECH 2011, Florence, Italy, 27 August 2011 - 31 August 2011

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, 2011, 'Building an audio-visual corpus of Australian English: large corpus collection with an economical portable and replicable Black Box', in 12TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION 2011 (INTERSPEECH 2011), VOLS 1-5, ISCA-INT SPEECH COMMUNICATION ASSOC, ITALY, Florence, pp. 848 - +, presented at 12th Annual Conference of the International-Speech-Communication-Association 2011 (INTERSPEECH 2011), ITALY, Florence, 27 August 2011 - 31 August 2011, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000316502200214&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1

Dhall A; Asthana A; Goecke R, 2011, 'A SSIM-based approach for finding similar facial expressions', in 2011 IEEE International Conference on Automatic Face and Gesture Recognition and Workshops, FG 2011, pp. 815 - 820, http://dx.doi.org/10.1109/FG.2011.5771354

Dhall A; Asthana A; Goecke R; Gedeon T, 2011, 'Emotion recognition using PHOG and LPQ features', in 2011 IEEE International Conference on Automatic Face and Gesture Recognition and Workshops, FG 2011, pp. 878 - 883, http://dx.doi.org/10.1109/FG.2011.5771366

Asthana A; Jones MJ; Marks TK; Tieu KH; Goecke R, 2011, 'Pose normalization via learned 2D warping for fully automatic face recognition', in BMVC 2011 - Proceedings of the British Machine Vision Conference 2011, http://dx.doi.org/10.5244/C.25.127

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