Publications

Please contact me if you are interested in a copy of any of these papers but cannot download it. Email me

Please note that some journals write my surname using the German spelling with the umlaut “ö” (i.e. Göcke) whereas others use its English transcription using “oe” (i.e. Goecke) for the umlaut. To make things worse, some people simply drop the umlaut dots above the “o” and write my name as Gocke, which is completely wrong!

Google Scholar Citations: Public Profile
Scopus Citations: Public Profile

2022

• S. Narayana, R. Subramanian, I. Radwan and R. Goecke. To Improve Is to Change: Towards Improving Mood Prediction by Learning Changes in Emotion. ICMI 2022 Companion: Companion Publication of the 24th ACM International Conference on Multimodal Interaction (ICMI 2022), Bengaluru, India, 7-11 Nov 2022. (accepted)
  Download (3.8MB, PDF) – arXiv link – Poster link
• M. O’Riordan, J. Ma, K. Mazzer, P. Batterham, K. Kõlves, A. Woodward, B. Klein, M. Larsen, R. Goecke, M. Gould and D. Rickwood. Help-seeker expectations and outcomes of a crisis support service: Comparison of suicide-related and non-suicide-related contacts to Lifeline Australia. Health and Social Care in the Community, 8 June 2022, Wiley. DOI: 10.1111/hsc.13857 (Open Access CC BY-NC-ND 4.0)
  Download (436KB, PDF)

2021

• F. Hussain, R. Goecke and M. Mohammadian. Exoskeleton robots for lower limb assistance: A review of materials, actuation, and manufacturing methods. Proceedings of the Institution of Mechanical Engineers, Part H: Journal of Engineering in Medicine, 235(12): 1375-1385, Dec 2021, SAGE. DOI: 10.1177/09544119211032010
  Download Final Author Version from Institutional Repository – SAGE Publishing Information for Users of the Institutional Repository
• A. Mustafa, S.H. Khan, M. Hayat, R. Goecke, J. Shen and L. Shao. Deeply Supervised Discriminative Learning for Adversarial Defense. IEEE Transactions on Pattern Analysis and Machine Intelligence, 43(9): 31514-3166, Sep 2021, IEEE. (accepted) DOI: 10.1109/TPAMI.2020.2978474
  Download (2.7MB, PDF)
• M. Ghahramani, H. Ismail and R. Goecke. A Multidimensional Approach to Develop Sway Index Using Gaussian Mixture Model: A Way of Postural Sway Measurement and Analysis in Different Age Groups. IEEE Transactions on Instrumentation and Measurement, Vol. 70, Article Number 4006711, Aug 2021, IEEE. DOI: 10.1109/TIM.2021.3107012
  Download (554KB, PDF)

2020

• S. Alghowinem, T. Gedeon, R. Goecke, J.F. Cohn and G. Parker. Interpretation of Depression Detection Models via Feature Selection Methods. IEEE Transactions on Affective Computing, IEEE. (accepted) DOI: 10.1109/TAFFC.2020.3035535
  Download (714KB, PDF)
• K. Bai and R. Goecke. Investigating LSTM for Micro-Expression Recognition. ICMI ’20 Companion: Companion Publication of the 2020 International Conference on Multimodal Interaction, pages 7-11, Utrecht, Netherlands, 26 Oct 2020, ACM. DOI: 10.1145/3395035.3425248
  Download (1.4MB, PDF)
• D. Kumar, D. Sharma and R. Goecke. Feature Map Augmentation to Improve Rotation Invariance in Convolutional Neural Networks. Proceedings of the 20th International Conference on Advanced Concepts for Intelligent Vision Systems (ACIVS 2020), pages 348-359, Auckland, New Zealand, 10-14 Feb 2020. DOI: 10.1007/978-3-030-40605-9_30
  Download (1.1MB, PDF)

2019

• B. Stasak, J. Epps and R. Goecke. Automatic Depression Classification Based on Affective Read Sentences: Opportunities for Text-dependent Analysis. Speech Communication, Vol. 115, pages 1-14, Dec. 2019, Elsevier. DOI: 10.1016/j.specom.2019.10.003
  Download (2.4MB, PDF)
• X. Huang, A. Dhall, R. Goecke, M.K. Pietikainen and G. Zhao. Analyzing Group-level Emotion with Global Alignment Kernel Based Approach. IEEE Transactions on Affective Computing, Nov. 2019, IEEE. DOI: 10.1109/TAFFC.2019.2953664
  Download (23.1MB, PDF)
• A. Mustafa, S.H. Khan, M. Hayat, R. Goecke, J. Shen and L. Shao. Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks. Proceedinsg of the 2019 IEEE/CVF International Conference on Computer Vision (ICCV 2019), pages 3384-3393, Seoul, Korea, 27 Oct – 2 Nov 2019, IEEE. DOI: 10.1109/ICCV.2019.00348
  Download (793KB, PDF)
• A. Dhall, S. Ghosh, R. Goecke and T. Gedeon. EmotiW 2019: Automatic Emotion, Engagement and Cohesion Prediction Tasks. Proceedings of the 2019 International Conference on Multimodal Interaction (ICMI 2019), pages 546-550, Suzhou, China, 14-18 Oct 2019, ACM. DOI: 10.1145/3340555.3355710
  Download (1.6MB, PDF)
• S. Alghowinem, R. Goecke, M. Wagner and A. Alwabil. Evaluating and Validating Emotion Elicitation Using English and Arabic Movie Clips on a Saudi Sample. Sensors, 19(10): 2218, MDPI. DOI: 10.3390/s19102218
  Download (4.7MB, PDF)
• I. Radwan, N. Moustafa, B. Keating, K.K.R. Choo and R. Goecke. Hierarchical Adversarial Network for Human Pose Estimation. IEEE Access, Vol. 7, pages 103619-103628, July 2019, IEEE. DOI: 10.1109/ACCESS.2019.2931050
  Download (38.6MB, PDF)
• H. Ismail, I. Radwan, H. Suominen, G. Waddington and R. Goecke. Sway Risk Analysis Based on Age Group Classification. Proceedings of the 41st International Engineering in Medicine and Biology Conference (EMBC 2019), Berlin, Germany, 23-27 July 2019, IEEE.
  Download (2.3MB, PDF)
• H. Ismail, I. Radwan, H. Suominen and R. Goecke. Gait Estimation and Analysis from Noisy Observations. Proceedings of the 41st International Engineering in Medicine and Biology Conference (EMBC 2019), Berlin, Germany, 23-27 July 2019, IEEE.
  Download (4.2MB, PDF)
• I. Radwan, A. Asthana, H. Ismail, B. Keating and R. Goecke. Estimation of Missing Human Body Parts via Bidirectional LSTM. Proceedings of the 14th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2019), IEEE, 14-18 May 2019.
  Download (7.9MB, PDF)
• S. Bhatia, R. Goecke, Z. Hammal and J.F. Cohn. Automated Measurement of Head Movement Synchrony during Dyadic Depression Severity Interviews. Proceedings of the 14th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2019), IEEE, 14-18 May 2019.
  Download (774KB, PDF)
• B. Stasak, J. Epps and R. Goecke. An Investigation of Linguistic Stress and Articulatory Vowel Characteristics for Automatic Depression Classification. Computer Speech & Language, Springer, Vol. 53, pages 140-155, Jan 2019. DOI: 10.1016/j.csl.2018.08.001.
  Download (1.2MB, PDF)

2018

• B. Bozorgtabar and R.Goecke. MSMCT: Multi-State Multi-Camera Tracker. IEEE Transactions on Circuits and Systems for Video Technology. DOI: 10.1109/TCSVT.2017.2755038
  Download author version (6.5MB, PDF)
• A. Dhall, A. Kaur, R. Goecke and T. Gedeon. EmotiW 2018: Audio-Video, Student Engagement and Group-Level Affect Prediction. Proceedings of the 20th ACM International Conference on Multimodal Interaction (ICMI2018), Boulder, USA, 16-20 Oct 2018, ACM, pages 653-656. DOI: 10.1145/3242969.3264993
  Download (1.8MB, PDF)
• S. Alghowinem, R. Goecke, M. Wagner, J. Epps, M. Hyett, G. Parker, and M. Breakspear. Multimodal Depression Detection: Fusion Analysis of Paralinguistic, Head Pose and Eye Gaze Behaviors. IEEE Transactions on Affective Computing, 9(4): 478-490, Oct-Dec 2018. DOI: 10.1109/TAFFC.2016.2634527
  Download (1.2MB, PDF)
• X. Huang, A. Dhall, R. Goecke, M. Pietikainen and G. Zhao. Multi-modal Framework for Analyzing the Affect of a Group of People. IEEE Transactions on Multimedia, 20(10): 2706-2721, Oct 2018, IEEE. DOI: 10.1109/TMM.2018.2818015.
• K. Miles, B. Clark, J.D. Periard, R. Goecke and K.G. Thompson. Facial Feature Tracking: A Psychophysiological Measure to Assess Exercise Intensity? Journal of Sports Sciences, Taylor and Francis, 36(8): 934-941. DOI: 10.1080/02640414.2017.1346275.

2017

• S. Bhatia, M. Hayat and R. Goecke. A Multimodal System to Characterise Melancholia: Cascaded Bag of Words Approach. Proceedings of the 19th ACM International Conference on Multimodal Interaction (ICMI 2017), Glasgow, UK, 13-17 Nov 2017, ACM.
  Download (589KB, PDF)
• A. Dhall, R. Goecke, S. Ghosh, J. Joshi, J. Hoey and T. Gedeon. From Individual to Group-level Emotion Recognition: EmotiW 5.0. Proceedings of the 19th ACM International Conference on Multimodal Interaction (ICMI2017), Glasgow, UK, 13-17 Nov 2017, ACM.
  Download (3.5MB, PDF)
• A. Mustafa, S. Bhatia, M. Hayat and R. Goecke. Heart Rate Estimation From Facial Videos For Depression Analysis. Proceedings of the 7th International Conference on Affective Computing and Intelligent Interaction (ACII2017), San Antonio (TX), USA, 23-26 Oct 2017.
  Download (623KB, PDF)
• D. Tang, B. Stasak, Z. Huang, S. Jayawardena, M. Atcheson, M. Hayat, P.N. Le, V. Sethu, R. Goecke and J. Epps. Investigating Word affect Features and Fusion of Probabilistic Predictions Incorporating Uncertainty in AVEC 2017. Proceedings of the 7th Audio/Visual Emotion Challenge and Workshop (AVEC 2017), ACM Multimedia, Mountain View (CA), USA, 23 Oct 2017. DOI: 10.1145/3133944.3133952
  Download (1.1MB, PDF)
• J.F. Plested, T. Gedeon, X.UY. Zhu, A. Dhall and R. Goecke. Detection of Universal Cross-Cultural Depression Indicators from the Physiological Signals of Observers. 1st Workshop on Tools and Algorithms for Mental Health and Wellbeing, Pain, and Distress: Proceedings of the 2017 Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW 2017), pages 185-192, San Antonio (TX), USA, 23 Oct 2017. DOI: 10.1109/ACIIW.2017.8272612
  Download (233KB, PDF)
• B. Stasak, J. Epps and R. Goecke. Elicitation Design for Acoustic Depression Classification: An Investigation of Articulation Effort, Linguistic Complexity, and Word Affect. Proceedings of Interspeech 2017, Stockholm, Sweden, 20-24 Aug 2017. DOI: 10.21437/Interspeech.2017-1223
  Download (455KB, PDF)
• M. Hayat, S.H. Khan, N. Werghi, and R. Goecke. Joint Registration and Representation Learning for Unconstrained Face Identification. Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR’17), Honolulu, Hawaii, USA, July 2017.
  Download (1MB, PDF)
• S. Bhatia, M. Hayat, M. Breakspear, G. Parker, and R. Goecke. A Video-Based Facial Behaviour Analysis Approach to Melancholia. Proceedings of the IEEE International Conference on Automatic Face and Gesture Recognition (FG 2017), Washington DC, USA, May 2017.
  Download (717KB, PDF)
• H. Ismail, H. Suominen, G. Waddington, and R. Goecke. Human Postural Sway Estimation from Noisy Observations. Proceedings of the IEEE International Conference on Automatic Face and Gesture Recognition (FG 2017), Washington DC, USA, May 2017.
  Download (2.9MB, PDF)

2016

• A. Dhall, R. Goecke, J. Joshi, J. Hoey and T. Gedeon. EmotiW 2016: Video and Group-Level Emotion Recognition Challenges. Proceedings of the 18th ACM International Conference on Multimodal Interaction (ICMI 2016), pages 427-432, Tokyo, Japan, 12-16 Nov 2016.
  Download (683KB, PDF) – Note: This paper describes the EmotiW 2016 Grand Challenge and presents the challenge results.
• A. Dhall, R. Goecke, J. Joshi and T. Gedeon. Emotion Recognition in the Wild Challenge 2016. Proceedings of the 18th ACM International Conference on Multimodal Interaction (ICMI 2016), pages 587-588, Tokyo, Japan, 12-16 Nov 2016.
  Download (134KB, PDF) – Note: This is the EmotiW 2016 Grand Challenge summary paper.
• S. Rajagopalan, R. Goecke, T. Baltrusaitis and L.P. Morency. Extending Long Short-Term Memory for Multi-View Structured Learning. Proceedings of the European Conference on Computer Vision (ECCV 2016), Lecture Notes in Computer Science, Vol. 9911, pages 338-353, Amsterdam, The Netherlands, 8-16 Oct 2016.
  Download (539KB, PDF)
• B. Stasak, J. Epps, N. Cummins and R. Goecke. An Investigation of Emotional Speech in Depression Classification. Proceedings of Interspeech 2016, pages 485-489, San Francisco, USA, 8-12 Sep 2016.
  Download (293KB, PDF)
• S. Alghowinem, R. Goecke, J. Epps, M. Wagner and J. Cohn. Cross-Cultural Depression Recognition from Vocal Biomarkers. Proceedings of Interspeech 2016, pages 1943-1947, San Francisco, USA, 8-12 Sep 2016.
  Download (345KB, PDF)
• A. Dhall, R. Goecke, T. Gedeon and N. Sebe. Emotion Recognition in the Wild. Journal on Multimodal User Interfaces, pages 1-3, Springer, DOI: 10.1007/s12193-016-0213-z, Mar 2016.
  Download Author version (110KB, PDF) – SpringerLink
• B. Bozorgtabar and R. Goecke. Efficient Multi-Target Tracking via Discovering Dense Subgraphs. Computer Vision and Image Understanding, Vol. 144, Issue C, pages 205-216, Elsevier, DOI: 10.1016/j.cviu.2015.11.013, March 2016.
  Download Author version (4.6MB, PDF) – ACM Digital Library
• O.V. Ramana Murthy and R. Goecke. Dimensionality Reduction of Fisher Vector for Human Action Recognition. IET Computer Vision, Online available: 26 Feb 2016, DOI: 10.1049/iet-cvi.2015.0091
  Download author version (1.3MB, PDF)

2015

• O.V. Ramana Murthy and R. Goecke. Injury Mechanism Classification in Soccer Videos. 2nd IEEE International Workshop on Computer Vision in Sports (CVsports), IEEE International Conference on Computer Vision (ICCV 2015), Santiago de Chile, Chile, 17 Dec 2015.
  Download (3.9MB, PDF)
• A. Dhall, O.V. Ramana Murthy, R. Goecke, J. Joshi, and T. Gedeon. Video and Image Based Emotion Recognition Challenges in the Wild: EmotiW 2015. Proceedings of the 17th ACM International Conference on Multimodal Interaction (ICMI 2015), Seattle (WA), USA, 9-13 Nov 2015.
  Download (485KB, PDF)
• O.V. Ramana Murthy and R. Goecke. Ordered Trajectories for Human Action Recognition with Large Number of Classes. Image and Vision Computing, 42:22-34, Oct 2015, Elsevier, DOI: 10.1016/j.imavis.2015.06.009
  Download Author version (1.6MB, PDF)
• B. Bozorgtabar and R. Goecke. Multi-Level Action Detection via Learning Latent Structure. Proceedings of the IEEE International Conference on Image Processing (ICIP 2015), Quebec City, Canada, 27-30 Sep 2015.
  Download (826KB, PDF)
• A. Dhall and R. Goecke. A Temporally Piece-wise Fisher Vector Approach for Depression Analysis. Proceedings of the 6th International Conference on Affective Computing and Intelligent Interfaces (ACII 2015), Xi’an, China, 21-24 Sep 2015.
  Download (392KB, PDF)
• X. Huang, A. Dhall, G. Zhao, R Goecke and M. Pietikäinen. Riesz-based Volume Local Binary Pattern and A Novel Group Expression Model for Group Happiness Intensity Analysis. Proceedings of the 26th British Machine Vision Conference (BMVC 2015), Swansea, UK, 7-10 Sep 2015
  Download (3.7MB, PDF)
• B. Bozorgtabar and R. Goecke. Dominant Interaction Group Detection in Team Sports. Proceedings of the Large Scale Sports Analytics Workshop, 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2015), Sydney, Australia, 10 Aug 2015. ACM
  Download (1.1MB, PDF) – Workshop Website (Link)
• O.V. Ramana Murthy and R. Goecke. Player Falling Detection in Soccer Matches Videos. Proceedings of the Large Scale Sports Analytics Workshop, 21st ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2015), Sydney, Australia, 10 Aug 2015. ACM
  Download (3.4MB, PDF) – Workshop Website (Link)
• S. Alghowinem, R. Goecke, J. Cohn, M. Wagner, G. Parker and M. Breakspear. Cross-Cultural Detection of Depression from Nonverbal Behaviour. Proceedings of the IEEE International Conference on Automatic Face and Gesture Recognition (FG 2015), Ljubljana, Slovenia, 4-8 May 2015.
  Download (224KB, PDF)
• S. Rajagopalan, O.V. Ramana Murthy, R. Goecke and Agata Rozga. Play with Me – Measuring a Child’s Engagement in a Social Interaction. Proceedings of the IEEE International Conference on Automatic Face and Gesture Recognition (FG 2015), Ljubljana, Slovenia, 4-8 May 2015.
  Download (682KB, PDF) – Supplementary Material (57KB, PDF)
• A. Dhall, J. Joshi, K. Sikka, R. Goecke and N. Sebe. The More the Merrier: Analysing the Affect of a Group of People in Images. Proceedings of the IEEE International Conference on Automatic Face and Gesture Recognition (FG 2015), Ljubljana, Slovenia, 4-8 May 2015.
  Download (836KB, PDF)
• A. Dhall, R. Goecke and T. Gedeon. Automatic Group Happiness Intensity Analysis. IEEE Transactions on Affective Computing, 6(1): 13-26, 2015. DOI: 10.1109/TAFFC.2015.2397456. (Impact Factor = 3.47)
  Download Author version (1.9MB, PDF)

2014

• B. Bozorgtabar and R. Goecke. Robust Visual Tracking via Rank-Constrained Sparse Learning. Proceedings of the International Conference on Digital Image Computing: Techniques and Applications (DICTA 2014), Wollongong, Australia, 25-27 November 2014.
  Download (481KB, PDF)
• B. Bozorgtabar and R. Goecke. Discriminative Multi-Task Sparse Learning for Robust Visual Tracking Using Conditional Random Field. Proceedings of the International Conference on Digital Image Computing: Techniques and Applications (DICTA 2014), Wollongong, Australia, 25-27 November 2014.
  Download (1.4MB, PDF)
• O.V. Ramana Murthy and R. Goecke. The Influence of Temporal Information on Human Action Recognition with Large Number of Classes. Proceedings of the International Conference on Digital Image Computing: Techniques and Applications (DICTA 2014), Wollongong, Australia, 25-27 November 2014.
  Download (934KB, PDF)
• A. Dhall, R. Goecke, J. Joshi, K. Sikka and T. Gedeon. Emotion Recognition in the Wild Challenge 2014: Baseline, Data and Protocol. Proceedings of the 16th International Conference on Multimodal Interaction (ICMI 2014), pages 461-466, Istanbul, Turkey, 12-16 November 2014.
  Download (319KB, PDF)
• B. Bozorgtabar and R. Goecke. Enhanced Laplacian Group Sparse Learning with Lifespan Outlier Rejection for Visual Tracking. Proceedings of the Asian Conference on Computer Vision (ACCV 2014), Singapore, 1-5 Nov 2014.
  Download (2.0MB, PDF)
• S.S. Rajagopalan and R. Goecke. Detecting Self-Stimulatory Behaviours for Autism Diagnosis. Proceedings of the International Conference on Image Processing (ICIP 2014), Paris, France, 27-30 Oct 2014.
  Download (1.9MB, PDF)
• O.V. Ramana Murthy, I. Radwan and R. Goecke. Dense Body Part Trajectories for Human Action Recognition. Proceedings of the International Conference on Image Processing (ICIP 2014), Paris, France, 27-30 Oct 2014.
  Download (977KB, PDF)
• B. Bozorgtabar and R. Goecke. Joint Sparsity-Based Robust Visual Tracking. Proceedings of the International Conference on Image Processing (ICIP 2014), Paris, France, 27-30 Oct 2014.
  Download (711KB, PDF)
• J. Joshi, H. Gunes, and R. Goecke. Automatic Prediction of Perceived Traits using Visual Cues under Varied Situational Context. Proceedings of the 22nd International Conference on Pattern Recognition (ICPR 2014), Stockholm, Sweden, 24-28 August 2014.
  Download (329KB, PDF)
• S. Alghowinem, S. Alghuwinem, M. Alshehri, A. Alwabil, R. Goecke and M. Wagner. Design of an Emotion Elicitation Framework for Arabic Speakers. Proceedings of the 16th International Conference on Human-Computer Interaction (HCI International 2014), Heraklion, Greece, 22-27 June 2014.
  Download (414KB, PDF)
• N. Sharma, A. Dhall, T. Gedeon and R. Goecke. Thermal spatio-temporal data for stress recognition. EURASIP Journal on Image and Video Processing, 2014:28, June 2014, DOI: 10.1186/1687-5281-2014-28.
  Link to journal (Open Access)
• A. Dhall, K. Sikka, G. Littlewort, R. Goecke and M. Bartlett. A Discriminative Parts Based Model Approach for Fiducial Points Free and Shape Constrained Head Pose Normalisation in the Wild. Proceedings of WACV 2014: IEEE Winter Conference on Applications of Computer Vision, Steamboat Springs (CO), USA, 24-26 March 2014.
  Download (600KB, PDF) – Supplementary material (140KB, PDF)
• S. Alghowinem, M. AlShehri, R. Goecke and M. Wagner. Exploring Eye Activity as an Indication of Emotional States Using an Eye-tracking Sensor. In L. Chen, S. Kapoor and R. Bhatia (Eds.), Intelligent Systems for Science and Information: Extended and Selected Results from the Science and Information Conference 2013, Studies in Computational Intelligence, Vol. 542, pages 261-276, Springer, 2014.
  Download (1.5MB, DF)
• G. Chetty, M. Wagner, and R. Goecke. A Multilevel Fusion Approach for Audiovisual Emotion Recognition. In A. Konar and A. Chakraborty (Eds.), Advances in Emotion Recognition, Wiley, Feb. 2014, ISBN: 978-1-118-13066-7.
  Download (1.5MB, PDF)

2013

• A. Dhall, R. Goecke, J. Joshi, M. Wagner and T. Gedeon. Emotion Recognition In The Wild Challenge 2013. Proceedings of the 15th ACM International Conference on Multimodal Interaction (ICMI2013), pages 509-516, Sydney, Australia, 9-13 Dec 2013.
  Download (1.1MB, PDF)
• M. Kristan, R. Pflugfelder, A. Leonardis, J. Matas, F. Porikli, L. Cehovin, G. Nebehay, G. Fernandez, T. Vojır, A. Gatt, A. Khajenezhad, A. Salahledin, A. Soltani-Farani, A. Zarezade, A. Petrosino, A. Milton, B. Bozorgtabar, B. Li, C.S. Chan, C. Heng, D. Ward, D. Kearney, D. Monekosso, H.C. Karaimer, H.R. Rabiee, J. Zhu, J. Gao, J. Xiao, J. Zhang, J. Xing, K. Huang, K. Lebeda, L. Cao, M.E. Maresca, M.K. Lim, M. ELHelw, M. Felsberg, P. Remagnino, R. Bowden, R. Goecke, R. Stolkin, S.Y. Lim, S. Maher, S. Poullot, S. Wong, S. Satoh, W. Chen, W. Hu, X. Zhang, Y. Li, Z. Niu. The Visual Object Tracking VOT2013 challenge results. Proceedings of the IEEE International Conference on Computer Vision Workshops, pages 98-111, Sydney, Australia, 8 Dec 2013, IEEE, DOI:10.1109/ICCVW.2013.20.
  Download (459KB, PDF)
• S.S. Rajagopalan, A. Dhall and R. Goecke. Self-Stimulatory Behaviours in the Wild for Autism Diagnosis. Proceedings of the IEEE International Conference on Computer Vision Workshops, IEEE Workshop on Decoding Subtle Cues from Social Interactions, Sydney, Australia, 8 Dec 2013.
  Download (1.5MB, PDF)
• O.V. Ramana Murthy and R. Goecke. Ordered Trajectories for Large Scale Human Action Recognition. Proceedings of the IEEE International Conference on Computer Vision Workshops, THUMOS: The First International Workshop on Action Recognition with a Large Number of Classes, Sydney, Australia, 7 Dec 2013.
  Download (287KB, PDF)
• I. Radwan, A. Dhall and R. Goecke. Monocular Image 3D Human Pose Estimation under Self-Occlusion. Proceedings of the IEEE International Conference on Computer Vision (ICCV 2013), Sydney, Australia, 1-8 Dec 2013.
  Download (2.3MB, PDF)
• O.V. Ramana Murthy, I. Radwan, A. Dhall and R. Goecke. On the Effect of Human Body Parts in Large Scale Human Behaviour Recognition. Proceedings of the International Conference on Digital Image Computing: Techniques and Applications (DICTA 2013), Hobart, Australia, 26-28 November 2013.
  Download (620KB, PDF)
• B. Bozorgtabar and R. Goecke. Robust Visual Vocabulary Tracking Using Hierarchical Model Fusion. Proceedings of the International Conference on Digital Image Computing: Techniques and Applications (DICTA 2013), Hobart, Australia, 26-28 November 2013.
  Download (735KB, PDF)
• B. Bozorgtabar and R. Goecke. Adaptive Multiple Component Metric Learning for Robust Visual Tracking. Proceedings of the 20th International Conference on Neural Information Processing (ICONIP 2013), Daegu, Korea, 3-7 Nov 2013.
  Download (705KB, PDF)
• N. Cummins, J. Joshi, A. Dhall, V. Sethu, R. Goecke and J. Epps. Diagnosis of Depression by Behavioural Signals: A Multimodal Approach. Proceedings of the 3rd International Audio/Visual Emotion Challenge and Workshop (AVEC 2013), 21st ACM International Conference on Multimedia (MM’13), Barcelona, Spain, 21-25 Oct 2013.
  Download (632KB, PDF)
• S. Alghowinem, R. Goecke, M. Wagner, G. Parker and M. Breakspear. Eye Movement Analysis for Depression Detection. Proceedings of the 2013 IEEE International Conference on Image Processing ICIP2013, Melbourne, Australia, 15-18 Sep 2013.
  Download (330KB, PDF)
• N. Sharma, A. Dhall, T. Gedeon and R. Goecke. Modeling Stress Using Thermal Facial Patterns: A Spatio-Temporal Approach. Proceedings of the Fifth Biannual Humaine Association Conference on Affective Computing and Intelligent Interaction ACII2013, Geneva, Switzerland, 2-5 Sep 2013.
  Download (5.6MB, PDF)
• J. Joshi, A. Dhall, R. Goecke and J.F. Cohn. Relative Body Parts Movement for Automatic Depression Analysis. Proceedings of the Fifth Biannual Humaine Association Conference on Affective Computing and Intelligent Interaction ACII2013, pages 492-497, Geneva, Switzerland, 2-5 Sep 2013.
  Download (1.6MB, PDF)
• S. Alghowinem, R. Goecke, M. Wagner, G. Parker and M. Breakspear. Head Pose and Movement Analysis as an Indicator of Depression. Proceedings of the Fifth Biannual Humaine Association Conference on Affective Computing and Intelligent Interaction ACII2013, Geneva, Switzerland, 2-5 Sep 2013.
  Download (281KB, PDF)
• S. Alghowinem, R. Goecke, M. Wagner, J. Epps, G. Parker and M. Breakspear. Characterising Depressed Speech for Classification. Proceedings of the 14th Annual Conference of the International Speech Communication Association Interspeech2013, Lyon, France, 25-29 Aug 2013.
  Download (223KB, PDF)
• D. Vandyke, M. Wagner and R. Goecke. R-Norm: Improving Inter-Speaker Variability Modelling at the Score Level via Regression Score Normalisation. Proceedings of the 14th Annual Conference of the International Speech Communication Association Interspeech2013, Lyon, France, 25-29 Aug 2013.
  Download (242KB, PDF)
• N. Cummins, J. Epps, V. Sethu, M. Breakspear and R. Goecke. Modeling Spectral Variability for the Classification of Depressed Speech. Proceedings of the 14th Annual Conference of the International Speech Communication Association Interspeech2013, Lyon, France, 25-29 Aug 2013.
  Download (593KB, PDF)
• J. Joshi, R. Goecke, S. Alghowinem, A. Dhall, M. Wagner, J. Epps, G. Parker and M. Breakspear. Multimodal Assistive Technologies for Depression Diagnosis and Monitoring. Journal on Multimodal User Interfaces, 7(3): 217-228, Springer, 2013.
  Download (602KB, PDF)
• S. Alghowinem, M. Wagner and R. Goecke. AusTalk, The Australian Speech Database: Design Framework, Recording Experience and Localisation. Proceedings of the 8th International Conference on IT in Asia 2013 (CITA’13), Malaysia, 1-4 July 2013.
  Download (340KB, PDF)
• D. Vandyke, M. Wagner and R. Goecke. Voice Source Waveforms for Utterance Level Speaker Identification using Support Vector Machines. Proceedings of the 8th International Conference on IT in Asia 2013 (CITA’13), Malaysia, 1-4 July 2013.
  Download (212KB, PDF)
• S. Alghowinem, R. Goecke, M. Wagner, J. Epps, M. Breakspear and G. Parker. Detecting Depression: A Comparison between Spontaneous and Read Speech. Proceedings of the 38th International Conference on Acoustics, Speech, and Signal Processing ICASSP2013, Vancouver, Canada, 26-31 May 2013.
  Download (275KB, PDF)
• S. Alghowinem, R. Goecke, M. Wagner, J. Epps, T. Gedeon, M. Breakspear and G. Parker. A Comparative Study of Different Classifiers for Detecting Depression from Spontaneous Speech. Proceedings of the 38th International Conference on Acoustics, Speech, and Signal Processing ICASSP2013, Vancouver, Canada, 26-31 May 2013.
  Download (143KB, PDF)
• J. Joshi, R. Goecke, G. Parker and M. Breakspear. Can Body Expressions Contribute to Automatic Depression Analysis? Proceedings of the IEEE International Conference on Automated Face and Gesture Recognition FG2013, pages 1-7, Shanghai, China, 22-26 Apr 2013. DOI: 10.1109/FG.2013.6553796
  Download (2.6MB, PDF)
• E. Hossain, G. Chetty and R. Goecke. Multi-view Multi-modal Gait Based Human Identity Recognition from Surveillance Videos. In Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction, Lecture Notes in Artificial Intelligence, Vol. 7742, pages 88-99, Springer, 2013.
  Download (386KB, PDF)

2012

• D. Vandyke, M. Wagner, G. Chetty and R. Goecke. Speaker identification using glottal-­source waveforms and support-­vector-­machine modelling. Proceedings of the Australasian International Conference on Speech Science and Technology SST2012, pages 49-52, Sydney, Australia, 3-6 Dec 2012.
  Download (310KB, PDF)
• B. Bozorgtabar and R. Goecke. An Improved NN Training Scheme Using a Two-Stage LDA Features for Face Recognition. Proceedings of the 19th International Conference on Neural Information Processing ICONIP2012, Lecture Notes in Computer Science (LNCS) 7667, Part V, pages 662-671, Doha, Qatar, 12-15 Nov 2012. (oral)
  Download (921KB, PDF)
• I. Radwan, A. Dhall and R. Goecke. Correcting Pose Estimation with Implicit Occlusion Detection and Rectification. Proceedings of the International Conference on Pattern Recognition ICPR2012, pages 3496-3499, Tsukuba, Japan, 11-15 Nov 2012.
  Download (830KB, PDF)
• J. Joshi, A. Dhall, R. Goecke, M. Breakspear and G. Parker. Neural-Net Classification For Spatio-Temporal Descriptor Based Depression Analysis. Proceedings of the International Conference on Pattern Recognition ICPR2012, pages 2634-2638, Tsukuba, Japan, 11-15 Nov 2012. (oral)
  Download (1.1MB, PDF)
• A. Dhall and R. Goecke. Group Expression Intensity Estimation in Videos via Gaussian Processes. Proceedings of the International Conference on Pattern Recognition ICPR2012, Tsukuba, Japan, 11-15 Nov 2012.
  Download (1.5MB, PDF)
• A. Dhall, J. Joshi, I. Radwan and R. Goecke. Finding Happiest Moments in a Social Context. Proceedings of the 11th Asian Conference on Computer Vision ACCV2012, Lecture Notes of Computer Science 7725, pages 613-626, Daejeon, Korea.
  Download (6.2MB, PDF) – Supplementary Material (5.4MB, PDF)
• A. Dhall, R. Goecke, S. Lucey and T. Gedeon. Collecting Large, Richly Annotated Facial-Expression Databases from Movies. IEEE MultiMedia, 19(3): 34-41, Sep 2012, DOI: 10.1109/MMUL.2012.26.
  Download Preprint (1.2MB, PDF)
• A. Asthana, M. de la Hunty, A. Dhall and R. Goecke. Facial Performance Transfer via Deformable Models and Parametric Correspondence. IEEE Transactions on Visualization and Computer Graphics, 18(9): 1511-1519, Sep 2012, DOI: 10.1109/TVCG.2011.157.
  Download (850KB, PDF)
• I. Radwan, A. Dhall, J. Joshi and R. Goecke. Regression Based Pose Estimation with Automatic Occlusion Detection and Rectification. Proceedings of the IEEE International Conference on Multimedia & Expo ICME 2012, pages 121-127, Melbourne, Australia, 9-13 July 2012. (Oral presentation, acceptance rate for orals 13%) – Nominated for Best Paper Award and Best Student Paper Award
  Download (2.9MB, PDF)
• S. Alghowinem, R. Goecke, M. Wagner, J. Epps, M. Breakspear, and G. Parker. From Joyous to Clinically Depressed: Mood Detection Using Spontaneous Speech. Proceedings of the 25th International FLAIRS Conference FLAIRS-25, pages 141-146, Marco Island (FL), USA, 23-25 May 2012.
  Download (163KB, PDF)

2011

• G. McIntyre, R. Goecke, M. Breakspear and G. Parker. Facial Response to Video Content in Depression. MMCogEmS Workshop: Inferring Cognitive and Emotional States from Multimodal Measures, 13th International Conference on Multimodal Interaction ICMI2011, Alicante, Spain, 14-18 November 2011
  Download (536KB, PDF)
• A. Dhall, R. Goecke, S. Lucey and T. Gedeon. Static Facial Expression Analysis in Tough Conditions: Data, Evaluation Protocol and Benchmark. First IEEE International Workshop on Benchmarking Facial Image Analysis Technologies BeFIT, IEEE International Conference on Computer Vision ICCV2011, pages 2106-2112, Barcelona, Spain, 6-13 November 2011.
  Download (323KB, PDF)
• A. Dhall, R. Goecke, S. Lucey and T. Gedeon. Acted Facial Expressions in the Wild Database. Technical Report TR-CS-11-02, Research School of Computer Science, Australian National University, September 2011.
  Download (1.5MB, PDF)
• A. Asthana, M.J. Jones, T.K. Marks, K.H. Tieu and R. Goecke. Pose Normalization via Learned 2D Warping for Fully Automatic Face Recognition. Proceedings of the British Machine Vision Conference BMVC2011, Dundee, UK, 29 August – 2 September 2011.
  Download (1.6MB, PDF)
• N. Cummins, J. Epps, M. Breakspear and R. Goecke. An Investigation of Depressed Speech Detection: Features and Normalization. Proceedings of the 12th Annual Conference of the International Speech Communication Association Interspeech 2011, pages 2997-3000, Florence, Italy, 28-31 August 2011.
  Download (571KB, PDF)
• D. Burnham, D. Estival, S. Fazio, J. Viethen, F. Cox, R. Dale, S. Cassidy, J. Epps, R. Togneri, M. Wagner, Y. Kinoshita, R. Göcke, J. Arciuli, M. Onslow, T. Lewis, A. Butcher and J. Hajek. Building an audio-visual corpus of Australian English: large corpus collection with an economical portable and replicable Black Box. Proceedings of the 12th Annual Conference of the International Speech Communication Association Interspeech 2011, pages 841-844, Florence, Italy, 28-31 August 2011.
  Download (184KB, PDF)
• A. Asthana, S. Lucey and R. Goecke. Regression based automatic face annotation for deformable model building. Pattern Recognition, 44(10-11): 2598–2613, Oct.-Nov. 2011. Elsevier. DOI: http://dx.doi.org/10.1016/j.patcog.2011.03.014
  Download (1.8MB, PDF)
• A. Dhall, A. Asthana, R. Goecke and T. Gedeon. Emotion Recognition Using PHOG and LPQ features. In Proceedings of the Workshop on Facial Expression Recognition and Analysis Challenge FERA2011, IEEE Automatic Face and Gesture Recognition Conference and Workshops FG2011, pages 878-883, Santa Barbara (CA), USA, 20-25 March 2011.
  Download (685KB, PDF)
• A. Dhall, A. Asthana and R. Goecke. A SSIM-Based Approach for Finding Similar Facial Expressions. In Proceedings of the 1st International Workshop on Emotion Synthesis, Representation, and Analysis in Continuous Space EmoSPACE 2011, IEEE Automatic Face and Gesture Recognition Conference and Workshops FG2011, pages 815-820, Santa Barbara (CA), USA, 20-25 March 2011.
  Download (3.7MB, PDF)

2010

• M. Wagner, D. Tran, R. Togneri, P. Rose, D. Powers, M. Onslow, D. Loakes, T. Lewis, T. Kuratate, Y. Kinoshita N. Kemp, S. Ishihara, J. Ingram, J. Hajek, D. Grayden, R. Göcke, J. Fletcher, D. Estival, J. Epps, R. Dale, A. Cutler, F. Cox, G. Chetty, S. Cassidy, A. Butcher, D. Burnham, S. Bird, C. Best, M. Bennamoun, J. Arciuli and E. Ambikairajah. The Big Australian Speech Corpus (The Big ASC). Proceedings of the Thirteenth Australasian International Conference on Speech Science and Technology SST2010, pages 166-170, Melbourne, Australia, 14-16 Dec. 2010.
  Download (72KB, PDF)
• A. Dhall, A. Asthana and R. Goecke. Facial Expression Based Automatic Album Creation. Proceedings of the 17th International Conference on Neural Information Processing ICONIP2010, Lecture Notes in Computer Science, Vol. 6444, pages 485-492, Sydney, Australia, 22-25 Nov. 2010, Springer.
  Download (3.6MB, PDF) – DOI: 10.1007/978-3-642-17534-3_60
• A. Khwaja, A. Asthana and R. Goecke. Illumination and Expression Invariant Face Recognition Using SSIM Based Sparse Representation. Proceedings of the International Conference on Pattern Recognition ICPR2010, pages 4028-4031, Istanbul, Turkey, 23-26 Aug. 2010. IAPR.
  Download (1.1MB, PDF)
• M. de la Hunty, A. Asthana and R. Goecke. Linear Facial Expression Transfer With Active Appearance Models. Proceedings of the International Conference on Pattern Recognition ICPR2010, pages 3789-3792, Istanbul, Turkey, 23-26 Aug. 2010. IAPR.
  Download (396KB, PDF)

2009

• A. Khwaja and R. Goecke. Biologically Inspired Contrast Enhancement Using Asymmetric Gain Control. Proceedings of the International Conference on Digital Image Computing: Techniques and Applications DICTA2009, pages 424-430, Melbourne, Australia, 1-3 Dec. 2009. APRS.
  Download (2.7MB, PDF)
• M. Obaid, R. Mukundan, R. Goecke, M. Billinghurst and H. Seichter. A Quadratic Deformation Model for Facial Expression Recognition. Proceedings of the International Conference on Digital Image Computing: Techniques and Applications DICTA2009, pages 264-270, Melbourne, Australia, 1-3 Dec. 2009. APRS.
  Download (921KB, PDF)
• A. Asthana, A. Khwaja and R. Goecke. Automatic Frontal Face Annotation and AAM Building for Arbitrary Expressions from a Single Frontal Image Only. Proceedings of the 2009 IEEE International Conference on Image Processing ICIP2009, pages 2445-2448, Cairo, Egypt, 7-11 Nov. 2009. IEEE.
  Download (764KB, PDF)
• J. Saragih and R. Goecke. Learning AAM fitting through simulation. Pattern Recognition, 42(11): 2628-2636, Nov. 2009. Elsevier. DOI: 10.1016/j.patcog.2009.04.014. IF=3.279 (2008)
  Abstract Download (343kB, PDF)
• T. Shochi, K. Sekiyama, N. Lees, M. Boyce, R. Göcke, D. Burnham. Auditory-Visual Infant Directed Speech in Japanese and English. Proceedings of the International Conference on Auditory-Visual Speech Processing AVSP2009, Norwich, UK, 10-13 Sep. 2009. AVISA.
  Download (369KB, PDF)
• G. Chetty, R. Goecke and M. Wagner. Audio-Visual Mutual Dependency Models for Biometric Liveness Checks. Proceedings of the International Conference on Auditory-Visual Speech Processing AVSP2009, Norwich, UK, 10-13 Sep. 2009. AVISA.
  Download (274KB, PDF)
• A. Asthana, J. Saragih, M. Wagner and R. Goecke. Evaluating AAM Fitting Methods for Facial Expression Recognition. Proceedings of the IEEE International Conference on Affective Computing and Intelligent Interaction ACII2009, pages 598-605, Amsterdam, Netherlands, 10-12 Sep. 2009. IEEE.
  Download (274kB, PDF)
• G. McIntyre, R. Goecke, M. Hyett, M. Green and M. Breakspear. An Approach for Automatically Measuring Facial Activity in Depressed Subjects. Proceedings of the IEEE International Conference on Affective Computing and Intelligent Interaction ACII2009, pages 223-230, Amsterdam, Netherlands, 10-12 Sep. 2009. IEEE.
  Download (595kB, PDF)
• A. Asthana, C. Sanderson, T. Gedeon and R. Goecke. Learning-based Face Synthesis for Pose-Robust Recognition from Single Image. Proceedings of the British Machine Vision Conference BMVC2009, London, UK, 7-10 Sep. 2009, BMVA.
  Download (983kB, PDF)
• D. Burnham, E. Ambikairajah, J. Arciuli, M. Bennamoun, C.T. Best, S. Bird, A.R. Butcher, S. Cassidy, G. Chetty, F.M. Cox, A. Cutler, R. Dale, J.R. Epps, J.M. Fletcher, R. Goecke, D.B. Grayden, J.T. Hajek, J.C. Ingram, S. Ishihara, N. Kemp, Y. Kinoshita, T. Kuratate, T.W. Lewis, D.E. Loakes, M. Onslow, D.M. Powers, P. Rose, R. Togneri, D. Tran, M. Wagner. A Blueprint for a Comprehensive Australian English Auditory-Visual Speech Corpus. Selected Proceedings of the 2008 HSCNet Workshop on Designing the Australian National Corpus, Cascadilla Proceedings Project, pages 96-107, Sommerville, MA, July 2009.
  Download (608kB, PDF)
• A. Asthana, R. Goecke, N. Quadrianto and T. Gedeon. Learning Based Automatic Face Annotation for Arbitrary Poses and Expressions from Frontal Images Only. Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition CVPR2009, pages 1635-1642, Miami (FL), USA, 20-25 June 2009. IEEE.
  Abstract Download (844kB, PDF)

2008

• A. Khwaja and R. Goecke. Image Reconstruction from Contrast Information. In Digital Image Computing: Techniques and Applications (DICTA 2008), pages 226-233, Canberra, Australia, 1-3 December 2008. APRS.
  Abstract Download (4693kB, PDF)
• D. Zhu, B.S.U. Mendis, T. Gedeon, A. Asthana and R. Goecke. A Hybrid Fuzzy Approach for Human Eye Gaze Pattern Recognition. Proceedings of the 15th International Conference on Neural Information Processing of the Asia-Pacific Neural Network Assembly ICONIP 2008, Auckland, New Zealand, 25-28 November 2008, Lecture Notes in Computer Science 5507, pages 655-662, DOI: 10.1007/978-3-642-03040-6_80
• R. Goecke, P. Lucey and S. Lucey (Eds.). Proceedings of the International Conference on Auditory-Visual Speech Processing AVSP 2008. Moreton Island, Australia, 26-29 September 2008. AVISA. ISBN: 978-0-646-49503-3
• R. Goecke and A. Asthana. A Comparative Study of 2D and 3D Lip Tracking Methods for AV ASR. In Proceedings of the International Conference on Auditory-Visual Speech Processing AVSP 2008, pages 235-240, Moreton Island, Australia, 26-29 September 2008.
  Abstract Download (272kB, PDF)
• J. Fletcher, D. Loakes, R. Goecke, D. Burnham and M. Wagner (Eds.). Proceedings of Interspeech 2008. Brisbane, Australia, 22-26 September 2008.
• G. McIntyre and R. Goecke. A Composite Framework for Affective Sensing. In Proceedings of Interspeech 2008, Brisbane, Australia, 22-26 September 2008. ISCA.
  Abstract Download (398kB, PDF)
• H.T. Ho and R. Goecke. Optical Flow Estimation using Fourier Mellin Transform. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition CVPR2008, Anchorage (AL), USA, 24-26 June 2008. IEEE.
  Abstract Download (792kB, PDF)
• G. McIntyre and R. Goecke. The Composite Sensing of Affect. In Affect and Emotion in HCI, pages 104-115, Springer Hot Topics series, Lecture Notes in Computer Science LNCS 4868, Aug. 2008. Springer. DOI: 10.1007/978-3-540-85099-1_9
  Abstract Download (269kB, PDF)

2007

• H.T. Ho and R. Goecke. Quaternion Potential Functions for a Colour Image Completion Method Using Markov Random Fields. In Proceedings of Digital Image Computing: Techniques and Applications (DICTA 2007), pages 324-331, Adelaide, Australia, 3-5 September 2007. APRS. (This paper won the CISRA High Quality Colour Imaging Prize.)
  Abstract Download (389kB, PDF)
• J. Saragih and R. Goecke. A Nonlinear Discriminative Approach to AAM Fitting. In Proceedings of the Eleventh IEEE International Conference on Computer Vision ICCV2007, Rio de Janeiro, Brazil, 14-20 October 2007. IEEE.
  Abstract Download (171kB, PDF)
• H.T. Ho and R. Goecke. Automatic Parametrisation for an Image Completion Method Based on Markov Random Fields. In Proceedings of the 2007 IEEE International Conference on Image Processing ICIP2007, Vol. 3, pages 541-544, San Antonio (TX), USA, 16-19 September 2007. IEEE.
  Abstract Download (712kB, PDF)
• G. McIntyre and R. Goecke. Towards Affective Sensing. In Proceedings of the 12th International Conference on Human-Computer Interaction HCII2007, Vol. 3, pages 411-420, Lecture Notes in Computer Science LNCS 4552, Beijing, China, 22-27 July 2007. Springer.
  Abstract Download (1292kB, PDF)
• C. Peter, R. Schultz, J. Voskamp, B. Urban, N. Nowack, H. Janik, K. Kraft, and R. Goecke. EREC-II in Use – Studies on Usability and Suitability of a Sensor System for Affect Detection and Human Performance Monitoring. In Proceedings of the 12th International Conference on Human-Computer Interaction HCII2007, Vol. 3, pages 465-474, Lecture Notes in Computer Science LNCS 4552, Beijing, China, 22-27 July 2007. Springer.
  Abstract Download (243kB, PDF)
• J. Saragih and R. Goecke. Monocular and Stereo Methods for AAM Learning from Video. In Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition CVPR2007, Minneapolis (MN), USA, 18-23 June 2007. IEEE.
  Abstract Download (458kB, PDF)
• R. Goecke, A. Asthana, N. Pettersson, and L. Petersson. Visual Vehicle Egomotion Estimation using the Fourier-Mellin Transform. In Proceedings of the 2007 IEEE Intelligent Vehicles Symposium IV’07, pages 450-455, Istanbul, Turkey, 13-15 June 2007. IEEE.
  Abstract Download (648kB, PDF)
• R. Goecke, N. Pettersson, and L. Petersson. Towards Detection and Tracking of On-Road Objects. In Proceedings of the 2007 IEEE Intelligent Vehicles Symposium IV’07, pages 416-421, Istanbul, Turkey, 13-15 June 2007. IEEE.
  Abstract Download (623kB, PDF)
• R. Goecke, A. Robles-Kelly, and T. Caelli (Eds.). Proceedings of the HCSNet Workshop on the Use of Vision in HCI (VisHCI2006). Conferences in Research and Practice in Information Technology, Vol. 56, Canberra, Australia, 1-3 November 2006. Australian Computer Society.
  Workshop website CRPIT Vol. 56

2006

• G. McIntyre and R. Goecke. Researching Emotions in Speech. In Proceedings of the Eleventh Australasian International Conference on Speech Science and Technology SST2006, pages 264-269, Auckland, New Zealand, 6-8 December 2006.
  Abstract Download (222kB, PDF)
• J.M. Saragih and R. Goecke. Learning Active Appearance Models from Image Sequences. In Proceedings of the HCSNet Workshop on the Use of Vision in HCI VisHCI2006, Conferences in Research and Practice in Information Technology, Vol. 56, pages 51-60, Canberra, Australia, 1-3 November 2006. Australian Computer Society.
  Abstract Download (860kB, PDF)
• J.M. Saragih and R. Goecke. Iterative Error Bound Minimisation for AAM Alignment. In Proceedings of the 18th International Conference on Pattern Recognition ICPR2006, Vol. 2, pages 1192-1195, Hong Kong, 20-24 August 2006. IEEE.
  Abstract Download (100kB, PDF)
• A. Robles-Kelly and R. Goecke. A Wavelet-based Approach to Image Feature Stability Assessment. In Proceedings of the Beyond Patches Workshop at the IEEE Computer Society Conference on Computer Vision and Pattern Recognition CVPR2006, CD-ROM, New York, USA, 17-22 June 2006. IEEE.
  Abstract Download (597kB, PDF)

2005

• R. Goecke. Audio-Video Automatic Speech Recognition: An Example of Improved Performance through Multimodal Sensor Input. In F.Chen and J.Epps (eds.), Proceedings of the NICTA-HCSNet Multimodal User Interaction Workshop (MMUI2005), Conferences in Research and Practice in Information Technology, Vol. 57, pages 25-32, Sydney, Australia, 13-14 September 2005. Australian Computer Society.
  Abstract Download (337kB, PDF)
• R. Goecke. Current Trends in Joint Audio-Video Signal Processing: A Review. In Proceedings of the IEEE 8th International Symposium on Signal Processing and Its Applications ISSPA 2005, pages 70-73, Sydney, Australia, 28 – 31 August 2005. IEEE.
  Abstract Download (37kB, PDF)
• R. Goecke. 3D Lip Tracking and Co-inertia Analysis for Improved Robustness of Audio-Video Automatic Speech Recognition. In Proceedings of the Auditory-Visual Speech Processing Workshop AVSP 2005, pages 109-114, Vancouver Island, Canada, 24 – 27 July 2005.
  Abstract Download (218kB, PDF)

2004

• R. Goecke and J.B. Millar. A Detailed Description of the AVOZES Data Corpus. In S. Cassidy, F. Cox, R. Mannell, and S. Palethorpe (Eds.), Proceedings of the 10th Australian International Conference on Speech Science and Technology SST2004, pages 486-491, Sydney, Australia, 8 – 10 December 2004. ASSTA.
  Abstract Download (754kB, PDF)
• R. Goecke and J.B. Millar. The Audio-Video Australian English Speech Data Corpus AVOZES. In Proceedings of the 8th International Conference on Spoken Language Processing INTERSPEECH 2004 – ICSLP, Volume III, pages 2525-2528, Jeju, Korea, 4 – 8 October 2004. ISCA.
  Abstract Download (99kB, PDF)
• J.B. Millar, M. Wagner, and R. Goecke. Aspects of Speaking-Face Data Corpus Design Methodology. In Proceedings of the 8th International Conference on Spoken Language Processing INTERSPEECH 2004 – ICSLP, Volume II, pages 1157-1160, Jeju, Korea, 4 – 8 October 2004. ISCA.
  Abstract Download (73kB, PDF)
• S. Mader, C. Peter, R. Goecke, R. Schultz, J. Voskamp, and B. Urban. A Freely Configurable, Multi-modal Sensor System for Affective Computing. In E. Andre (ed.), Proceedings of Affective Dialogue Systems: Tutorial and Research Workshop ADS’04, Lecture Notes in Artificial Intelligence 3068, pages 313-318, Kloster Irsee, Germany, 14 – 16 June 2004. Springer Verlag, Berlin, Germany.
  Abstract Download (91kB, PDF)
• A. Waczkat, E. Krueger, T. Schwinger, A. Heuer, T. Ignatova, B. Urban, R. Goecke. eNoteHistory – Identifizierung von Schreiberhänden in historischen Notenhandschriften mit Werkzeugen der modernen Informationstechnologie. In aibm Forum Musikbibliothek, 1/2004.
  Abstract Download (paper in German) (2037kB, PDF)
• R. Goecke. A Stereo Vision Lip Tracking Algorithm and Subsequent Statistical Analyses of the Audio-Video Correlation in Australian English. PhD Thesis, Australian National University, Canberra, Australia, May 2004.
  Abstract Download thesis (without data appendices on CD-ROM) (2.6MB, PDF)
  (To download the data appendices that are only found on CD-ROM in the PhD thesis, follow the above link to ‘Abstract’ and scroll to the bottom of the page.)

2003

• R.Goecke and J.B. Millar. Statistical Analysis of the Relationship between Audio and Video Speech Parameters for Australian English. In J.L. Schwartz, F. Berthommier, M.A. Cathiard, and D. Sodoyer (eds.), Proceedings of the ISCA Tutorial and Research Workshop on Auditory-Visual Speech Processing AVSP 2003, pages 133-138, St. Jorioz, France, 4 – 7 September 2003. Institut de la Communication Parlée, CNRS UMR 5009, INP Grenoble, Université Stendhal.
  Abstract Download (211kB, PDF)
• R.Goecke. Building a System for Writer Identification on Handwritten Music Scores. In M.H. Hamza (ed.), Proceedings of the IASTED International Conference on Signal Processing, Pattern Recognition, and Applications SSPRA 2003, pages 250-255, Rhodes, Greece, 30 June – 3 July 2003. Acta Press, Anaheim, USA.
  Abstract Download (125kB, PDF)
• R. Goecke and J. Voskamp. Optische Mimikanalyse. In S. Hambach (ed.), Multimedia & Bildung: Beiträge zu den 4. IuK-Tagen Mecklenburg-Vorpommern, pages 192-196, Rostock, Germany, 18 – 20 June 2003. IRB Verlag, Stuttgart, Germany.
  Abstract Download (paper in German) (277kB, PDF)
• R. Goecke, J. Voskamp, E. Krueger, T. Schwinger, I. Bruder, A. Finger, A. Heuer, and T. Ignatova. Ein System zur Identifikation der Schreiber von historischen Musikhandschriften. In S. Hambach (ed.), Multimedia & Bildung: Beiträge zu den 4. IuK-Tagen Mecklenburg-Vorpommern, pages 197-202, Rostock, Germany, 18 – 20 June 2003. IRB Verlag, Stuttgart, Germany.
  Abstract Download (paper in German) (84kB, PDF)

2002

• R. Goecke, G. Potamianos, and C. Neti. Noisy Audio Feature Enhancement Using Audio-Visual Speech Data. In Proceedings of the 2002 IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2002, Volume 2, pages 2025-2028, Orlando, USA, 12-17 May 2002.
  Abstract Download (166kB, PDF)

2001

• R. Goecke, J.B. Millar, A. Zelinsky, and J. Robert-Ribes. Analysis of Audio-Video Correlation in Vowels in Australian English. In Proceedings of the International Conference on Auditory-Visual Speech Processing AVSP 2001, pages 115-120, Aalborg, Denmnark, 7-9 September 2001.
  Abstract Download (1.8MB, PDF)
• R. Goecke, J.B. Millar, A. Zelinsky, and J. Robert-Ribes. Stereo Vision Lip-Tracking for Audio-Video Speech Processing. In Proceedings of the 2001 IEEE International Conference on Acoustics, Speech, and Signal Processing ICASSP 2001, Salt Lake City, USA, 7-11 May 2001.
  Abstract Download paper for student forum (337kB, PDF)

2000

• G. Loy, R. Goecke, S. Rougeaux, and A. Zelinsky. Stereo 3D Lip Tracking. In Proceedings of the 6th International Conference on Control, Automation, Robotics and Vision ICARCV2000, CD-ROM, Singapore, 5-8 December 2000.
  Abstract Download (347kB, PDF)
• R. Goecke, Q.N. Tran, J.B. Millar, A. Zelinsky, and J. Robert-Ribes. Validation of an Automatic Lip-Tracking Algorithm and Design of a Database for Audio-Video Speech Processing. In Proceedings of the 8th Australian International Conference on Speech Science and Technology SST-2000, pages 92-97, Canberra, Australia, 4-7 December 2000.
  Abstract Download (259kB, PDF)
• R. Goecke, J.B. Millar, A. Zelinsky, and J. Robert-Ribes. Automatic Extraction of Lip Feature Points. In Proceedings of the Australian Conference on Robotics and Automation ACRA 2000, pages 31-36, Melbourne, Australia, 30 August – 1 September 2000.
  Abstract Download (649kB, PDF)
• C.-W. Jo, R. Goecke, and J.B. Millar. Collection of Korean Audio-Video Speech Data. Speech Sciences, Vol. 7(1), pages 5-15, March 2000. The Korean Association of Speech.
  Abstract Download (4.2MB, PDF)

1999

• R. Goecke, J. Weese, and H. Schumann. Fast Volume Rendering Methods for Voxel-based 2D/3D Registration – A Comparative Study. In Proceedings of International Workshop on Biomedical Image Registration ’99, pages 89-102, Bled, Slovenia, 30-31 August 1999.
  Abstract Download (1.0MB, PDF)
• C.-W. Jo, R. Goecke, and J.B. Millar. Collection of Korean Audio-Video Speech Data. In Proceedings of 1999 Oriental COCOSDA Workshop, pages 73-76, Taipei, Taiwan, 12-14 May 1999.
  Abstract
• J. Weese, R. Goecke, G.P. Penney, P. Desmedt, T.M. Buzug, and H. Schumann. Fast voxel-based 2D/3D registration algorithm using a rendering method based on the shear-warp factorization. In Medical Imaging 1999: Image Processing, K.M. Hanson, ed., Proceedings of SPIE Vol.3661, 1999, pp. 802-810.
  Abstract Download (2.2MB, PDF)

1998

• R. Goecke. Fast Volume Rendering Methods for 2D/3D Registration. Diplomarbeit (Masters thesis) (in German) , University of Rostock, Germany, January 1998.
  Abstract Download thesis (in German) (724kB, PDF)

1997

• R.Goecke. A Testbed for Surface Fairing Algorithms for Free-Form Surfaces. Studienarbeit (Minor thesis) (in German), University of Rostock, Germany, June 1997.
  Abstract Download minor thesis (in German) (527kB, PDF)

1996

• R.Goecke. 3D Registration of Multi-Modality Medical Images by Use of Voxel-Similarity-Based Measures. In Proceedings of Graphics & Web’96, Dresden, Germany, 6-8 December 1996.
  Abstract Download (without figures) (199kB, PDF)