| 2025 | ICMI | The AI4Pain Grand Challenge 2025: Advancing Pain Assessment with Multimodal Physiological Signals. | Raul Fernandez Rojas, Calvin Joseph, Niraj Hirachan, Ben Seymour, Roland Goecke |
| 2024 | ACII | Automated Assessment of Pain (AAP) and Multimodal Sensing Grand Challenge for Next-Gen Pain Assessment (AI4Pain). | Zakia Hammal, Steffen Walter, Nadia Berthouze, Raul Fernandez Rojas, Ben Seymour, Roland Goecke |
| 2024 | ACII | The AI4Pain Grand Challenge 2024: Advancing Pain Assessment with Multimodal fNIRS and Facial Video Analysis. | Raul Fernandez Rojas, Calvin Joseph, Niraj Hirachan, Ben Seymour, Roland Goecke |
| 2023 | ACII | A Weakly Supervised Approach to Emotion-change Prediction and Improved Mood Inference. | Soujanya Narayana, Ibrahim Radwan, Ravikiran Parameshwara, Iman Abbasnejad, Akshay Asthana, Ramanathan Subramanian, Roland Goecke |
| 2023 | DICTA | Estimating Depression Severity from Long-Sequence Face Videos via an Ensemble Global Diverse Convolutional Model. | Ghazal Bargshady, Roland Goecke |
| 2023 | ICMI | EmotiW 2023: Emotion Recognition in the Wild Challenge. | Abhinav Dhall, Monisha Singh, Roland Goecke, Tom Gedeon, Donghuo Zeng, Yanan Wang, Kazushi Ikeda |
| 2023 | ICMI | Explainable Depression Detection via Head Motion Patterns. | Monika Gahalawat, Raul Fernandez Rojas, Tanaya Guha, Ramanathan Subramanian, Roland Goecke |
| 2023 | PSIVT | An Investigation of Video Vision Transformers for Depression Severity Estimation from Facial Video Data. | Ghazal Bargshady, Roland Goecke |
| 2022 | ICMI | To Improve Is to Change: Towards Improving Mood Prediction by Learning Changes in Emotion. | Soujanya Narayana, Ramanathan Subramanian, Ibrahim Radwan, Roland Goecke |
| 2021 | ICIP | Micro-Expression Recognition Based On Video Motion Magnification And Pre-Trained Neural Network. | Mengjiong Bai, Roland Goecke, Damith C. Herath |
| 2020 | ACIVS | Feature Map Augmentation to Improve Rotation Invariance in Convolutional Neural Networks. | Dinesh Kumar, Dharmendra Sharma, Roland Goecke |
| 2020 | ICMI | Investigating LSTM for Micro-Expression Recognition. | Mengjiong Bai, Roland Goecke |
| 2020 | ICMI | EmotiW 2020: Driver Gaze, Group Emotion, Student Engagement and Physiological Signal based Challenges. | Abhinav Dhall, Garima Sharma, Roland Goecke, Tom Gedeon |
| 2020 | ICPR | CNN Depression Severity Level Estimation from Upper Body vs. Face-Only Images. | Dua'a Ahmad, Roland Goecke, James Ireland |
| 2020 | MICCAI | Automatic Segmentation of Achilles Tendon Tissues Using Deep Convolutional Neural Network. | Tariq Alzyadat, Stephan Praet, Girija Chetty, Roland Goecke, David Hughes, Dinesh Kumar, Marijke Welvaert, Nicole Vlahovich, Gordon Waddington |
| 2019 | ICCV | Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks. | Aamir Mustafa, Salman H. Khan, Munawar Hayat, Roland Goecke, Jianbing Shen, Ling Shao |
| 2018 | ICMI | EmotiW 2018: Audio-Video, Student Engagement and Group-Level Affect Prediction. | Abhinav Dhall, Amanjot Kaur, Roland Goecke, Tom Gedeon |
| 2017 | ACII | Heart rate estimation from facial videos for depression analysis. | Aamir Mustafa, Shalini Bhatia, Munawar Hayat, Roland Goecke |
| 2017 | CVPR | Joint Registration and Representation Learning for Unconstrained Face Identification. | Munawar Hayat, Salman H. Khan, Naoufel Werghi, Roland Goecke |
| 2017 | ICMI | A multimodal system to characterise melancholia: cascaded bag of words approach. | Shalini Bhatia, Munawar Hayat, Roland Goecke |
| 2017 | ICMI | From individual to group-level emotion recognition: EmotiW 5.0. | Abhinav Dhall, Roland Goecke, Shreya Ghosh, Jyoti Joshi, Jesse Hoey, Tom Gedeon |
| 2017 | Interspeech | Elicitation Design for Acoustic Depression Classification: An Investigation of Articulation Effort, Linguistic Complexity, and Word Affect. | Brian Stasak, Julien Epps, Roland Goecke |
| 2016 | ECCV | Extending Long Short-Term Memory for Multi-View Structured Learning. | Shyam Sundar Rajagopalan, Louis-Philippe Morency, Tadas Baltrusaitis, Roland Goecke |
| 2016 | ICMI | Emotion recognition in the wild challenge 2016. | Abhinav Dhall, Roland Goecke, Jyoti Joshi, Tom Gedeon |
| 2016 | Interspeech | Cross-Cultural Depression Recognition from Vocal Biomarkers. | Sharifa Alghowinem, Roland Goecke, Julien Epps, Michael Wagner, Jeffrey F. Cohn |
| 2016 | Interspeech | An Investigation of Emotional Speech in Depression Classification. | Brian Stasak, Julien Epps, Nicholas Cummins, Roland Goecke |
| 2015 | ACII | A temporally piece-wise fisher vector approach for depression analysis. | Abhinav Dhall, Roland Goecke |
| 2015 | BMVC | Riesz-based Volume Local Binary Pattern and A Novel Group Expression Model for Group Happiness Intensity Analysis. | Xiaohua Huang, Abhinav Dhall, Guoying Zhao, Roland Goecke, Matti Pietikinen |
| 2015 | ICIP | Multi-level action detection via learning latent structure. | Behzad Bozorgtabar, Roland Goecke |
| 2015 | ICMI | Video and Image based Emotion Recognition Challenges in the Wild: EmotiW 2015. | Abhinav Dhall, O. V. Ramana Murthy, Roland Goecke, Jyoti Joshi, Tom Gedeon |
| 2014 | ACCV | Enhanced Laplacian Group Sparse Learning with Lifespan Outlier Rejection for Visual Tracking. | Behzad Bozorgtabar, Roland Goecke |
| 2014 | DICTA | Robust Visual Tracking via Rank-Constrained Sparse Learning. | Behzad Bozorgtabar, Roland Goecke |
| 2014 | DICTA | Discriminative Multi-Task Sparse Learning for Robust Visual Tracking Using Conditional Random Field. | Behzad Bozorgtabar, Roland Goecke |
| 2014 | DICTA | The Influence of Temporal Information on Human Action Recognition with Large Number of Classes. | O. V. Ramana Murthy, Roland Goecke |
| 2014 | HCI | Design of an Emotion Elicitation Framework for Arabic Speakers. | Sharifa Alghowinem, Sarah Alghuwinem, Majdah Alshehri, Areej Al-Wabil, Roland Goecke, Michael Wagner |
| 2014 | ICIP | Joint sparsity-based robust visual tracking. | Behzad Bozorgtabar, Roland Goecke |
| 2014 | ICIP | Dense body part trajectories for human action recognition. | O. V. Ramana Murthy, Ibrahim Radwan, Roland Goecke |
| 2014 | ICIP | Detecting self-stimulatory behaviours for autism diagnosis. | Shyam Sundar Rajagopalan, Roland Goecke |
| 2014 | ICMI | Emotion Recognition In The Wild Challenge 2014: Baseline, Data and Protocol. | Abhinav Dhall, Roland Goecke, Jyoti Joshi, Karan Sikka, Tom Gedeon |
| 2014 | ICPR | Automatic Prediction of Perceived Traits Using Visual Cues under Varied Situational Context. | Jyoti Joshi, Hatice Gunes, Roland Goecke |
| 2014 | WACV | A discriminative parts based model approach for fiducial points free and shape constrained head pose normalisation in the wild. | Abhinav Dhall, Karan Sikka, Gwen Littlewort, Roland Goecke, Marian Stewart Bartlett |
| 2014 | WACV | A discriminative parts based model approach for fiducial points free and shape constrained head pose normalisation in the wild. | Abhinav Dhall, Karan Sikka, Gwen Littlewort, Roland Goecke, Marian Stewart Bartlett |
| 2013 | ACII | Head Pose and Movement Analysis as an Indicator of Depression. | Sharifa Alghowinem, Roland Goecke, Michael Wagner, Gordon Parker, Michael Breakspear |
| 2013 | ACII | Relative Body Parts Movement for Automatic Depression Analysis. | Jyoti Joshi, Abhinav Dhall, Roland Goecke, Jeffrey F. Cohn |
| 2013 | ACII | Modeling Stress Using Thermal Facial Patterns: A Spatio-temporal Approach. | Nandita Sharma, Abhinav Dhall, Tom Gedeon, Roland Goecke |
| 2013 | DICTA | Robust Visual Vocabulary Tracking Using Hierarchical Model Fusion. | Behzad Bozorgtabar, Roland Goecke |
| 2013 | DICTA | On the Effect of Human Body Parts in Large Scale Human Behaviour Recognition. | O. V. Ramana Murthy, Ibrahim Radwan, Abhinav Dhall, Roland Goecke |
| 2013 | ICASSP | Detecting depression: A comparison between spontaneous and read speech. | Sharifa Alghowinem, Roland Goecke, Michael Wagner, Julien Epps, Michael Breakspear, Gordon Parker |
| 2013 | ICASSP | A comparative study of different classifiers for detecting depression from spontaneous speech. | Sharifa Alghowinem, Roland Goecke, Michael Wagner, Julien Epps, Tom Gedeon, Michael Breakspear, Gordon Parker |
| 2013 | ICCV | Monocular Image 3D Human Pose Estimation under Self-Occlusion. | Ibrahim Radwan, Abhinav Dhall, Roland Goecke |
| 2013 | ICIP | Eye movement analysis for depression detection. | Sharifa Alghowinem, Roland Goecke, Michael Wagner, Gordon Parker, Michael Breakspear |
| 2013 | ICMI | Emotion recognition in the wild challenge (EmotiW) challenge and workshop summary. | Abhinav Dhall, Roland Goecke, Jyoti Joshi, Michael Wagner, Tom Gedeon |
| 2013 | ICMI | Emotion recognition in the wild challenge 2013. | Abhinav Dhall, Roland Goecke, Jyoti Joshi, Michael Wagner, Tom Gedeon |
| 2013 | ICONIP | Adaptive Multiple Component Metric Learning for Robust Visual Tracking. | Behzad Bozorgtabar, Roland Goecke |
| 2013 | Interspeech | Characterising depressed speech for classification. | Sharifa Alghowinem, Roland Goecke, Michael Wagner, Julien Epps, Gordon Parker, Michael Breakspear |
| 2013 | Interspeech | Modeling spectral variability for the classification of depressed speech. | Nicholas Cummins, Julien Epps, Vidhyasaharan Sethu, Michael Breakspear, Roland Goecke |
| 2013 | Interspeech | R-norm: improving inter-speaker variability modelling at the score level via regression score normalisation. | David Vandyke, Michael Wagner, Roland Goecke |
| 2012 | ACCV | Finding Happiest Moments in a Social Context. | Abhinav Dhall, Jyoti Joshi, Ibrahim Radwan, Roland Goecke |
| 2012 | FlAIRS | From Joyous to Clinically Depressed: Mood Detection Using Spontaneous Speech. | Sharifa Alghowinem, Roland Goecke, Michael Wagner, Julien Epps, Michael Breakspear, Gordon Parker |
| 2012 | ICONIP | An Improved NN Training Scheme Using Two-Stage LDA Features for Face Recognition. | Behzad Bozorgtabar, Roland Goecke |
| 2012 | ICPR | Group expression intensity estimation in videos via Gaussian Processes. | Abhinav Dhall, Roland Goecke |
| 2012 | ICPR | Neural-net classification for spatio-temporal descriptor based depression analysis. | Jyoti Joshi, Abhinav Dhall, Roland Goecke, Michael Breakspear, Gordon Parker |
| 2012 | ICPR | Correcting pose estimation with implicit occlusion detection and rectification. | Ibrahim Radwan, Abhinav Dhall, Roland Goecke |
| 2011 | BMVC | Pose Normalization via Learned 2D Warping for Fully Automatic Face Recognition. | Akshay Asthana, Michael J. Jones, Tim K. Marks, Kinh H. Tieu, Roland Goecke |
| 2011 | Interspeech | An Investigation of Depressed Speech Detection: Features and Normalization. | Nicholas Cummins, Julien Epps, Michael Breakspear, Roland Goecke |
| 2010 | ICONIP | Facial Expression Based Automatic Album Creation. | Abhinav Dhall, Akshay Asthana, Roland Goecke |
| 2010 | ICPR | Linear Facial Expression Transfer with Active Appearance Models. | Miles de la Hunty, Akshay Asthana, Roland Goecke |
| 2010 | ICPR | Illumination and Expression Invariant Recognition Using SSIM Based Sparse Representation. | Asim A. Khwaja, Akshay Asthana, Roland Goecke |
| 2009 | ACII | Evaluating AAM fitting methods for facial expression recognition. | Akshay Asthana, Jason M. Saragih, Michael Wagner, Roland Goecke |
| 2009 | CVPR | Learning based automatic face annotation for arbitrary poses and expressions from frontal images only. | Akshay Asthana, Roland Goecke, Novi Quadrianto, Tom Gedeon |
| 2009 | DICTA | Biologically Inspired Contrast Enhancement Using Asymmetric Gain Control. | Asim A. Khwaja, Roland Goecke |
| 2009 | ICIP | Automatic frontal face annotation and AAM building for arbitrary expressions from a single frontal image only. | Akshay Asthana, Asim A. Khwaja, Roland Goecke |
| 2008 | DICTA | Image Reconstruction from Contrast Information. | Asim A. Khwaja, Roland Goecke |
| 2008 | ICONIP | A Hybrid Fuzzy Approach for Human Eye Gaze Pattern Recognition. | Dingyun Zhu, B. Sumudu U. Mendis, Tom Gedeon, Akshay Asthana, Roland Goecke |
| 2006 | CVPR | A Wavelet-Based Approach to Image Feature Stability Assessment. | Antonio Robles-Kelly, Roland Goecke |
| 2004 | Interspeech | The audio-video australian English speech data corpus AVOZES. | J. Bruce Millar, Roland Goecke |
| 2004 | Interspeech | Aspects of speaking-face data corpus design methodology. | J. Bruce Millar, Michael Wagner, Roland Goecke |
| 2002 | ICASSP | Noisy audio feature enhancement using audio-visual speech data. | Roland Goecke, Gerasimos Potamianos, Chalapathy Neti |