Fast voxel-based 2D/3D registration algorithm using a volume rendering method based on the shear-warp factorization. - Jürgen Weese; Roland Goecke; Graeme P. Penney; Paul Desmedt; Thorsten M. Buzug; Heidrun Schumann (Image Processing, 1999)

Analysis of audio-video correlation in vowels in Australian English. - Roland Goecke; J. Bruce Millar; Alexander Zelinsky; Jordi Robert-Ribes (AVSP, 2001)

Noisy audio feature enhancement using audio-visual speech data. - Roland Goecke; Gerasimos Potamianos; Chalapathy Neti (ICASSP, 2002)

Statistical analysis of the relationship between audio and video speech parameters for Australian English. - Roland Goecke; J. Bruce Millar (AVSP, 2003)

A Freely Configurable, Multi-modal Sensor System for Affective Computing. - Steffen Mader; Christian Peter; Roland Göcke; Randolf Schultz; Jörg Voskamp; Bodo Urban (ADS, 2004)

The audio-video australian English speech data corpus AVOZES. - J. Bruce Millar; Roland Goecke (INTERSPEECH, 2004)

Aspects of speaking-face data corpus design methodology. - J. Bruce Millar; Michael Wagner 004; Roland Goecke (INTERSPEECH, 2004)

3d lip tracking and co-inertia analysis for improved robustness of audio-video automatic speech recognition. - Roland Goecke (AVSP, 2005)

Current trends in joint audio-video signal processing: a review. - Roland Goecke (ISSPA, 2005)

A Wavelet-Based Approach to Image Feature Stability Assessment. - Antonio Robles-Kelly; Roland Goecke (CVPR Workshops, 2006)

Iterative Error Bound Minimisation for AAM Alignment. - Jason M. Saragih; Roland Göcke (ICPR (2), 2006)

Monocular and Stereo Methods for AAM Learning from Video. - Jason M. Saragih; Roland Göcke (CVPR, 2007)

Quaternion Potential Functions for a Colour Image Completion Method Using Markov Random Fields. - Huy Tho Ho; Roland Göcke (DICTA, 2007)

Towards Affective Sensing. - Gordon McIntyre; Roland Göcke (HCI (3), 2007)

EREC-II in Use - Studies on Usability and Suitability of a Sensor System for Affect Detection and Human Performance Monitoring. - Christian Peter; Randolf Schultz; Jörg Voskamp; Bodo Urban; Nadine Nowack; Hubert Janik; Karin Kraft; Roland Göcke (HCI (3), 2007)

A Nonlinear Discriminative Approach to AAM Fitting. - Jason M. Saragih; Roland Göcke (ICCV, 2007)

Automatic Parametrisation for an Image Completion Method Based on Markov Random Fields. - Huy Tho Ho; Roland Göcke (ICIP (3), 2007)

A comparative study of 2d and 3d lip tracking methods for AV ASR. - Roland Göcke; Akshay Asthana (AVSP, 2008)

Optical flow estimation using Fourier Mellin Transform. - Huy Tho Ho; Roland Göcke (CVPR, 2008)

Image Reconstruction from Contrast Information. - Asim A. Khwaja; Roland Goecke (DICTA, 2008)

A Hybrid Fuzzy Approach for Human Eye Gaze Pattern Recognition. - Dingyun Zhu; B. Sumudu U. Mendis; Tom Gedeon; Akshay Asthana; Roland Goecke (ICONIP (2), 2008)

A composite framework for affective sensing. - Gordon McIntyre; Roland Göcke (INTERSPEECH, 2008)

The Composite Sensing of Affect. - Gordon McIntyre; Roland Göcke (Affect and Emotion in Human-Computer Interaction, 2008)

Evaluating AAM fitting methods for facial expression recognition. - Akshay Asthana; Jason M. Saragih; Michael Wagner 004; Roland Goecke (ACII, 2009)

An approach for automatically measuring facial activity in depressed subjects. - Gordon McIntyre; Roland Göcke; Matthew Hyett; Melissa J. Green; Michael Breakspear (ACII, 2009)

Audio-visual mutual dependency models for biometric liveness checks. - Girija Chetty; Roland Göcke; Michael Wagner 004 (AVSP, 2009)

Auditory-visual infant directed speech in Japanese and English. - Takaaki Shochi; Kaoru Sekiyama; Nicole Lees; Mark Boyce; Roland Göcke; Denis Burnham (AVSP, 2009)

Learning-based Face Synthesis for Pose-Robust Recognition from Single Image. - Akshay Asthana; Conrad Sanderson; Tamás D. Gedeon; Roland Göcke (BMVC, 2009)

Learning based automatic face annotation for arbitrary poses and expressions from frontal images only. - Akshay Asthana; Roland Goecke; Novi Quadrianto; Tom Gedeon (CVPR, 2009)

Biologically Inspired Contrast Enhancement Using Asymmetric Gain Control. - Asim A. Khwaja; Roland Goecke (DICTA, 2009)

Automatic frontal face annotation and AAM building for arbitrary expressions from a single frontal image only. - Akshay Asthana; Asim A. Khwaja; Roland Goecke (ICIP, 2009)

Learning AAM fitting through simulation. - Jason M. Saragih; Roland Göcke (Pattern Recognit., 2009)

Facial Expression Based Automatic Album Creation. - Abhinav Dhall; Akshay Asthana; Roland Goecke (ICONIP (2), 2010)

Linear Facial Expression Transfer with Active Appearance Models. - Miles de la Hunty; Akshay Asthana; Roland Goecke (ICPR, 2010)

Illumination and Expression Invariant Recognition Using SSIM Based Sparse Representation. - Asim A. Khwaja; Akshay Asthana; Roland Goecke (ICPR, 2010)

Pose Normalization via Learned 2D Warping for Fully Automatic Face Recognition. - Akshay Asthana; Michael J. Jones 001; Tim K. Marks; Kinh H. Tieu; Roland Goecke (BMVC, 2011)

A SSIM-based approach for finding similar facial expressions. - Abhinav Dhall; Akshay Asthana; Roland Goecke (FG, 2011)

Emotion recognition using PHOG and LPQ features. - Abhinav Dhall; Akshay Asthana; Roland Goecke; Tom Gedeon (FG, 2011)

Static facial expression analysis in tough conditions: Data, evaluation protocol and benchmark. - Abhinav Dhall; Roland Goecke; Simon Lucey; Tom Gedeon (ICCV Workshops, 2011)

Building an Audio-Visual Corpus of Australian English: Large Corpus Collection with an Economical Portable and Replicable Black Box. - Denis Burnham; Dominique Estival; Steven Fazio; Jette Viethen; Felicity Cox; Robert Dale; Steve Cassidy; Julien Epps; Roberto Togneri; Michael Wagner 004; Yuko Kinoshita; Roland Göcke; et al. (INTERSPEECH, 2011)

An Investigation of Depressed Speech Detection: Features and Normalization. - Nicholas Cummins; Julien Epps; Michael Breakspear; Roland Goecke (INTERSPEECH, 2011)

Regression based automatic face annotation for deformable model building. - Akshay Asthana; Simon Lucey; Roland Goecke (Pattern Recognit., 2011)

Finding Happiest Moments in a Social Context. - Abhinav Dhall; Jyoti Joshi; Ibrahim Radwan; Roland Goecke (ACCV (2), 2012)

From Joyous to Clinically Depressed: Mood Detection Using Spontaneous Speech. - Sharifa Alghowinem; Roland Goecke; Michael Wagner 004; Julien Epps; Michael Breakspear; Gordon Parker (FLAIRS, 2012)

Regression Based Pose Estimation with Automatic Occlusion Detection and Rectification. - Ibrahim Radwan; Abhinav Dhall; Jyoti Joshi; Roland Goecke (ICME, 2012)

An Improved NN Training Scheme Using Two-Stage LDA Features for Face Recognition. - Behzad Bozorgtabar; Roland Goecke (ICONIP (5), 2012)

Group expression intensity estimation in videos via Gaussian Processes. - Abhinav Dhall; Roland Goecke (ICPR, 2012)

Neural-net classification for spatio-temporal descriptor based depression analysis. - Jyoti Joshi; Abhinav Dhall; Roland Goecke; Michael Breakspear; Gordon Parker (ICPR, 2012)

Correcting pose estimation with implicit occlusion detection and rectification. - Ibrahim Radwan; Abhinav Dhall; Roland Goecke (ICPR, 2012)

Multi-view Multi-modal Gait Based Human Identity Recognition from Surveillance Videos. - Emdad Hossain; Girija Chetty; Roland Goecke (MPRSS, 2012)

Collecting Large, Richly Annotated Facial-Expression Databases from Movies. - Abhinav Dhall; Roland Goecke; Simon Lucey; Tom Gedeon (IEEE Multim., 2012)

Facial Performance Transfer via Deformable Models and Parametric Correspondence. - Akshay Asthana; Miles de la Hunty; Abhinav Dhall; Roland Goecke (IEEE Trans. Vis. Comput. Graph., 2012)

Head Pose and Movement Analysis as an Indicator of Depression. - Sharifa Alghowinem; Roland Goecke; Michael Wagner 004; Gordon Parker; Michael Breakspear (ACII, 2013)

Relative Body Parts Movement for Automatic Depression Analysis. - Jyoti Joshi; Abhinav Dhall; Roland Goecke; Jeffrey F. Cohn (ACII, 2013)

Modeling Stress Using Thermal Facial Patterns: A Spatio-temporal Approach. - Nandita Sharma; Abhinav Dhall; Tom Gedeon; Roland Goecke (ACII, 2013)

AusTalk - The Australian speech database: Design framework, recording experience and localisation. - Sharifa Alghowinem; Michael Wagner 004; Roland Goecke (CITA, 2013)

Voice source waveforms for utterance level speaker identification using support vector machines. - David Vandyke; Michael Wagner 004; Roland Goecke (CITA, 2013)

Robust Visual Vocabulary Tracking Using Hierarchical Model Fusion. - Behzad Bozorgtabar; Roland Goecke (DICTA, 2013)

On the Effect of Human Body Parts in Large Scale Human Behaviour Recognition. - O. V. Ramana Murthy; Ibrahim Radwan; Abhinav Dhall; Roland Goecke (DICTA, 2013)

Can body expressions contribute to automatic depression analysis? - Jyoti Joshi; Roland Goecke; Gordon Parker; Michael Breakspear (FG, 2013)

Detecting depression: A comparison between spontaneous and read speech. - Sharifa Alghowinem; Roland Goecke; Michael Wagner 004; Julien Epps; Michael Breakspear; Gordon Parker (ICASSP, 2013)

A comparative study of different classifiers for detecting depression from spontaneous speech. - Sharifa Alghowinem; Roland Goecke; Michael Wagner 004; Julien Epps; Tom Gedeon; Michael Breakspear; Gordon Parker (ICASSP, 2013)

Monocular Image 3D Human Pose Estimation under Self-Occlusion. - Ibrahim Radwan; Abhinav Dhall; Roland Goecke (ICCV, 2013)

The Visual Object Tracking VOT2013 Challenge Results. - Matej Kristan; Roman P. Pflugfelder; Ales Leonardis; Jiri Matas; Fatih Porikli; Luka Cehovin; Georg Nebehay; Gustavo Fernández; Tomás Vojír; Adam Gatt; Ahmad Khajenezhad; Ahmed Salah El-Din; et al. (ICCV Workshops, 2013)

Ordered Trajectories for Large Scale Human Action Recognition. - O. V. Ramana Murthy; Roland Goecke (ICCV Workshops, 2013)

Self-Stimulatory Behaviours in the Wild for Autism Diagnosis. - Shyam Sundar Rajagopalan; Abhinav Dhall; Roland Goecke (ICCV Workshops, 2013)

Eye movement analysis for depression detection. - Sharifa Alghowinem; Roland Goecke; Michael Wagner 004; Gordon Parker; Michael Breakspear (ICIP, 2013)

Emotion recognition in the wild challenge (EmotiW) challenge and workshop summary. - Abhinav Dhall; Roland Goecke; Jyoti Joshi; Michael Wagner 004; Tom Gedeon (ICMI, 2013)

Emotion recognition in the wild challenge 2013. - Abhinav Dhall; Roland Goecke; Jyoti Joshi; Michael Wagner 004; Tom Gedeon (ICMI, 2013)

Adaptive Multiple Component Metric Learning for Robust Visual Tracking. - Behzad Bozorgtabar; Roland Goecke (ICONIP (3), 2013)

Characterising depressed speech for classification. - Sharifa Alghowinem; Roland Goecke; Michael Wagner 004; Julien Epps; Gordon Parker; Michael Breakspear (INTERSPEECH, 2013)

Modeling spectral variability for the classification of depressed speech. - Nicholas Cummins; Julien Epps; Vidhyasaharan Sethu; Michael Breakspear; Roland Goecke (INTERSPEECH, 2013)

R-norm: improving inter-speaker variability modelling at the score level via regression score normalisation. - David Vandyke; Michael Wagner 004; Roland Goecke (INTERSPEECH, 2013)

Diagnosis of depression by behavioural signals: a multimodal approach. - Nicholas Cummins; Jyoti Joshi; Abhinav Dhall; Vidhyasaharan Sethu; Roland Goecke; Julien Epps (AVEC@ACM Multimedia, 2013)

Multimodal assistive technologies for depression diagnosis and monitoring. - Jyoti Joshi; Roland Goecke; Sharifa Alghowinem; Abhinav Dhall; Michael Wagner 004; Julien Epps; Gordon Parker; Michael Breakspear (J. Multimodal User Interfaces, 2013)

Enhanced Laplacian Group Sparse Learning with Lifespan Outlier Rejection for Visual Tracking. - Behzad Bozorgtabar; Roland Goecke (ACCV (5), 2014)

Robust Visual Tracking via Rank-Constrained Sparse Learning. - Behzad Bozorgtabar; Roland Goecke (DICTA, 2014)

Discriminative Multi-Task Sparse Learning for Robust Visual Tracking Using Conditional Random Field. - Behzad Bozorgtabar; Roland Goecke (DICTA, 2014)

The Influence of Temporal Information on Human Action Recognition with Large Number of Classes. - O. V. Ramana Murthy; Roland Goecke (DICTA, 2014)

Design of an Emotion Elicitation Framework for Arabic Speakers. - Sharifa Alghowinem; Sarah Alghuwinem; Majdah Alshehri; Areej Al-Wabil; Roland Goecke; Michael Wagner 004 (HCI (2), 2014)

Joint sparsity-based robust visual tracking. - Behzad Bozorgtabar; Roland Goecke (ICIP, 2014)

Dense body part trajectories for human action recognition. - O. V. Ramana Murthy; Ibrahim Radwan; Roland Goecke (ICIP, 2014)

Detecting self-stimulatory behaviours for autism diagnosis. - Shyam Sundar Rajagopalan; Roland Goecke (ICIP, 2014)

Emotion Recognition In The Wild Challenge 2014: Baseline, Data and Protocol. - Abhinav Dhall; Roland Goecke; Jyoti Joshi; Karan Sikka; Tom Gedeon (ICMI, 2014)

Automatic Prediction of Perceived Traits Using Visual Cues under Varied Situational Context. - Jyoti Joshi; Hatice Gunes; Roland Goecke (ICPR, 2014)

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 (WACV, 2014)

Thermal spatio-temporal data for stress recognition. - Nandita Sharma; Abhinav Dhall; Tom Gedeon; Roland Goecke (EURASIP J. Image Video Process., 2014)

A temporally piece-wise fisher vector approach for depression analysis. - Abhinav Dhall; Roland Goecke (ACII, 2015)

Riesz-based Volume Local Binary Pattern and A Novel Group Expression Model for Group Happiness Intensity Analysis. - Xiaohua Huang; Abhinav Dhall; Guoying Zhao 001; Roland Goecke; Matti Pietikäinen (BMVC, 2015)

Cross-cultural detection of depression from nonverbal behaviour. - Sharifa Alghowinem; Roland Goecke; Jeffrey F. Cohn; Michael Wagner 004; Gordon Parker; Michael Breakspear (FG, 2015)

The more the merrier: Analysing the affect of a group of people in images. - Abhinav Dhall; Jyoti Joshi; Karan Sikka; Roland Goecke; Nicu Sebe (FG, 2015)

Play with me - Measuring a child's engagement in a social interaction. - Shyam Sundar Rajagopalan; O. V. Ramana Murthy; Roland Goecke; Agata Rozga (FG, 2015)

Injury Mechanism Classification in Soccer Videos. - O. V. Ramana Murthy; Roland Goecke (ICCV Workshops, 2015)

Multi-level action detection via learning latent structure. - Behzad Bozorgtabar; Roland Goecke (ICIP, 2015)

Video and Image based Emotion Recognition Challenges in the Wild: EmotiW 2015. - Abhinav Dhall; O. V. Ramana Murthy; Roland Goecke; Jyoti Joshi; Tom Gedeon (ICMI, 2015)

AVEC 2015 Keynote Talk: From Facial Expression Analysis to Multimodal Mood Analysis. - Roland Göcke (AVEC@ACM Multimedia, 2015)

Harnessing the Deep Net Object Models for Enhancing Human Action Recognition. - O. V. Ramana Murthy; Roland Goecke (CoRR, 2015)

Occlusion-Aware Human Pose Estimation with Mixtures of Sub-Trees. - Ibrahim Radwan; Abhinav Dhall; Roland Goecke (CoRR, 2015)

Ordered trajectories for human action recognition with large number of classes. - O. V. Ramana Murthy; Roland Goecke (Image Vis. Comput., 2015)

Automatic Group Happiness Intensity Analysis. - Abhinav Dhall; Roland Goecke; Tom Gedeon (IEEE Trans. Affect. Comput., 2015)

Extending Long Short-Term Memory for Multi-View Structured Learning. - Shyam Sundar Rajagopalan; Louis-Philippe Morency; Tadas Baltrusaitis; Roland Goecke (ECCV (7), 2016)

Emotion recognition in the wild challenge 2016. - Abhinav Dhall; Roland Goecke; Jyoti Joshi; Tom Gedeon (ICMI, 2016)

EmotiW 2016: video and group-level emotion recognition challenges. - Abhinav Dhall; Roland Göcke; Jyoti Joshi; Jesse Hoey; Tom Gedeon (ICMI, 2016)

Cross-Cultural Depression Recognition from Vocal Biomarkers. - Sharifa Alghowinem; Roland Goecke; Julien Epps; Michael Wagner 004; Jeffrey F. Cohn (INTERSPEECH, 2016)

An Investigation of Emotional Speech in Depression Classification. - Brian Stasak; Julien Epps; Nicholas Cummins; Roland Goecke (INTERSPEECH, 2016)

Analyzing the Affect of a Group of People Using Multi-modal Framework. - Xiaohua Huang; Abhinav Dhall; Xin Liu 012; Guoying Zhao 001; Jingang Shi; Roland Goecke; Matti Pietikäinen (CoRR, 2016)

Efficient multi-target tracking via discovering dense subgraphs. - Behzad Bozorgtabar; Roland Göcke (Comput. Vis. Image Underst., 2016)

Dimensionality reduction of Fisher vectors for human action recognition. - Venkata Ramana Murthy Oruganti; Roland Goecke (IET Comput. Vis., 2016)

Emotion recognition in the wild. - Abhinav Dhall; Roland Goecke; Tom Gedeon; Nicu Sebe (J. Multimodal User Interfaces, 2016)

Heart rate estimation from facial videos for depression analysis. - Aamir Mustafa; Shalini Bhatia; Munawar Hayat; Roland Goecke (ACII, 2017)

Joint Registration and Representation Learning for Unconstrained Face Identification. - Munawar Hayat; Salman H. Khan 001; Naoufel Werghi; Roland Goecke (CVPR, 2017)

A Video-Based Facial Behaviour Analysis Approach to Melancholia. - Shalini Bhatia; Munawar Hayat; Michael Breakspear; Gordon Parker; Roland Goecke (FG, 2017)

Human Postural Sway Estimation from Noisy Observations. - Hafsa Ismail; Ibrahim Radwan; Hanna Suominen; Gordon Waddington; Roland Goecke (FG, 2017)

A multimodal system to characterise melancholia: cascaded bag of words approach. - Shalini Bhatia; Munawar Hayat; Roland Goecke (ICMI, 2017)

From individual to group-level emotion recognition: EmotiW 5.0. - Abhinav Dhall; Roland Goecke; Shreya Ghosh 001; Jyoti Joshi; Jesse Hoey; Tom Gedeon (ICMI, 2017)

Elicitation Design for Acoustic Depression Classification: An Investigation of Articulation Effort, Linguistic Complexity, and Word Affect. - Brian Stasak; Julien Epps; Roland Goecke (INTERSPEECH, 2017)

Investigating Word Affect Features and Fusion of Probabilistic Predictions Incorporating Uncertainty in AVEC 2017. - Ting Dang; Brian Stasak; Zhaocheng Huang; Sadari Jayawardena; Mia Atcheson; Munawar Hayat; Phu Ngoc Le; Vidhyasaharan Sethu; Roland Goecke; Julien Epps (AVEC@ACM Multimedia, 2017)

Multimodal assessment of depression from behavioral signals. - Jeffrey F. Cohn; Nicholas Cummins; Julien Epps; Roland Goecke; Jyoti Joshi; Stefan Scherer (The Handbook of Multimodal-Multisensor Interfaces, Volume 2 (2), 2018)

EmotiW 2018: Audio-Video, Student Engagement and Group-Level Affect Prediction. - Abhinav Dhall; Amanjot Kaur; Roland Goecke; Tom Gedeon (ICMI, 2018)

A Global Alignment Kernel based Approach for Group-level Happiness Intensity Estimation. - Xiaohua Huang; Abhinav Dhall; Roland Goecke; Matti Pietikäinen; Guoying Zhao 001 (CoRR, 2018)

Multimodal Depression Detection: Fusion Analysis of Paralinguistic, Head Pose and Eye Gaze Behaviors. - Sharifa Alghowinem; Roland Goecke; Michael Wagner 004; Julien Epps; Matthew Hyett; Gordon Parker; Michael Breakspear (IEEE Trans. Affect. Comput., 2018)

MSMCT: Multi-State Multi-Camera Tracker. - Behzad Bozorgtabar; Roland Goecke (IEEE Trans. Circuits Syst. Video Technol., 2018)

Multimodal Framework for Analyzing the Affect of a Group of People. - Xiaohua Huang; Abhinav Dhall; Roland Goecke; Matti Pietikäinen; Guoying Zhao 001 (IEEE Trans. Multim., 2018)

Gait Estimation and Analysis from Noisy Observations. - Hafsa Ismail; Ibrahim Radwan; Hanna Suominen; Roland Goecke (EMBC, 2019)

Sway Risk Analysis Based on Age Group Classification. - Hafsa Ismail; Ibrahim Radwan; Hanna Suominen; Gordon Waddington; Roland Goecke (EMBC, 2019)

Automated Measurement of Head Movement Synchrony during Dyadic Depression Severity Interviews. - Shalini Bhatia; Roland Goecke; Zakia Hammal; Jeffrey F. Cohn (FG, 2019)

Estimation of Missing Human Body Parts Via Bidirectional LSTM. - Ibrahim Radwan; Akshay Asthana; Hafsa Ismail; Byron W. Keating; Roland Goecke (FG, 2019)

Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks. - Aamir Mustafa; Salman H. Khan 001; Munawar Hayat; Roland Goecke; Jianbing Shen; Ling Shao 001 (ICCV, 2019)

Hierarchical Adversarial Network for Human Pose Estimation. - Ibrahim Radwan; Nour Moustafa; Byron W. Keating; Kim-Kwang Raymond Choo; Roland Goecke (IEEE Access, 2019)

An investigation of linguistic stress and articulatory vowel characteristics for automatic depression classification. - Brian Stasak; Julien Epps; Roland Goecke (Comput. Speech Lang., 2019)

Evaluating and Validating Emotion Elicitation Using English and Arabic Movie Clips on a Saudi Sample. - Sharifa Alghowinem; Roland Goecke; Michael Wagner 004; Areej Al-Wabil (Sensors, 2019)

Automatic depression classification based on affective read sentences: Opportunities for text-dependent analysis. - Brian Stasak; Julien Epps; Roland Goecke (Speech Commun., 2019)

Feature Map Augmentation to Improve Rotation Invariance in Convolutional Neural Networks. - Dinesh Kumar; Dharmendra Sharma 001; Roland Goecke (ACIVS, 2020)

Towards the Design of a Human-Inspired Gripper for Textile Manipulation. - David Hinwood; Damith C. Herath; Roland Goecke (CASE, 2020)

Investigating LSTM for Micro-Expression Recognition. - Mengjiong Bai; Roland Goecke (ICMI Companion, 2020)

EmotiW 2020: Driver Gaze, Group Emotion, Student Engagement and Physiological Signal based Challenges. - Abhinav Dhall; Garima Sharma; Roland Goecke; Tom Gedeon (ICMI, 2020)

CNN Depression Severity Level Estimation from Upper Body vs. Face-Only Images. - Dua'a Ahmad; Roland Goecke; James Ireland (ICPR Workshops (6), 2020)

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 (MLMI@MICCAI, 2020)

Characterizing Hirability via Personality and Behavior. - Harshit Malik; Hersh Dhillon; Roland Goecke; Ramanathan Subramanian (CoRR, 2020)

Micro-Expression Recognition Based On Video Motion Magnification And Pre-Trained Neural Network. - Mengjiong Bai; Roland Goecke; Damith C. Herath (ICIP, 2021)

Deeply Supervised Discriminative Learning for Adversarial Defense. - Aamir Mustafa; Salman H. Khan 001; Munawar Hayat; Roland Goecke; Jianbing Shen; Ling Shao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

A Multidimensional Approach to Develop Sway Index Using Gaussian Mixture Model: A Way of Postural Sway Measurement and Analysis in Different Age Groups. - Maryam Ghahramani; Hafsa Ismail; Roland Goecke (IEEE Trans. Instrum. Meas., 2021)

To Improve Is to Change: Towards Improving Mood Prediction by Learning Changes in Emotion. - Soujanya Narayana; Ramanathan Subramanian; Ibrahim Radwan; Roland Goecke (ICMI Companion, 2022)

Automated Parkinson's Disease Detection and Affective Analysis from Emotional EEG Signals. - Ravikiran Parameshwara; Soujanya Narayana; Murugappan Murugappan; Ramanathan Subramanian; Ibrahim Radwan; Roland Goecke (CoRR, 2022)

Affective Computational Advertising Based on Perceptual Metrics. - Soujanya Narayana; Shweta Jain 002; Harish Katti; Roland Goecke; Ramanathan Subramanian (CoRR, 2022)

Analyzing Group-Level Emotion with Global Alignment Kernel based Approach. - Xiaohua Huang; Abhinav Dhall; Roland Goecke; Matti Pietikäinen; Guoying Zhao 001 (IEEE Trans. Affect. Comput., 2022)

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 (ACII, 2023)

Estimating Depression Severity from Long-Sequence Face Videos via an Ensemble Global Diverse Convolutional Model. - Ghazal Bargshady; Roland Goecke (DICTA, 2023)

"Where does it hurt?": Exploring EDA Signals to Detect and Localise Acute Pain. - Sumair Aziz; Muhammad Umar Khan; Niraj Hirachan; Girija Chetty; Roland Goecke; Raul Fernandez Rojas (EMBC, 2023)

Examining Subject-Dependent and Subject-Independent Human Affect Inference from Limited Video Data. - Ravikiran Parameshwara; Ibrahim Radwan; Ramanathan Subramanian; Roland Goecke (FG, 2023)

EmotiW 2023: Emotion Recognition in the Wild Challenge. - Abhinav Dhall; Monisha Singh; Roland Goecke; Tom Gedeon; Donghuo Zeng; Yanan Wang 002; Kazushi Ikeda (ICMI, 2023)

Explainable Depression Detection via Head Motion Patterns. - Monika Gahalawat; Raul Fernandez Rojas; Tanaya Guha; Ramanathan Subramanian; Roland Goecke (ICMI, 2023)

Examining the Influence of Personality and Multimodal Behavior on Hireability Impressions. - Harshit Malik; Hersh Dhillon; Ravikiran Parameshwara; Roland Goecke; Ramanathan Subramanian (ICVGIP, 2023)

Efficient Labelling of Affective Video Datasets via Few-Shot & Multi-Task Contrastive Learning. - Ravikiran Parameshwara; Ibrahim Radwan; Akshay Asthana; Iman Abbasnejad; Ramanathan Subramanian; Roland Goecke (ACM Multimedia, 2023)

An Investigation of Video Vision Transformers for Depression Severity Estimation from Facial Video Data. - Ghazal Bargshady; Roland Goecke (PSIVT, 2023)

A Systematic Review on Functional Near-Infrared Spectroscopy Concurrent With Quantitative Balance Assessment. - Yasaman Baradaran; Raul Fernandez Rojas; Roland Goecke; Maryam Ghahramani (IEEE Access, 2023)

Explainable Human-centered Traits from Head Motion and Facial Expression Dynamics. - Surbhi Madan; Monika Gahalawat; Tanaya Guha; Roland Goecke; Ramanathan Subramanian (CoRR, 2023)

Focus on Change: Mood Prediction by Learning Emotion Changes via Spatio-Temporal Attention. - Soujanya Narayana; Ramanathan Subramanian; Ibrahim Radwan; Roland Goecke (CoRR, 2023)

Synthesis of a six-bar mechanism for generating knee and ankle motion trajectories using deep generative neural network. - Akim Kapsalyamov; Shahid Hussain 003; Nicholas A. T. Brown; Roland Goecke; Munawar Hayat; Prashant Kumar Jamwal (Eng. Appl. Artif. Intell., 2023)

A systematic review of neurophysiological sensing for the assessment of acute pain. - Raul Fernandez Rojas; Nicholas Brown; Gordon Waddington; Roland Goecke (npj Digit. Medicine, 2023)

Interpretation of Depression Detection Models via Feature Selection Methods. - Sharifa Alghowinem; Tom Gedeon; Roland Goecke; Jeffrey F. Cohn; Gordon Parker (IEEE Trans. Affect. Comput., 2023)

Automated Assessment of Pain (AAP) and Multimodal Sensing Grand Challenge for Next-Gen Pain Assessment (AI4Pain). - Zakia Hammal; Steffen Walter 001; Nadia Berthouze; Raul Fernandez Rojas; Ben Seymour; Roland Goecke (ACII (Workshops and Demos), 2024)

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 (ACII (Workshops and Demos), 2024)

Acute Pain Recognition from Facial Expression Videos using Vision Transformers. - Ghazal Bargshady; Calvin Joseph; Niraj Hirachan; Roland Goecke; Raul Fernandez Rojas (EMBC, 2024)

An fNIRS Study on Standing Concurrent with Working Memory Task and Sensory Manipulation. - Yasaman Baradaran; Raul Fernandez Rojas; Maryam Sousani; Roland Goecke; Maryam Ghahramani (ISBI, 2024)

MRAC Track 1: 2nd Workshop on Multimodal, Generative and Responsible Affective Computing. - Shreya Ghosh 001; Zhixi Cai; Abhinav Dhall; Dimitrios Kollias; Roland Goecke; Tom Gedeon (MRAC@MM, 2024)

Can Expression Sensitivity Improve Macro- and Micro-Expression Spotting in Long Videos? - Mengjiong Bai; Roland Goecke (MRAC@MM, 2024)

Mood as a Contextual Cue for Improved Emotion Inference. - Soujanya Narayana; Ibrahim Radwan; Ramanathan Subramanian; Roland Goecke (CoRR, 2024)

Customized stiffness control strategy for a six-bar linkage-based gait rehabilitation robot. - Akim Kapsalyamov; Shahid Hussain 003; Roland Goecke; Nicholas A. T. Brown; Prashant Kumar Jamwal (Robotica, 2024)

Multilevel Pain Assessment with Functional Near-Infrared Spectroscopy: Evaluating ΔHBO2 and ΔHHB Measures for Comprehensive Analysis. - Muhammad Umar Khan; Maryam Sousani; Niraj Hirachan; Calvin Joseph; Maryam Ghahramani; Girija Chetty; Roland Goecke; Raul Fernandez Rojas (Sensors, 2024)

A two-stage architecture for identifying and locating the source of pain using novel multi-domain binary patterns of EDA. - Sumair Aziz; Calvin Joseph; Niraj Hirachan; Luke Murtagh; Girija Chetty; Roland Goecke; Raul Fernandez Rojas (Biomed. Signal Process. Control., 2025)

Multimodal brain-body analysis of prefrontal cortex activity and postural sway with sensory manipulation. - Yasaman Baradaran; Raul Fernandez Rojas; Roland Goecke; Maryam Ghahramani (Comput. Biol. Medicine, 2025)

Empirically Transformed Energy Patterns: A novel approach for capturing fNIRS signal dynamics in pain assessment. - Muhammad Umar Khan; Sumair Aziz; Luke Murtagh; Girija Chetty; Roland Goecke; Raul Fernandez Rojas (Comput. Biol. Medicine, 2025)

Deep Learning-Driven Analysis of a Six-Bar Mechanism for Personalized Gait Rehabilitation. - Naveed Ahmad Khan; Shahid Hussain 003; Wayne Spratford; Roland Goecke; Ketan Kotecha; Prashant Kumar Jamwal (J. Comput. Inf. Sci. Eng., 2025)

NMPC design for a self-aligning compliant gait rehabilitation robot. - Yinan Jin; Tanishka Goyal; Prashant Kumar Jamwal; Roland Goecke; Mergen H. Ghayesh; Shahid Hussain 003 (Robotics Auton. Syst., 2025)

Velocity control of a Stephenson III six-bar linkage-based gait rehabilitation robot using deep reinforcement learning. - Akim Kapsalyamov; Nicholas A. T. Brown; Roland Goecke; Prashant Kumar Jamwal; Shahid Hussain 003 (Neural Comput. Appl., 2025)

On the Validity of Head Motion Patterns as Generalisable Depression Biomarkers. - Monika Gahalawat; Maneesh Bilalpur; Raul Fernandez Rojas; Jeffrey F. Cohn; Roland Goecke; Ramanathan Subramanian (CoRR, 2025)

Inverse kinematics solution for a six-degree-of-freedom upper limb rehabilitation robot using deep learning models. - Muhammad Faizan Shah; Naveed Ahmad Khan; Prashant K. Jamwal; Girija Chetty; Roland Goecke; Shahid Hussain 003 (Neural Comput. Appl., 2025)