Roland Göcke
Orcid: 0000-0003-2279-7041Affiliations:
- University of Canberra, Australia
- Australian National University, Canberra, Australia (former)
According to our database1,
Roland Göcke
authored at least 167 papers
between 1999 and 2025.
Collaborative distances:
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on dl.acm.org
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Bibliography
2025
Deep Learning-Driven Analysis of a Six-Bar Mechanism for Personalized Gait Rehabilitation.
J. Comput. Inf. Sci. Eng., 2025
2024
Multilevel Pain Assessment with Functional Near-Infrared Spectroscopy: Evaluating ΔHBO2 and ΔHHB Measures for Comprehensive Analysis.
Sensors, January, 2024
Can Expression Sensitivity Improve Macro- and Micro-Expression Spotting in Long Videos?
Proceedings of the 2nd International Workshop on Multimodal and Responsible Affective Computing, 2024
MRAC Track 1: 2nd Workshop on Multimodal, Generative and Responsible Affective Computing.
Proceedings of the 2nd International Workshop on Multimodal and Responsible Affective Computing, 2024
An fNIRS Study on Standing Concurrent with Working Memory Task and Sensory Manipulation.
Proceedings of the IEEE International Symposium on Biomedical Imaging, 2024
2023
IEEE Trans. Affect. Comput., 2023
npj Digit. Medicine, 2023
Synthesis of a six-bar mechanism for generating knee and ankle motion trajectories using deep generative neural network.
Eng. Appl. Artif. Intell., 2023
Focus on Change: Mood Prediction by Learning Emotion Changes via Spatio-Temporal Attention.
CoRR, 2023
CoRR, 2023
A Systematic Review on Functional Near-Infrared Spectroscopy Concurrent With Quantitative Balance Assessment.
IEEE Access, 2023
An Investigation of Video Vision Transformers for Depression Severity Estimation from Facial Video Data.
Proceedings of the Image and Video Technology - 11th Pacific-Rim Symposium, 2023
Efficient Labelling of Affective Video Datasets via Few-Shot & Multi-Task Contrastive Learning.
Proceedings of the 31st ACM International Conference on Multimedia, 2023
Examining the Influence of Personality and Multimodal Behavior on Hireability Impressions.
Proceedings of the Fourteenth Indian Conference on Computer Vision, 2023
Proceedings of the 25th International Conference on Multimodal Interaction, 2023
Proceedings of the 25th International Conference on Multimodal Interaction, 2023
Examining Subject-Dependent and Subject-Independent Human Affect Inference from Limited Video Data.
Proceedings of the 17th IEEE International Conference on Automatic Face and Gesture Recognition, 2023
Proceedings of the 45th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2023
Estimating Depression Severity from Long-Sequence Face Videos via an Ensemble Global Diverse Convolutional Model.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2023
A Weakly Supervised Approach to Emotion-change Prediction and Improved Mood Inference.
Proceedings of the 11th International Conference on Affective Computing and Intelligent Interaction, 2023
2022
IEEE Trans. Affect. Comput., 2022
Automated Parkinson's Disease Detection and Affective Analysis from Emotional EEG Signals.
CoRR, 2022
To Improve Is to Change: Towards Improving Mood Prediction by Learning Changes in Emotion.
Proceedings of the International Conference on Multimodal Interaction, 2022
2021
A Multidimensional Approach to Develop Sway Index Using Gaussian Mixture Model: A Way of Postural Sway Measurement and Analysis in Different Age Groups.
IEEE Trans. Instrum. Meas., 2021
IEEE Trans. Pattern Anal. Mach. Intell., 2021
Micro-Expression Recognition Based On Video Motion Magnification And Pre-Trained Neural Network.
Proceedings of the 2021 IEEE International Conference on Image Processing, 2021
2020
Automatic Segmentation of Achilles Tendon Tissues Using Deep Convolutional Neural Network.
Proceedings of the Machine Learning in Medical Imaging - 11th International Workshop, 2020
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020
EmotiW 2020: Driver Gaze, Group Emotion, Student Engagement and Physiological Signal based Challenges.
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020
Proceedings of the Companion Publication of the 2020 International Conference on Multimodal Interaction, 2020
Proceedings of the 16th IEEE International Conference on Automation Science and Engineering, 2020
Feature Map Augmentation to Improve Rotation Invariance in Convolutional Neural Networks.
Proceedings of the Advanced Concepts for Intelligent Vision Systems, 2020
2019
Automatic depression classification based on affective read sentences: Opportunities for text-dependent analysis.
Speech Commun., 2019
Evaluating and Validating Emotion Elicitation Using English and Arabic Movie Clips on a Saudi Sample.
Sensors, 2019
An investigation of linguistic stress and articulatory vowel characteristics for automatic depression classification.
Comput. Speech Lang., 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019
Automated Measurement of Head Movement Synchrony during Dyadic Depression Severity Interviews.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019
2018
IEEE Trans. Multim., 2018
IEEE Trans. Circuits Syst. Video Technol., 2018
Multimodal Depression Detection: Fusion Analysis of Paralinguistic, Head Pose and Eye Gaze Behaviors.
IEEE Trans. Affect. Comput., 2018
A Global Alignment Kernel based Approach for Group-level Happiness Intensity Estimation.
CoRR, 2018
Proceedings of the 2018 on International Conference on Multimodal Interaction, 2018
Proceedings of the Handbook of Multimodal-Multisensor Interfaces: Foundations, User Modeling, and Common Modality Combinations, 2018
2017
Investigating Word Affect Features and Fusion of Probabilistic Predictions Incorporating Uncertainty in AVEC 2017.
Proceedings of the 7th Annual Workshop on Audio/Visual Emotion Challenge, Mountain View, CA, USA, October 23, 2017
Elicitation Design for Acoustic Depression Classification: An Investigation of Articulation Effort, Linguistic Complexity, and Word Affect.
Proceedings of the 18th Annual Conference of the International Speech Communication Association, 2017
Proceedings of the 19th ACM International Conference on Multimodal Interaction, 2017
Proceedings of the 19th ACM International Conference on Multimodal Interaction, 2017
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017
Proceedings of the 12th IEEE International Conference on Automatic Face & Gesture Recognition, 2017
Joint Registration and Representation Learning for Unconstrained Face Identification.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the Seventh International Conference on Affective Computing and Intelligent Interaction, 2017
2016
IET Comput. Vis., 2016
Comput. Vis. Image Underst., 2016
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016
Proceedings of the 17th Annual Conference of the International Speech Communication Association, 2016
Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016
Proceedings of the 18th ACM International Conference on Multimodal Interaction, 2016
Proceedings of the Computer Vision - ECCV 2016, 2016
2015
Image Vis. Comput., 2015
CoRR, 2015
Proceedings of the 5th International Workshop on Audio/Visual Emotion Challenge, 2015
Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09, 2015
Proceedings of the 2015 IEEE International Conference on Image Processing, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision Workshop, 2015
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015
Proceedings of the 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2015
Riesz-based Volume Local Binary Pattern and A Novel Group Expression Model for Group Happiness Intensity Analysis.
Proceedings of the British Machine Vision Conference 2015, 2015
Proceedings of the 2015 International Conference on Affective Computing and Intelligent Interaction, 2015
2014
EURASIP J. Image Video Process., 2014
A discriminative parts based model approach for fiducial points free and shape constrained head pose normalisation in the wild.
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2014
Automatic Prediction of Perceived Traits Using Visual Cues under Varied Situational Context.
Proceedings of the 22nd International Conference on Pattern Recognition, 2014
Proceedings of the 16th International Conference on Multimodal Interaction, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the 2014 IEEE International Conference on Image Processing, 2014
Proceedings of the Human-Computer Interaction. Advanced Interaction Modalities and Techniques, 2014
The Influence of Temporal Information on Human Action Recognition with Large Number of Classes.
Proceedings of the 2014 International Conference on Digital Image Computing: Techniques and Applications, 2014
Discriminative Multi-Task Sparse Learning for Robust Visual Tracking Using Conditional Random Field.
Proceedings of the 2014 International Conference on Digital Image Computing: Techniques and Applications, 2014
Proceedings of the 2014 International Conference on Digital Image Computing: Techniques and Applications, 2014
Enhanced Laplacian Group Sparse Learning with Lifespan Outlier Rejection for Visual Tracking.
Proceedings of the Computer Vision - ACCV 2014, 2014
2013
J. Multimodal User Interfaces, 2013
Proceedings of the 3rd ACM international workshop on Audio/visual emotion challenge, 2013
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, 2013
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013
Proceedings of the 14th Annual Conference of the International Speech Communication Association, 2013
Proceedings of the Neural Information Processing - 20th International Conference, 2013
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013
Proceedings of the IEEE International Conference on Image Processing, 2013
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013
Proceedings of the IEEE International Conference on Computer Vision, 2013
A comparative study of different classifiers for detecting depression from spontaneous speech.
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the IEEE International Conference on Acoustics, 2013
Proceedings of the 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, 2013
Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013
Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications, 2013
Voice source waveforms for utterance level speaker identification using support vector machines.
Proceedings of the 8th International Conference on Information Technology in Asia, 2013
AusTalk - The Australian speech database: Design framework, recording experience and localisation.
Proceedings of the 8th International Conference on Information Technology in Asia, 2013
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013
Proceedings of the 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, 2013
2012
IEEE Trans. Vis. Comput. Graph., 2012
IEEE Multim., 2012
Multi-view Multi-modal Gait Based Human Identity Recognition from Surveillance Videos.
Proceedings of the Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the 21st International Conference on Pattern Recognition, 2012
Proceedings of the Neural Information Processing - 19th International Conference, 2012
Regression Based Pose Estimation with Automatic Occlusion Detection and Rectification.
Proceedings of the 2012 IEEE International Conference on Multimedia and Expo, 2012
Proceedings of the Twenty-Fifth International Florida Artificial Intelligence Research Society Conference, 2012
Proceedings of the Computer Vision, 2012
2011
Pattern Recognit., 2011
Proceedings of the 12th Annual Conference of the International Speech Communication Association, 2011
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, 2011
Static facial expression analysis in tough conditions: Data, evaluation protocol and benchmark.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011
Proceedings of the British Machine Vision Conference, 2011
2010
Illumination and Expression Invariant Recognition Using SSIM Based Sparse Representation.
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the Neural Information Processing. Models and Applications, 2010
2009
Automatic frontal face annotation and AAM building for arbitrary expressions from a single frontal image only.
Proceedings of the International Conference on Image Processing, 2009
Proceedings of the DICTA 2009, 2009
Learning based automatic face annotation for arbitrary poses and expressions from frontal images only.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
Proceedings of the British Machine Vision Conference, 2009
Proceedings of the Auditory-Visual Speech Processing, 2009
Proceedings of the Auditory-Visual Speech Processing, 2009
Proceedings of the Affective Computing and Intelligent Interaction, 2009
Proceedings of the Affective Computing and Intelligent Interaction, 2009
2008
Proceedings of the Affect and Emotion in Human-Computer Interaction, 2008
Proceedings of the 9th Annual Conference of the International Speech Communication Association, 2008
Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
Proceedings of the International Conference on Auditory-Visual Speech Processing 2008, 2008
2007
Automatic Parametrisation for an Image Completion Method Based on Markov Random Fields.
Proceedings of the International Conference on Image Processing, 2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
EREC-II in Use - Studies on Usability and Suitability of a Sensor System for Affect Detection and Human Performance Monitoring.
Proceedings of the Human-Computer Interaction. HCI Intelligent Multimodal Interaction Environments, 2007
Proceedings of the Human-Computer Interaction. HCI Intelligent Multimodal Interaction Environments, 2007
Quaternion Potential Functions for a Colour Image Completion Method Using Markov Random Fields.
Proceedings of the International Conference on Digital Image Computing: Techniques and Applications, 2007
Proceedings of the 2007 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2007), 2007
2006
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2006
2005
Proceedings of the Eighth International Symposium on Signal Processing and Its Applications, 2005
3d lip tracking and co-inertia analysis for improved robustness of audio-video automatic speech recognition.
Proceedings of the Auditory-Visual Speech Processing 2005, 2005
2004
Proceedings of the 8th International Conference on Spoken Language Processing, 2004
Proceedings of the 8th International Conference on Spoken Language Processing, 2004
Proceedings of the Affective Dialogue Systems, Tutorial and Research Workshop, 2004
2003
Statistical analysis of the relationship between audio and video speech parameters for Australian English.
Proceedings of the AVSP 2003, 2003
2002
Proceedings of the IEEE International Conference on Acoustics, 2002
2001
Proceedings of the Auditory-Visual Speech Processing, 2001
1999
Fast voxel-based 2D/3D registration algorithm using a volume rendering method based on the shear-warp factorization.
Proceedings of the Medical Imaging 1999: Image Processing, 1999