Roland Goecke

ORCID

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 66

Top Venues

CoRR

ICMI

ICIP

Publications

Muhammad Umar Khan, Maryam Sousani, Niraj Hirachan, Calvin Joseph, Maryam Ghahramani, Girija Chetty, Roland Goecke, Raul Fernandez Rojas
Multilevel Pain Assessment with Functional Near-Infrared Spectroscopy: Evaluating ΔHBO2 and ΔHHB Measures for Comprehensive Analysis. Sensors 24 (2) (2024)
Soujanya Narayana, Ibrahim Radwan, Ramanathan Subramanian, Roland Goecke
Mood as a Contextual Cue for Improved Emotion Inference. CoRR (2024)
Ghazal Bargshady, Roland Goecke
An Investigation of Video Vision Transformers for Depression Severity Estimation from Facial Video Data. PSIVT (2023)
Akim Kapsalyamov, Shahid Hussain, Nicholas A. T. Brown, Roland Goecke, Munawar Hayat, Prashant Kumar Jamwal
Synthesis of a six-bar mechanism for generating knee and ankle motion trajectories using deep generative neural network. Eng. Appl. Artif. Intell. 117 (Part) (2023)
Sumair Aziz, Muhammad Umar Khan, Niraj Hirachan, Girija Chetty, Roland Goecke, Raul Fernandez Rojas
"Where does it hurt?": Exploring EDA Signals to Detect and Localise Acute Pain. EMBC (2023)
Soujanya Narayana, Ibrahim Radwan, Ravikiran Parameshwara, Iman Abbasnejad, Akshay Asthana, Ramanathan Subramanian, Roland Goecke
A Weakly Supervised Approach to Emotion-change Prediction and Improved Mood Inference. ACII (2023)
Yasaman Baradaran, Raul Fernandez Rojas, Roland Goecke, Maryam Ghahramani
A Systematic Review on Functional Near-Infrared Spectroscopy Concurrent With Quantitative Balance Assessment. IEEE Access 11 (2023)
Harshit Malik, Hersh Dhillon, Ravikiran Parameshwara, Roland Goecke, Ramanathan Subramanian
Examining the Influence of Personality and Multimodal Behavior on Hireability Impressions. ICVGIP (2023)
Monika Gahalawat, Raul Fernandez Rojas, Tanaya Guha, Ramanathan Subramanian, Roland Goecke
Explainable Depression Detection via Head Motion Patterns. ICMI (2023)
Surbhi Madan, Monika Gahalawat, Tanaya Guha, Roland Goecke, Ramanathan Subramanian
Explainable Human-centered Traits from Head Motion and Facial Expression Dynamics. CoRR (2023)
Monika Gahalawat, Raul Fernandez Rojas, Tanaya Guha, Ramanathan Subramanian, Roland Goecke
Explainable Depression Detection via Head Motion Patterns. CoRR (2023)
Sharifa Alghowinem, Tom Gedeon, Roland Goecke, Jeffrey F. Cohn, Gordon Parker
Interpretation of Depression Detection Models via Feature Selection Methods. IEEE Trans. Affect. Comput. 14 (1) (2023)
Soujanya Narayana, Ibrahim Radwan, Ravikiran Parameshwara, Iman Abbasnejad, Akshay Asthana, Ramanathan Subramanian, Roland Goecke
A Weakly Supervised Approach to Emotion-change Prediction and Improved Mood Inference. CoRR (2023)
Ghazal Bargshady, Roland Goecke
Estimating Depression Severity from Long-Sequence Face Videos via an Ensemble Global Diverse Convolutional Model. DICTA (2023)
Abhinav Dhall, Monisha Singh, Roland Goecke, Tom Gedeon, Donghuo Zeng, Yanan Wang, Kazushi Ikeda
EmotiW 2023: Emotion Recognition in the Wild Challenge. ICMI (2023)
Raul Fernandez Rojas, Nicholas Brown, Gordon Waddington, Roland Goecke
A systematic review of neurophysiological sensing for the assessment of acute pain. npj Digit. Medicine 6 (2023)
Ravikiran Parameshwara, Ibrahim Radwan, Akshay Asthana, Iman Abbasnejad, Ramanathan Subramanian, Roland Goecke
Efficient Labelling of Affective Video Datasets via Few-Shot & Multi-Task Contrastive Learning. ACM Multimedia (2023)
Ravikiran Parameshwara, Ibrahim Radwan, Akshay Asthana, Iman Abbasnejad, Ramanathan Subramanian, Roland Goecke
Efficient Labelling of Affective Video Datasets via Few-Shot & Multi-Task Contrastive Learning. CoRR (2023)
Ravikiran Parameshwara, Ibrahim Radwan, Ramanathan Subramanian, Roland Goecke
Examining Subject-Dependent and Subject-Independent Human Affect Inference from Limited Video Data. FG (2023)
Soujanya Narayana, Ramanathan Subramanian, Ibrahim Radwan, Roland Goecke
Focus on Change: Mood Prediction by Learning Emotion Changes via Spatio-Temporal Attention. CoRR (2023)
Ravikiran Parameshwara, Soujanya Narayana, Murugappan Murugappan, Ramanathan Subramanian, Ibrahim Radwan, Roland Goecke
Automated Parkinson's Disease Detection and Affective Analysis from Emotional EEG Signals. CoRR (2022)
Soujanya Narayana, Ramanathan Subramanian, Ibrahim Radwan, Roland Goecke
To Improve Is to Change: Towards Improving Mood Prediction by Learning Changes in Emotion. CoRR (2022)
Soujanya Narayana, Ramanathan Subramanian, Ibrahim Radwan, Roland Goecke
To Improve Is to Change: Towards Improving Mood Prediction by Learning Changes in Emotion. ICMI Companion (2022)
Xiaohua Huang, Abhinav Dhall, Roland Goecke, Matti Pietikäinen, Guoying Zhao
Analyzing Group-Level Emotion with Global Alignment Kernel based Approach. IEEE Trans. Affect. Comput. 13 (2) (2022)
Soujanya Narayana, Shweta Jain, Harish Katti, Roland Goecke, Ramanathan Subramanian
Affective Computational Advertising Based on Perceptual Metrics. CoRR (2022)
Maryam Ghahramani, Hafsa Ismail, Roland 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 Trans. Instrum. Meas. 70 (2021)
Aamir Mustafa, Salman H. Khan, Munawar Hayat, Roland Goecke, Jianbing Shen, Ling Shao
Deeply Supervised Discriminative Learning for Adversarial Defense. IEEE Trans. Pattern Anal. Mach. Intell. 43 (9) (2021)
Mengjiong Bai, Roland Goecke, Damith C. Herath
Micro-Expression Recognition Based On Video Motion Magnification And Pre-Trained Neural Network. ICIP (2021)
Dua'a Ahmad, Roland Goecke, James Ireland
CNN Depression Severity Level Estimation from Upper Body vs. Face-Only Images. ICPR Workshops (6) (2020)
Mengjiong Bai, Roland Goecke
Investigating LSTM for Micro-Expression Recognition. ICMI Companion (2020)
David Hinwood, Damith C. Herath, Roland Goecke
Towards the Design of a Human-Inspired Gripper for Textile Manipulation. CASE (2020)
Tariq Alzyadat, Stephan Praet, Girija Chetty, Roland Goecke, David Hughes, Dinesh Kumar, Marijke Welvaert, Nicole Vlahovich, Gordon Waddington
Automatic Segmentation of Achilles Tendon Tissues Using Deep Convolutional Neural Network. MLMI@MICCAI (2020)
Abhinav Dhall, Garima Sharma, Roland Goecke, Tom Gedeon
EmotiW 2020: Driver Gaze, Group Emotion, Student Engagement and Physiological Signal based Challenges. ICMI (2020)
Dinesh Kumar, Dharmendra Sharma, Roland Goecke
Feature Map Augmentation to Improve Rotation Invariance in Convolutional Neural Networks. ACIVS (2020)
Harshit Malik, Hersh Dhillon, Roland Goecke, Ramanathan Subramanian
Characterizing Hirability via Personality and Behavior. CoRR (2020)
Ibrahim Radwan, Nour Moustafa, Byron W. Keating, Kim-Kwang Raymond Choo, Roland Goecke
Hierarchical Adversarial Network for Human Pose Estimation. IEEE Access 7 (2019)
Sharifa Alghowinem, Roland Goecke, Michael Wagner, Areej Al-Wabil
Evaluating and Validating Emotion Elicitation Using English and Arabic Movie Clips on a Saudi Sample. Sensors 19 (10) (2019)
Brian Stasak, Julien Epps, Roland Goecke
Automatic depression classification based on affective read sentences: Opportunities for text-dependent analysis. Speech Commun. 115 (2019)
Ibrahim Radwan, Akshay Asthana, Hafsa Ismail, Byron W. Keating, Roland Goecke
Estimation of Missing Human Body Parts Via Bidirectional LSTM. FG (2019)
Aamir Mustafa, Salman H. Khan, Munawar Hayat, Roland Goecke, Jianbing Shen, Ling Shao
Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks. ICCV (2019)
Shalini Bhatia, Roland Goecke, Zakia Hammal, Jeffrey F. Cohn
Automated Measurement of Head Movement Synchrony during Dyadic Depression Severity Interviews. FG (2019)
Hafsa Ismail, Ibrahim Radwan, Hanna Suominen, Gordon Waddington, Roland Goecke
Sway Risk Analysis Based on Age Group Classification. EMBC (2019)
Brian Stasak, Julien Epps, Roland Goecke
An investigation of linguistic stress and articulatory vowel characteristics for automatic depression classification. Comput. Speech Lang. 53 (2019)
Aamir Mustafa, Salman H. Khan, Munawar Hayat, Roland Goecke, Jianbing Shen, Ling Shao
Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks. CoRR (2019)
Hafsa Ismail, Ibrahim Radwan, Hanna Suominen, Roland Goecke
Gait Estimation and Analysis from Noisy Observations. EMBC (2019)
Sharifa Alghowinem, Roland Goecke, Michael Wagner, Julien Epps, Matthew Hyett, Gordon Parker, Michael Breakspear
Multimodal Depression Detection: Fusion Analysis of Paralinguistic, Head Pose and Eye Gaze Behaviors. IEEE Trans. Affect. Comput. 9 (4) (2018)
Abhinav Dhall, Amanjot Kaur, Roland Goecke, Tom Gedeon
EmotiW 2018: Audio-Video, Student Engagement and Group-Level Affect Prediction. ICMI (2018)
Xiaohua Huang, Abhinav Dhall, Roland Goecke, Matti Pietikäinen, Guoying Zhao
A Global Alignment Kernel based Approach for Group-level Happiness Intensity Estimation. CoRR (2018)
Xiaohua Huang, Abhinav Dhall, Roland Goecke, Matti Pietikäinen, Guoying Zhao
Multimodal Framework for Analyzing the Affect of a Group of People. IEEE Trans. Multim. 20 (10) (2018)
Behzad Bozorgtabar, Roland Goecke
MSMCT: Multi-State Multi-Camera Tracker. IEEE Trans. Circuits Syst. Video Technol. 28 (12) (2018)
Abhinav Dhall, Amanjot Kaur, Roland Goecke, Tom Gedeon
EmotiW 2018: Audio-Video, Student Engagement and Group-Level Affect Prediction. CoRR (2018)
Munawar Hayat, Salman H. Khan, Naoufel Werghi, Roland Goecke
Joint Registration and Representation Learning for Unconstrained Face Identification. CVPR (2017)
Shalini Bhatia, Munawar Hayat, Michael Breakspear, Gordon Parker, Roland Goecke
A Video-Based Facial Behaviour Analysis Approach to Melancholia. FG (2017)
Ting Dang, Brian Stasak, Zhaocheng Huang, Sadari Jayawardena, Mia Atcheson, Munawar Hayat, Phu Ngoc Le, Vidhyasaharan Sethu, Roland Goecke, Julien Epps
Investigating Word Affect Features and Fusion of Probabilistic Predictions Incorporating Uncertainty in AVEC 2017. AVEC@ACM Multimedia (2017)
Abhinav Dhall, Roland Goecke, Shreya Ghosh, Jyoti Joshi, Jesse Hoey, Tom Gedeon
From individual to group-level emotion recognition: EmotiW 5.0. ICMI (2017)
Shalini Bhatia, Munawar Hayat, Roland Goecke
A multimodal system to characterise melancholia: cascaded bag of words approach. ICMI (2017)
Aamir Mustafa, Shalini Bhatia, Munawar Hayat, Roland Goecke
Heart rate estimation from facial videos for depression analysis. ACII (2017)
Hafsa Ismail, Ibrahim Radwan, Hanna Suominen, Gordon Waddington, Roland Goecke
Human Postural Sway Estimation from Noisy Observations. FG (2017)
Brian Stasak, Julien Epps, Roland Goecke
Elicitation Design for Acoustic Depression Classification: An Investigation of Articulation Effort, Linguistic Complexity, and Word Affect. INTERSPEECH (2017)
Abhinav Dhall, Roland Goecke, Tom Gedeon, Nicu Sebe
Emotion recognition in the wild. J. Multimodal User Interfaces 10 (2) (2016)
Shyam Sundar Rajagopalan, Louis-Philippe Morency, Tadas Baltrusaitis, Roland Goecke
Extending Long Short-Term Memory for Multi-View Structured Learning. ECCV (7) (2016)
Xiaohua Huang, Abhinav Dhall, Xin Liu, Guoying Zhao, Jingang Shi, Roland Goecke, Matti Pietikäinen
Analyzing the Affect of a Group of People Using Multi-modal Framework. CoRR (2016)
Brian Stasak, Julien Epps, Nicholas Cummins, Roland Goecke
An Investigation of Emotional Speech in Depression Classification. INTERSPEECH (2016)
Abhinav Dhall, Roland Goecke, Jyoti Joshi, Tom Gedeon
Emotion recognition in the wild challenge 2016. ICMI (2016)
Venkata Ramana Murthy Oruganti, Roland Goecke
Dimensionality reduction of Fisher vectors for human action recognition. IET Comput. Vis. 10 (5) (2016)
Sharifa Alghowinem, Roland Goecke, Julien Epps, Michael Wagner, Jeffrey F. Cohn
Cross-Cultural Depression Recognition from Vocal Biomarkers. INTERSPEECH (2016)
Abhinav Dhall, Roland Goecke
A temporally piece-wise fisher vector approach for depression analysis. ACII (2015)
Sharifa Alghowinem, Roland Goecke, Jeffrey F. Cohn, Michael Wagner, Gordon Parker, Michael Breakspear
Cross-cultural detection of depression from nonverbal behaviour. FG (2015)
Abhinav Dhall, Jyoti Joshi, Karan Sikka, Roland Goecke, Nicu Sebe
The more the merrier: Analysing the affect of a group of people in images. FG (2015)
Shyam Sundar Rajagopalan, O. V. Ramana Murthy, Roland Goecke, Agata Rozga
Play with me - Measuring a child's engagement in a social interaction. FG (2015)
Xiaohua Huang, Abhinav Dhall, Guoying Zhao, Roland Goecke, Matti Pietikäinen
Riesz-based Volume Local Binary Pattern and A Novel Group Expression Model for Group Happiness Intensity Analysis. BMVC (2015)
O. V. Ramana Murthy, Roland Goecke
Ordered trajectories for human action recognition with large number of classes. Image Vis. Comput. 42 (2015)
O. V. Ramana Murthy, Roland Goecke
Harnessing the Deep Net Object Models for Enhancing Human Action Recognition. CoRR (2015)
O. V. Ramana Murthy, Roland Goecke
Injury Mechanism Classification in Soccer Videos. ICCV Workshops (2015)
Abhinav Dhall, Roland Goecke, Tom Gedeon
Automatic Group Happiness Intensity Analysis. IEEE Trans. Affect. Comput. 6 (1) (2015)
Abhinav Dhall, O. V. Ramana Murthy, Roland Goecke, Jyoti Joshi, Tom Gedeon
Video and Image based Emotion Recognition Challenges in the Wild: EmotiW 2015. ICMI (2015)
Behzad Bozorgtabar, Roland Goecke
Multi-level action detection via learning latent structure. ICIP (2015)
Ibrahim Radwan, Abhinav Dhall, Roland Goecke
Occlusion-Aware Human Pose Estimation with Mixtures of Sub-Trees. CoRR (2015)
Behzad Bozorgtabar, Roland Goecke
Robust Visual Tracking via Rank-Constrained Sparse Learning. DICTA (2014)
Behzad Bozorgtabar, Roland Goecke
Joint sparsity-based robust visual tracking. ICIP (2014)
Nandita Sharma, Abhinav Dhall, Tom Gedeon, Roland Goecke
Thermal spatio-temporal data for stress recognition. EURASIP J. Image Video Process. 2014 (2014)
Abhinav Dhall, Karan Sikka, Gwen Littlewort, Roland Goecke, Marian Stewart Bartlett
A discriminative parts based model approach for fiducial points free and shape constrained head pose normalisation in the wild. WACV (2014)
Behzad Bozorgtabar, Roland Goecke
Enhanced Laplacian Group Sparse Learning with Lifespan Outlier Rejection for Visual Tracking. ACCV (5) (2014)
Abhinav Dhall, Roland Goecke, Jyoti Joshi, Karan Sikka, Tom Gedeon
Emotion Recognition In The Wild Challenge 2014: Baseline, Data and Protocol. ICMI (2014)
O. V. Ramana Murthy, Ibrahim Radwan, Roland Goecke
Dense body part trajectories for human action recognition. ICIP (2014)
Behzad Bozorgtabar, Roland Goecke
Discriminative Multi-Task Sparse Learning for Robust Visual Tracking Using Conditional Random Field. DICTA (2014)
Jyoti Joshi, Hatice Gunes, Roland Goecke
Automatic Prediction of Perceived Traits Using Visual Cues under Varied Situational Context. ICPR (2014)
Shyam Sundar Rajagopalan, Roland Goecke
Detecting self-stimulatory behaviours for autism diagnosis. ICIP (2014)
Sharifa Alghowinem, Sarah Alghuwinem, Majdah Alshehri, Areej Al-Wabil, Roland Goecke, Michael Wagner
Design of an Emotion Elicitation Framework for Arabic Speakers. HCI (2) (2014)
Abhinav Dhall, Karan Sikka, Gwen Littlewort, Roland Goecke, Marian Stewart Bartlett
A discriminative parts based model approach for fiducial points free and shape constrained head pose normalisation in the wild. WACV (2014)
O. V. Ramana Murthy, Roland Goecke
The Influence of Temporal Information on Human Action Recognition with Large Number of Classes. DICTA (2014)
Behzad Bozorgtabar, Roland Goecke
Adaptive Multiple Component Metric Learning for Robust Visual Tracking. ICONIP (3) (2013)
Shyam Sundar Rajagopalan, Abhinav Dhall, Roland Goecke
Self-Stimulatory Behaviours in the Wild for Autism Diagnosis. ICCV Workshops (2013)
David Vandyke, Michael Wagner, Roland Goecke
R-norm: improving inter-speaker variability modelling at the score level via regression score normalisation. INTERSPEECH (2013)
Nandita Sharma, Abhinav Dhall, Tom Gedeon, Roland Goecke
Modeling Stress Using Thermal Facial Patterns: A Spatio-temporal Approach. ACII (2013)
Sharifa Alghowinem, Roland Goecke, Michael Wagner, Julien Epps, Tom Gedeon, Michael Breakspear, Gordon Parker
A comparative study of different classifiers for detecting depression from spontaneous speech. ICASSP (2013)
Abhinav Dhall, Roland Goecke, Jyoti Joshi, Michael Wagner, Tom Gedeon
Emotion recognition in the wild challenge 2013. ICMI (2013)
Nicholas Cummins, Julien Epps, Vidhyasaharan Sethu, Michael Breakspear, Roland Goecke
Modeling spectral variability for the classification of depressed speech. INTERSPEECH (2013)
Sharifa Alghowinem, Roland Goecke, Michael Wagner, Julien Epps, Gordon Parker, Michael Breakspear
Characterising depressed speech for classification. INTERSPEECH (2013)
Abhinav Dhall, Roland Goecke, Jyoti Joshi, Michael Wagner, Tom Gedeon
Emotion recognition in the wild challenge (EmotiW) challenge and workshop summary. ICMI (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Roland Goecke