Select Publications

Book Chapters

Narayana S; Jain S; Katti H; Goecke R; Subramanian R, 2023, 'Affective computational advertising based on perceptual metrics', in Affective Computing in Healthcare: Applications based on biosignals and artificial intelligence, http://dx.doi.org/10.1088/978-0-7503-5182-9ch4

Epps J, 2018, 'Multimodal assessment of depression from behavioral signals', in The Handbook of Multimodal-Multisensor Interfaces, Volume 2 Signal Processing, Architectures, and Detection of Emotion and Cognition, Morgan & Claypool, http://dx.doi.org/10.1145/3107990.3108004

Chetty G; Wagner M; Goecke R, 2015, 'A Multilevel Fusion Approach for Audiovisual Emotion Recognition', in Emotion Recognition: A Pattern Analysis Approach, pp. 437 - 460, http://dx.doi.org/10.1002/9781118910566.ch17

Journal articles

Kapsalyamov A; Hussain S; Brown NAT; Goecke R; Jamwal PK, 2024, 'A Novel Underactuated Robotic Orthosis for Individualized Gait Rehabilitation', IEEE Transactions on Medical Robotics and Bionics, 6, pp. 213 - 223, http://dx.doi.org/10.1109/TMRB.2023.3328633

Khan MU; Sousani M; Hirachan N; Joseph C; Ghahramani M; Chetty G; Goecke R; Fernandez-Rojas R, 2024, 'Multilevel Pain Assessment with Functional Near-Infrared Spectroscopy: Evaluating ΔHBO2 and ΔHHB Measures for Comprehensive Analysis ', Sensors, 24, pp. 458, http://dx.doi.org/10.3390/s24020458

Fernandez Rojas R; Brown N; Waddington G; Goecke R, 2023, 'A systematic review of neurophysiological sensing for the assessment of acute pain', npj Digital Medicine, 6, pp. 76, http://dx.doi.org/10.1038/s41746-023-00810-1

Shah MF; Hussain S; Goecke R; Jamwal PK, 2023, 'Mechanism Design and Control of Shoulder Rehabilitation Robots: A Review', IEEE Transactions on Medical Robotics and Bionics, 5, pp. 780 - 792, http://dx.doi.org/10.1109/TMRB.2023.3310086

Aziz S; Khan MU; Hirachan N; Chetty G; Goecke R; Fernandez-Rojas R, 2023, '"Where does it hurt?": Exploring EDA Signals to Detect and Localise Acute Pain', Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 00, pp. 1 - 5, http://dx.doi.org/10.1109/EMBC40787.2023.10341157

Baradaran Y; Rojas RF; Goecke R; Ghahramani M; Fernandez Rojas R, 2023, 'A Systematic Review on Functional Near-Infrared Spectroscopy Concurrent With Quantitative Balance Assessment', IEEE Access, 11, pp. 66641 - 66671, http://dx.doi.org/10.1109/ACCESS.2023.3291804

Jin Y; Jamwal PK; Goecke R; Ghayesh MH; Hussain S, 2023, 'Design and analysis of a multi-DOF compliant gait rehabilitation robot', Mechanics Based Design of Structures and Machines, ahead-of-print, pp. 1 - 26, http://dx.doi.org/10.1080/15397734.2023.2215855

Alghowinem S; Gedeon T; Goecke R; Cohn JF; Parker G, 2023, 'Interpretation of Depression Detection Models via Feature Selection Methods', IEEE Transactions on Affective Computing, 14, pp. 133 - 152, http://dx.doi.org/10.1109/TAFFC.2020.3035535

Fernandez Rojas R; Hirachan N; Brown N; Waddington G; Murtagh L; Seymour B; Goecke R, 2023, 'Multimodal physiological sensing for the assessment of acute pain', Frontiers in Pain Research, 4, pp. 1150264, http://dx.doi.org/10.3389/fpain.2023.1150264

Kapsalyamov A; Hussain S; Brown NAT; Goecke R; Hayat M; Jamwal PK, 2023, 'Synthesis of a six-bar mechanism for generating knee and ankle motion trajectories using deep generative neural network', Engineering Applications of Artificial Intelligence, 117, pp. 105500, http://dx.doi.org/10.1016/j.engappai.2022.105500

Hussain F; Mohammadian M; Goecke R, 2023, 'Topology and material optimization of an underactuated robot for gait rehabilitation', Mechanics Based Design of Structures and Machines, ahead-of-print, pp. 1 - 18, http://dx.doi.org/10.1080/15397734.2023.2252492

Field B; Waddington G; McKune A; Goecke R; Gardner AJ, 2023, 'Validation of an instrumented mouthguard in rugby union—a pilot study comparing impact sensor technology to video analysis', Frontiers in Sports and Active Living, 5, pp. 1230202, http://dx.doi.org/10.3389/fspor.2023.1230202

O'Riordan M; Ma JS; Mazzer K; Batterham P; Kõlves K; Woodward A; Klein B; Larsen M; Goecke R; Gould M; Rickwood D, 2022, '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, 30, pp. e4535 - e4544, http://dx.doi.org/10.1111/hsc.13857

Huang X; Dhall A; Goecke R; Pietikainen M; Zhao G, 2022, 'Analyzing Group-Level Emotion with Global Alignment Kernel based Approach', IEEE Transactions on Affective Computing, 13, pp. 713 - 728, http://dx.doi.org/10.1109/TAFFC.2019.2953664

Hussain F; Goecke R; Mohammadian M, 2021, '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, pp. 1375 - 1385, http://dx.doi.org/10.1177/09544119211032010

Mustafa A; Khan SH; Hayat M; Goecke R; Shen J; Shao L, 2021, 'Deeply Supervised Discriminative Learning for Adversarial Defense', IEEE Transactions on Pattern Analysis and Machine Intelligence, 43, pp. 3154 - 3166, http://dx.doi.org/10.1109/TPAMI.2020.2978474

Ghahramani M; Ismail H; Goecke R, 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 Transactions on Instrumentation and Measurement, 70, pp. 1 - 11, http://dx.doi.org/10.1109/TIM.2021.3107012

Etxebarria N; Clark B; Ross ML; Hui T; Goecke R; Rattray B; Burke LM, 2021, 'Quinine ingestion during the latter stages of a 3,000-m time trial fails to improve cycling performance', International Journal of Sport Nutrition and Exercise Metabolism, 31, pp. 9 - 12, http://dx.doi.org/10.1123/IJSNEM.2020-0265

Stasak B; Epps J; Goecke R, 2019, 'Automatic depression classification based on affective read sentences: Opportunities for text-dependent analysis', Speech Communication, 115, pp. 1 - 14, http://dx.doi.org/10.1016/j.specom.2019.10.003

Alghowinem S; Goecke R; Wagner M; Alwabil A, 2019, 'Evaluating and validating emotion elicitation using english and arabic movie clips on a saudi sample', Sensors (Switzerland), 19, pp. 2218, http://dx.doi.org/10.3390/s19102218

Stasak B; Epps J; Goecke R, 2019, 'An investigation of linguistic stress and articulatory vowel characteristics for automatic depression classification', Computer Speech and Language, 53, pp. 140 - 155, http://dx.doi.org/10.1016/j.csl.2018.08.001

Radwan I; Moustafa N; Keating B; Choo KKR; Goecke R, 2019, 'Hierarchical Adversarial Network for Human Pose Estimation', IEEE Access, 7, pp. 103619 - 103628, http://dx.doi.org/10.1109/ACCESS.2019.2931050

Bozorgtabar B; Goecke R, 2018, 'MSMCT: Multi-State Multi-Camera Tracker', IEEE Transactions on Circuits and Systems for Video Technology, 28, pp. 3361 - 3376, http://dx.doi.org/10.1109/TCSVT.2017.2755038

Alghowinem S; Goecke R; Wagner M; Epps J; Hyett M; Parker G; Breakspear M, 2018, 'Multimodal Depression Detection: Fusion Analysis of Paralinguistic, Head Pose and Eye Gaze Behaviors', IEEE Transactions on Affective Computing, 9, pp. 478 - 490, http://dx.doi.org/10.1109/TAFFC.2016.2634527

Huang X; Dhall A; Goecke R; Pietikainen M; Zhao G, 2018, 'Multimodal Framework for Analyzing the Affect of a Group of People', IEEE Transactions on Multimedia, 20, pp. 2706 - 2721, http://dx.doi.org/10.1109/TMM.2018.2818015

Miles KH; Clark B; Périard JD; Goecke R; Thompson KG, 2018, 'Facial feature tracking: a psychophysiological measure to assess exercise intensity?', Journal of Sports Sciences, 36, pp. 934 - 941, http://dx.doi.org/10.1080/02640414.2017.1346275

Oruganti VRM; Goecke R, 2016, 'Dimensionality reduction of Fisher vectors for human action recognition', IET Computer Vision, 10, pp. 392 - 397, http://dx.doi.org/10.1049/IET-CVI.2015.0091

Dhall A; Goecke R; Gedeon T; Sebe N, 2016, 'Emotion recognition in the wild', Journal on Multimodal User Interfaces, 10, pp. 95 - 97, http://dx.doi.org/10.1007/s12193-016-0213-z

Bozorgtabar B; Goecke R, 2016, 'Efficient multi-target tracking via discovering dense subgraphs', Computer Vision and Image Understanding, 144, pp. 205 - 216, http://dx.doi.org/10.1016/j.cviu.2015.11.013

Ramana Murthy OV; Goecke R, 2015, 'Ordered trajectories for human action recognition with large number of classes', Image and Vision Computing, 42, pp. 22 - 34, http://dx.doi.org/10.1016/j.imavis.2015.06.009

Dhall A; Goecke R; Gedeon T, 2015, 'Automatic group happiness intensity analysis', IEEE Transactions on Affective Computing, 6, pp. 13 - 26, http://dx.doi.org/10.1109/TAFFC.2015.2397456

Sharma N; Dhall A; Gedeon T; Goecke R, 2014, 'Thermal spatio-temporal data for stress recognition', Eurasip Journal on Image and Video Processing, 2014, pp. 1 - 12, http://dx.doi.org/10.1186/1687-5281-2014-28

Alghowinem S; Alshehri M; Goecke R; Wagner M, 2014, 'Exploring eye activity as an indication of emotional states using an eye-tracking sensor', Studies in Computational Intelligence, 542, pp. 261 - 276, http://dx.doi.org/10.1007/978-3-319-04702-7_15

Joshi J; Goecke R; Alghowinem S; Dhall A; Wagner M; Epps J; Parker G; Breakspear M, 2013, 'Multimodal assistive technologies for depression diagnosis and monitoring', Journal on Multimodal User Interfaces, 7, pp. 217 - 228, http://dx.doi.org/10.1007/s12193-013-0123-2

Joshi J; Goecke R; Parker G; Breakspear M, 2013, 'Can body expressions contribute to automatic depression analysis?', 2013 10th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2013, http://dx.doi.org/10.1109/FG.2013.6553796

Alghowinem S; Goecke R; Wagner M; Epps J; Parker G; Breakspear M, 2013, 'Characterising depressed speech for classification', Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 2534 - 2538

Alghowinem S; Goecke R; Wagner M; Parker G; Breakspear M, 2013, 'Eye movement analysis for depression detection', 2013 IEEE International Conference on Image Processing, ICIP 2013 - Proceedings, pp. 4220 - 4224, http://dx.doi.org/10.1109/ICIP.2013.6738869

Alghowinem S; Goecke R; Wagner M; Parkerx G; Breakspear M, 2013, 'Head pose and movement analysis as an indicator of depression', Proceedings - 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, ACII 2013, pp. 283 - 288, http://dx.doi.org/10.1109/ACII.2013.53

Dhall A; Goecke R; Lucey S; Gedeon T, 2012, 'Collecting large, richly annotated facial-expression databases from movies', IEEE Multimedia, 19, pp. 34 - 41, http://dx.doi.org/10.1109/MMUL.2012.26

Asthana A; De La Hunty M; Dhall A; Goecke R, 2012, 'Facial performance transfer via deformable models and parametric correspondence', IEEE Transactions on Visualization and Computer Graphics, 18, pp. 1511 - 1519, http://dx.doi.org/10.1109/TVCG.2011.157

Asthana A; Lucey S; Goecke R, 2011, 'Regression based automatic face annotation for deformable model building', Pattern Recognition, 44, pp. 2598 - 2613, http://dx.doi.org/10.1016/j.patcog.2011.03.014

McIntyre G; Göcke R; Hyett M; Green M; Breakspear M, 2009, 'An approach for automatically measuring facial activity in depressed subjects', Proceedings - 2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops, ACII 2009, http://dx.doi.org/10.1109/ACII.2009.5349593

Saragih J; Göcke R, 2009, 'Learning AAM fitting through simulation', Pattern Recognition, 42, pp. 2628 - 2636, http://dx.doi.org/10.1016/j.patcog.2009.04.014

Goecke R; Potamianos G; Neti C, 2002, 'Noisy audio feature enhancement using audio-visual speech data', ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, 2, pp. 2025 - 2028, http://dx.doi.org/10.1109/ICASSP.2002.5745030

Weese J; Gocke R; Penney GP; Desmedt P; Buzug TM; Schumann H, 1999, 'Fast voxel-based 2D/3D registration algorithm using a volume rendering method based on the shear-warp factorization', Proceedings of SPIE - The International Society for Optical Engineering, 3661, pp. 802 - 810

Conference Papers

Bargshady G; Goecke R, 2024, 'An Investigation of Video Vision Transformers for Depression Severity Estimation from Facial Video Data', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Nature, pp. 211 - 220, http://dx.doi.org/10.1007/978-981-97-0376-0_16

Malik H; Dhillon H; Parameshwara R; Goecke R; Subramanian R, 2023, 'Examining the Influence of Personality and Multimodal Behavior on Hireability Impressions', in ACM International Conference Proceeding Series, Association for Computing Machinery (ACM), pp. 1 - 9, presented at Proceedings of the Fourteenth Indian Conference on Computer Vision, Graphics and Image Processing, http://dx.doi.org/10.1145/3627631.3627658


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