Professor Roland Goecke

Professor Roland Goecke

Head of School

Ph.D. in Computer Science, Australian National University, 2004

UNSW Canberra
School of Systems & Computing

Roland Goecke, Ph.D. is Professor of Affective Computing and Head of School, School of Systems & Computing at the UNSW Canberra campus. His research interests are in affective computing, computational behaviour analysis, social signal processing, AI/machine learning/pattern recognition, computer vision, human-computer/robot/machine interaction, multimodal signal processing, and e-research. Professor Goecke focuses on algorithms that enable computers to understand the human user, to know who they are, what their mental/health state is; to support their well-being, performance, and learning. This research finds applications in mental health research, health and well-being, behaviour analysis, human performance analysis (e.g. in sport), biometrics, human-computer interaction, video/image analysis, and multimedia.

His research has been funded by the ARC, ANDS, MRFF, NeCTAR, NHMRC, the US NSF, and industry partners. Professor Goecke is an experienced research student supervisor. He is a senior member of the IEEE and a member of ACM and AAAC. He currently serves on the editorial board of PatternRecognition and the IEEE Transactions on Affective Computing. Professor Goecke holds a Master in Computer Science (1998) from the University of Rostock, Germany, and a PhD (2004) in Computer Science from the Australian National University, Canberra, Australia. Before joining UNSW in April 2024, he worked as a Professor at the University of Canberra, as a Web Systems Manager in the Australian Public Service, as a Senior Research Scientist with Seeing Machines, as a Researcher at the NICTA Canberra Research Lab, and as a Research Fellow at the Fraunhofer Institute for Computer Graphics, Germany.

Phone
+61-2-5114 5450
Location
School of Systems & Computing Building 15 Northcott Drive Canberra ACT 2600 Australia
  • Book Chapters | 2023
    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
    Book Chapters | 2018
    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
    Book Chapters | 2015
    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 | 2024
    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
    Journal articles | 2024
    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
    Journal articles | 2023
    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
    Journal articles | 2023
    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
    Journal articles | 2023
    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
    Journal articles | 2023
    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
    Journal articles | 2023
    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
    Journal articles | 2023
    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
    Journal articles | 2023
    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
    Journal articles | 2023
    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
    Journal articles | 2023
    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
    Journal articles | 2023
    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
    Journal articles | 2022
    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
    Journal articles | 2022
    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
    Journal articles | 2021
    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
    Journal articles | 2021
    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
    Journal articles | 2021
    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
    Journal articles | 2021
    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
    Journal articles | 2019
    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
    Journal articles | 2019
    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
    Journal articles | 2019
    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
    Journal articles | 2019
    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
    Journal articles | 2018
    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
    Journal articles | 2018
    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
    Journal articles | 2018
    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
    Journal articles | 2018
    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
    Journal articles | 2016
    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
    Journal articles | 2016
    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
    Journal articles | 2016
    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
    Journal articles | 2015
    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
    Journal articles | 2015
    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
    Journal articles | 2014
    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
    Journal articles | 2014
    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
    Journal articles | 2013
    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
    Journal articles | 2013
    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
    Journal articles | 2013
    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
    Journal articles | 2013
    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
    Journal articles | 2013
    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
    Journal articles | 2012
    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
    Journal articles | 2012
    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
    Journal articles | 2011
    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
    Journal articles | 2009
    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
    Journal articles | 2009
    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
    Journal articles | 2002
    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
    Journal articles | 1999
    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 | 2024
    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
    Preprints | 2024
    Narayana S; Radwan I; Subramanian R; Goecke R, 2024, Mood as a Contextual Cue for Improved Emotion Inference, , http://arxiv.org/abs/2402.08413v1
    Conference Papers | 2023
    Bargshady G; Goecke R, 2023, 'Estimating Depression Severity from Long-Sequence Face Videos via an Ensemble Global Diverse Convolutional Model', in 2023 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2023, Institute of Electrical and Electronics Engineers (IEEE), pp. 296 - 303, presented at 2023 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 28 November 2023 - 01 December 2023, http://dx.doi.org/10.1109/DICTA60407.2023.00048
    Conference Papers | 2023
    Dhall A; Singh M; Goecke R; Gedeon T; Zeng D; Wang Y; Ikeda K, 2023, 'EmotiW 2023: Emotion Recognition in the Wild Challenge', in ACM International Conference Proceeding Series, Association for Computing Machinery (ACM), pp. 746 - 749, presented at INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, http://dx.doi.org/10.1145/3577190.3616545
    Conference Papers | 2023
    Gahalawat M; Fernandez Rojas R; Guha T; Subramanian R; Goecke R, 2023, 'Explainable Depression Detection via Head Motion Patterns', in ACM International Conference Proceeding Series, Association for Computing Machinery (ACM), pp. 261 - 270, presented at INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, http://dx.doi.org/10.1145/3577190.3614130
    Preprints | 2023
    Gahalawat M; Rojas RF; Guha T; Subramanian R; Goecke R, 2023, Explainable Depression Detection via Head Motion Patterns, , http://arxiv.org/abs/2307.12241v1
    Preprints | 2023
    Madan S; Gahalawat M; Guha T; Goecke R; Subramanian R, 2023, Explainable Human-centered Traits from Head Motion and Facial Expression Dynamics, , http://arxiv.org/abs/2302.09817v2
    Conference Papers | 2023
    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
    Conference Papers | 2023
    Narayana S; Radwan I; Parameshwara R; Abbasnejad I; Asthana A; Subramanian R; Goecke R, 2023, 'A Weakly Supervised Approach to Emotion-change Prediction and Improved Mood Inference', in 2023 11th International Conference on Affective Computing and Intelligent Interaction, ACII 2023, Institute of Electrical and Electronics Engineers (IEEE), pp. 1 - 8, presented at 2023 11th International Conference on Affective Computing and Intelligent Interaction (ACII), 10 September 2023 - 13 September 2023, http://dx.doi.org/10.1109/ACII59096.2023.10388146
    Preprints | 2023
    Narayana S; Radwan I; Parameshwara R; Abbasnejad I; Asthana A; Subramanian R; Goecke R, 2023, A Weakly Supervised Approach to Emotion-change Prediction and Improved Mood Inference, , http://arxiv.org/abs/2306.06979v2
    Preprints | 2023
    Narayana S; Subramanian R; Radwan I; Goecke R, 2023, Focus on Change: Mood Prediction by Learning Emotion Changes via Spatio-Temporal Attention, , http://arxiv.org/abs/2303.06632v1
    Conference Papers | 2023
    Parameshwara R; Radwan I; Asthana A; Abbasnejad I; Subramanian R; Goecke R, 2023, 'Efficient Labelling of Affective Video Datasets via Few-Shot & Multi-Task Contrastive Learning', in MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia, Association for Computing Machinery (ACM), pp. 6161 - 6170, presented at Proceedings of the 31st ACM International Conference on Multimedia, http://dx.doi.org/10.1145/3581783.3613784
    Preprints | 2023
    Parameshwara R; Radwan I; Asthana A; Abbasnejad I; Subramanian R; Goecke R, 2023, Efficient Labelling of Affective Video Datasets via Few-Shot & Multi-Task Contrastive Learning, , http://arxiv.org/abs/2308.02173v1
    Conference Papers | 2023
    Parameshwara R; Radwan I; Subramanian R; Goecke R, 2023, 'Examining Subject-Dependent and Subject-Independent Human Affect Inference from Limited Video Data', in 2023 IEEE 17th International Conference on Automatic Face and Gesture Recognition, FG 2023, Institute of Electrical and Electronics Engineers (IEEE), pp. 1 - 6, presented at 2023 IEEE 17th International Conference on Automatic Face and Gesture Recognition (FG), 05 January 2023 - 08 January 2023, http://dx.doi.org/10.1109/FG57933.2023.10042798
    Conference Papers | 2022
    Ireland J; Radwan I; Herath D; Goecke R, 2022, 'Can Synthetic Data Improve Multi-Class Counting of Surgical Instruments?', in 2022 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2022, Institute of Electrical and Electronics Engineers (IEEE), pp. 1 - 7, presented at 2022 International Conference on Digital Image Computing: Techniques and Applications (DICTA), 30 November 2022 - 02 December 2022, http://dx.doi.org/10.1109/DICTA56598.2022.10034591
    Preprints | 2022
    Narayana S; Jain S; Katti H; Goecke R; Subramanian R, 2022, Affective Computational Advertising Based on Perceptual Metrics, , http://arxiv.org/abs/2207.07297v1
    Conference Papers | 2022
    Narayana S; Subramanian R; Radwan I; Goecke R, 2022, 'To Improve Is to Change: Towards Improving Mood Prediction by Learning Changes in Emotion', in ACM International Conference Proceeding Series, Association for Computing Machinery (ACM), pp. 36 - 41, presented at INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, http://dx.doi.org/10.1145/3536220.3563685
    Preprints | 2022
    Narayana S; Subramanian R; Radwan I; Goecke R, 2022, To Improve Is to Change: Towards Improving Mood Prediction by Learning Changes in Emotion, , http://arxiv.org/abs/2210.00719v1
    Preprints | 2022
    Parameshwara R; Narayana S; Murugappan M; Subramanian R; Radwan I; Goecke R, 2022, Automated Parkinson's Disease Detection and Affective Analysis from Emotional EEG Signals, , http://arxiv.org/abs/2202.12936v1
    Conference Papers | 2021
    Ahmad D; Goecke R; Ireland J, 2021, 'CNN Depression Severity Level Estimation from Upper Body vs. Face-Only Images', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Nature, pp. 744 - 758, http://dx.doi.org/10.1007/978-3-030-68780-9_56
    Conference Papers | 2021
    Bai M; Goecke R; Herath D, 2021, 'MICRO-EXPRESSION RECOGNITION BASED ON VIDEO MOTION MAGNIFICATION AND PRE-TRAINED NEURAL NETWORK', in Proceedings - International Conference on Image Processing, ICIP, Institute of Electrical and Electronics Engineers (IEEE), pp. 549 - 553, presented at 2021 IEEE International Conference on Image Processing (ICIP), 19 September 2021 - 22 September 2021, http://dx.doi.org/10.1109/ICIP42928.2021.9506793
    Conference Papers | 2020
    Alzyadat T; Praet S; Chetty G; Goecke R; Hughes D; Kumar D; Welvaert M; Vlahovich N; Waddington G, 2020, 'Automatic Segmentation of Achilles Tendon Tissues Using Deep Convolutional Neural Network', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Nature, pp. 444 - 454, http://dx.doi.org/10.1007/978-3-030-59861-7_45
    Conference Papers | 2020
    Bai M; Goecke R, 2020, 'Investigating LSTM for micro-expression recognition', in ICMI 2020 Companion - Companion Publication of the 2020 International Conference on Multimodal Interaction, Association for Computing Machinery (ACM), pp. 7 - 11, presented at Companion Publication of the 2020 International Conference on Multimodal Interaction, http://dx.doi.org/10.1145/3395035.3425248
    Conference Papers | 2020
    Dhall A; Sharma G; Goecke R; Gedeon T, 2020, 'EmotiW 2020: Driver Gaze, Group Emotion, Student Engagement and Physiological Signal based Challenges', in ICMI 2020 - Proceedings of the 2020 International Conference on Multimodal Interaction, Association for Computing Machinery (ACM), pp. 784 - 789, presented at Proceedings of the 2020 International Conference on Multimodal Interaction, http://dx.doi.org/10.1145/3382507.3417973
    Conference Papers | 2020
    Hinwood D; Herath D; Goecke R, 2020, 'Towards the Design of a Human-Inspired Gripper for Textile Manipulation', in IEEE International Conference on Automation Science and Engineering, Institute of Electrical and Electronics Engineers (IEEE), pp. 913 - 920, presented at 2020 IEEE 16th International Conference on Automation Science and Engineering (CASE), 20 August 2020 - 21 August 2020, http://dx.doi.org/10.1109/CASE48305.2020.9216964
    Conference Papers | 2020
    Kumar D; Sharma D; Goecke R, 2020, 'Feature Map Augmentation to Improve Rotation Invariance in Convolutional Neural Networks', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Springer Nature, pp. 348 - 359, http://dx.doi.org/10.1007/978-3-030-40605-9_30
    Conference Papers | 2019
    Bhatia S; Goecke R; Hammal Z; Cohn JF, 2019, 'Automated measurement of head movement synchrony during dyadic depression severity interviews', in Proceedings - 14th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2019, Institute of Electrical and Electronics Engineers (IEEE), United States, pp. 1 - 8, presented at 2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019), United States, 14 May 2019 - 18 May 2019, http://dx.doi.org/10.1109/FG.2019.8756509
    Conference Papers | 2019
    Dhall A; Ghosh S; Goecke R; Gedeon T, 2019, 'EmotiW 2019: Automatic emotion, engagement and cohesion prediction tasks', in ICMI 2019 - Proceedings of the 2019 International Conference on Multimodal Interaction, Association for Computing Machinery (ACM), pp. 546 - 550, presented at 2019 International Conference on Multimodal Interaction, http://dx.doi.org/10.1145/3340555.3355710
    Conference Papers | 2019
    Ismail H; Radwan I; Suominen H; Goecke R, 2019, 'Gait Estimation and Analysis from Noisy Observations', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Institute of Electrical and Electronics Engineers (IEEE), United States, pp. 2707 - 2712, presented at 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), United States, 23 July 2019 - 27 July 2019, http://dx.doi.org/10.1109/EMBC.2019.8857156
    Conference Papers | 2019
    Ismail H; Radwan I; Suominen H; Waddington G; Goecke R, 2019, 'Sway Risk Analysis Based on Age Group Classification', in Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Institute of Electrical and Electronics Engineers (IEEE), United States, pp. 392 - 398, presented at 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), United States, 23 July 2019 - 27 July 2019, http://dx.doi.org/10.1109/EMBC.2019.8856843
    Conference Papers | 2019
    Mustafa A; Khan S; Hayat M; Goecke R; Shen J; Shao L, 2019, 'Adversarial defense by restricting the hidden space of deep neural networks', in Proceedings of the IEEE International Conference on Computer Vision, Institute of Electrical and Electronics Engineers (IEEE), pp. 3384 - 3393, presented at 2019 IEEE/CVF International Conference on Computer Vision (ICCV), 27 October 2019 - 02 November 2019, http://dx.doi.org/10.1109/ICCV.2019.00348
    Preprints | 2019
    Mustafa A; Khan S; Hayat M; Goecke R; Shen J; Shao L, 2019, Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks, , http://arxiv.org/abs/1904.00887v4
    Conference Papers | 2019
    Radwan I; Asthana A; Ismail H; Keating B; Goecke R, 2019, 'Estimation of missing human body parts via bidirectional LSTM', in Proceedings - 14th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2019, Institute of Electrical and Electronics Engineers (IEEE), pp. 1 - 5, presented at 2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019), 14 May 2019 - 18 May 2019, http://dx.doi.org/10.1109/FG.2019.8756597
    Conference Papers | 2018
    Dhall A; Kaur A; Goecke R; Gedeon T, 2018, 'EmotiW 2018', in Proceedings of the 20th ACM International Conference on Multimodal Interaction, Association for Computing Machinery (ACM), pp. 653 - 656, presented at Proceedings of the 20th ACM International Conference on Multimodal Interaction, http://dx.doi.org/10.1145/3242969.3264993
    Preprints | 2018
    Dhall A; Kaur A; Goecke R; Gedeon T, 2018, EmotiW 2018: Audio-Video, Student Engagement and Group-Level Affect Prediction, , http://arxiv.org/abs/1808.07773v1
    Preprints | 2018
    Huang X; Dhall A; Goecke R; Pietikainen M; Zhao G, 2018, A Global Alignment Kernel based Approach for Group-level Happiness Intensity Estimation, , http://arxiv.org/abs/1809.03313v1
    Conference Papers | 2017
    Bhatia S; Hayat M; Breakspear M; Parker G; Goecke R, 2017, 'A Video-Based Facial Behaviour Analysis Approach to Melancholia', in Proceedings - 12th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2017 - 1st International Workshop on Adaptive Shot Learning for Gesture Understanding and Production, ASL4GUP 2017, Biometrics in the Wild, Bwild 2017, Heterogeneous Face Recognition, HFR 2017, Joint Challenge on Dominant and Complementary Emotion Recognition Using Micro Emotion Features and Head-Pose Estimation, DCER and HPE 2017 and 3rd Facial Expression Recognition and Analysis Challenge, FERA 2017, Institute of Electrical and Electronics Engineers (IEEE), Washington, DC, USA, pp. 754 - 761, presented at 2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017), Washington, DC, USA, 30 May 2017 - 03 June 2017, http://dx.doi.org/10.1109/FG.2017.94
    Conference Papers | 2017
    Bhatia S; Hayat M; Goecke R, 2017, 'A multimodal system to characterise melancholia: Cascaded bag of words approach', in ICMI 2017 - Proceedings of the 19th ACM International Conference on Multimodal Interaction, Association for Computing Machinery (ACM), pp. 274 - 280, presented at Proceedings of the 19th ACM International Conference on Multimodal Interaction, http://dx.doi.org/10.1145/3136755.3136766
    Conference Papers | 2017
    Dang T; Atcheson M; Stasak B; Hayat M; Goecke R; Huang Z; Le P; Epps J; Jayawardena S; Sethu V, 2017, 'Investigating word affect features and fusion of probabilistic predictions incorporating uncertainty in AVEC 2017', in Ringeval F; Schuller BW; Valstar MF; Gratch J; Cowie R; Pantic M (eds.), AVEC 2017 - Proceedings of the 7th Annual Workshop on Audio/Visual Emotion Challenge, co-located with MM 2017, Association for Computing Machinery (ACM), Mountain View, California, USA, pp. 27 - 35, presented at 7th Annual Workshop on Audio/Visual Emotion Challenge, Mountain View, California, USA, 23 October 2017 - 23 October 2017, http://dx.doi.org/10.1145/3133944.3133952
    Conference Papers | 2017
    Dhall A; Goecke R; Ghosh S; Joshi J; Hoey J; Gedeon T, 2017, 'From individual to group-level emotion recognition: Emoti W 5.0', in ICMI 2017 - Proceedings of the 19th ACM International Conference on Multimodal Interaction, Association for Computing Machinery (ACM), pp. 524 - 528, presented at Proceedings of the 19th ACM International Conference on Multimodal Interaction, http://dx.doi.org/10.1145/3136755.3143004
    Conference Papers | 2017
    Hayat M; Khan SH; Werghi N; Goecke R, 2017, 'Joint registration and representation learning for unconstrained face identification', in Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017, Institute of Electrical and Electronics Engineers (IEEE), pp. 1551 - 1560, presented at 2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 21 July 2017 - 26 July 2017, http://dx.doi.org/10.1109/CVPR.2017.169
    Conference Papers | 2017
    Ismail H; Radwan I; Suominen H; Waddington G; Goecke R, 2017, 'Human Postural Sway Estimation from Noisy Observations', in Proceedings - 12th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2017 - 1st International Workshop on Adaptive Shot Learning for Gesture Understanding and Production, ASL4GUP 2017, Biometrics in the Wild, Bwild 2017, Heterogeneous Face Recognition, HFR 2017, Joint Challenge on Dominant and Complementary Emotion Recognition Using Micro Emotion Features and Head-Pose Estimation, DCER and HPE 2017 and 3rd Facial Expression Recognition and Analysis Challenge, FERA 2017, Institute of Electrical and Electronics Engineers (IEEE), pp. 454 - 461, presented at 2017 12th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2017), 30 May 2017 - 03 June 2017, http://dx.doi.org/10.1109/FG.2017.62
    Conference Papers | 2017
    Mustafa A; Bhatia S; Hayat M; Goecke R, 2017, 'Heart rate estimation from facial videos for depression analysis', in 2017 7th International Conference on Affective Computing and Intelligent Interaction, ACII 2017, Institute of Electrical and Electronics Engineers (IEEE), pp. 498 - 503, presented at 2017 Seventh International Conference on Affective Computing and Intelligent Interaction (ACII), 23 October 2017 - 26 October 2017, http://dx.doi.org/10.1109/ACII.2017.8273645
    Conference Papers | 2017
    Plested JF; Gedeon TD; Zhu XY; Dhall A; Geocke R; Goecke R, 2017, 'Detection of universal cross-cultural depression indicators from the physiological signals of observers', in 2017 7th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos, ACIIW 2017, Institute of Electrical and Electronics Engineers (IEEE), pp. 185 - 192, presented at 2017 Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW), 23 October 2017 - 26 October 2017, http://dx.doi.org/10.1109/ACIIW.2017.8272612
    Conference Papers | 2017
    Stasak B; Epps J; Goecke R, 2017, 'Elicitation design for acoustic depression classification: An investigation of articulation effort, linguistic complexity, and word affect', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, Stockholm, Sweden, pp. 834 - 838, presented at INTERSPEECH 2017, Stockholm, Sweden, 20 August 2017 - 24 August 2017, http://dx.doi.org/10.21437/Interspeech.2017-1223
    Conference Papers | 2016
    Alghowinem S; Goecke R; Epps J; Wagner M; Cohn J, 2016, 'Cross-cultural depression recognition from vocal biomarkers', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, San Francisco, CA, USA, pp. 1943 - 1947, presented at Interspeech 2016, San Francisco, CA, USA, 08 September 2016 - 12 September 2016, http://dx.doi.org/10.21437/Interspeech.2016-1339
    Conference Papers | 2016
    Dhall A; Goecke R; Joshi J; Gedeon T, 2016, 'Emotion recognition in the wild challenge 2016', in ICMI 2016 - Proceedings of the 18th ACM International Conference on Multimodal Interaction, pp. 587 - 588, http://dx.doi.org/10.1145/2993148.3007626
    Conference Papers | 2016
    Dhall A; Goecke R; Joshi J; Hoey J; Gedeon T, 2016, 'Emoti W 2016: Video and group-level emotion recognition challenges', in ICMI 2016 - Proceedings of the 18th ACM International Conference on Multimodal Interaction, pp. 427 - 432, http://dx.doi.org/10.1145/2993148.2997638
    Preprints | 2016
    Huang X; Dhall A; Liu X; Zhao G; Shi J; Goecke R; Pietikainen M, 2016, Analyzing the Affect of a Group of People Using Multi-modal Framework, , http://arxiv.org/abs/1610.03640v2
    Conference Papers | 2016
    Murthy OVR; Goecke R, 2016, 'Injury Mechanism Classification in Soccer Videos', in Proceedings of the IEEE International Conference on Computer Vision, pp. 774 - 779, http://dx.doi.org/10.1109/ICCVW.2015.105
    Conference Papers | 2016
    Rajagopalan SS; Morency LP; Baltrušaitis T; Goecke R, 2016, 'Extending long short-term memory for multi-view structured learning', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 338 - 353, http://dx.doi.org/10.1007/978-3-319-46478-7_21
    Conference Papers | 2016
    Stasak B; Epps J; Cummins N; Goecke R, 2016, 'An investigation of emotional speech in depression classification', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, San Francisco, Ca, USA, pp. 485 - 489, presented at 2016 Annual Conference of the International Speech Communication Association, INTERSPEECH, San Francisco, Ca, USA, 08 September 2016 - 12 September 2016, http://dx.doi.org/10.21437/Interspeech.2016-867
    Conference Papers | 2015
    Alghowinem S; Goecke R; Cohn JF; Wagner M; Parker G; Breakspear M, 2015, 'Cross-Cultural Detection of Depression from Nonverbal Behaviour', in 2015 11TH IEEE INTERNATIONAL CONFERENCE AND WORKSHOPS ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG), VOL. 1, IEEE, SLOVENIA, Ljubljana, presented at IEEE 11th International Conference and Workshops on Automatic Face and Gesture Recognition (FG), SLOVENIA, Ljubljana, 04 May 2015 - 08 May 2015, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000380379900035&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2015
    Alghowinem S; Goecke R; Cohn JF; Wagner M; Parker G; Breakspear M, 2015, 'Cross-Cultural Detection of Depression from Nonverbal Behaviour', in 2015 11TH IEEE INTERNATIONAL CONFERENCE AND WORKSHOPS ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG), VOL. 4, IEEE, Ljubljana, SLOVENIA, presented at IEEE 11th International Conference and Workshops on Automatic Face and Gesture Recognition (FG), Ljubljana, SLOVENIA, 04 May 2015 - 08 May 2015, http://gateway.webofknowledge.com/gateway/Gateway.cgi?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000380388000035&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2015
    Alghowinem S; Goecke R; Cohn JF; Wagner M; Parker G; Breakspear M, 2015, 'Cross-cultural detection of depression from nonverbal behaviour', in 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2015, http://dx.doi.org/10.1109/FG.2015.7163113
    Conference Papers | 2015
    Bozorgtabar B; Goecke R, 2015, 'Discriminative multi-task sparse learning for robust visual tracking using conditional random field', in 2014 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2014, http://dx.doi.org/10.1109/DICTA.2014.7008102
    Conference Papers | 2015
    Bozorgtabar B; Goecke R, 2015, 'Enhanced laplacian group sparse learning with lifespan outlier rejection for visual tracking', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 564 - 578, http://dx.doi.org/10.1007/978-3-319-16814-2_37
    Conference Papers | 2015
    Bozorgtabar B; Goecke R, 2015, 'Multi-level action detection via learning latent structure', in Proceedings - International Conference on Image Processing, ICIP, pp. 3004 - 3008, http://dx.doi.org/10.1109/ICIP.2015.7351354
    Conference Papers | 2015
    Bozorgtabar B; Goecke R, 2015, 'Robust visual tracking via rank-constrained sparse learning', in 2014 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2014, http://dx.doi.org/10.1109/DICTA.2014.7008129
    Conference Papers | 2015
    Dhall A; Goecke R, 2015, 'A temporally piece-wise fisher vector approach for depression analysis', in 2015 International Conference on Affective Computing and Intelligent Interaction, ACII 2015, pp. 255 - 259, http://dx.doi.org/10.1109/ACII.2015.7344580
    Conference Papers | 2015
    Dhall A; Joshi J; Sikka K; Goecke R; Sebe N, 2015, 'The more the merrier: Analysing the affect of a group of people in images', in 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2015, http://dx.doi.org/10.1109/FG.2015.7163151
    Conference Papers | 2015
    Dhall A; Ramana Murthy OV; Goecke R; Joshi J; Gedeon T, 2015, 'Video and image based Emotion recognition challenges in the wild: EmotiW 2015', in ICMI 2015 - Proceedings of the 2015 ACM International Conference on Multimodal Interaction, pp. 423 - 426, http://dx.doi.org/10.1145/2818346.2829994
    Conference Papers | 2015
    Huang X; Dhall A; Zhao G; Goecke R; Pietikäinen M, 2015, 'Riesz-based Volume Local Binary Pattern and A Novel Group Expression Model for Group Happiness Intensity Analysis', in Procedings of the British Machine Vision Conference 2015, British Machine Vision Association, presented at British Machine Vision Conference 2015, http://dx.doi.org/10.5244/c.29.34
    Conference Papers | 2015
    Murthy OVR; Goecke R, 2015, 'The influence of temporal information on human action recognition with large number of classes', in 2014 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2014, http://dx.doi.org/10.1109/DICTA.2014.7008131
    Preprints | 2015
    Murthy OVR; Goecke R, 2015, Harnessing the Deep Net Object Models for Enhancing Human Action Recognition, , http://arxiv.org/abs/1512.06498v2
    Preprints | 2015
    Radwan I; Dhall A; Goecke R, 2015, Occlusion-Aware Human Pose Estimation with Mixtures of Sub-Trees, , http://arxiv.org/abs/1512.01055v1
    Conference Papers | 2015
    Rajagopalan SS; Murthy OVR; Goecke R; Rozga A, 2015, 'Play with me - Measuring a child's engagement in a social interaction', in 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2015, http://dx.doi.org/10.1109/FG.2015.7163129
    Conference Papers | 2014
    Alghowinem S; Alghuwinem S; Alshehri M; Al-Wabil A; Goecke R; Wagner M, 2014, 'Design of an emotion elicitation framework for Arabic speakers', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 717 - 728, http://dx.doi.org/10.1007/978-3-319-07230-2_68
    Conference Papers | 2014
    Bozorgtabar B; Goecke R, 2014, 'Joint sparsity-based robust visual tracking', in 2014 IEEE International Conference on Image Processing, ICIP 2014, pp. 4927 - 4931, http://dx.doi.org/10.1109/ICIP.2014.7025998
    Conference Papers | 2014
    Dhall A; Goecke R; Joshi J; Sikka K; Gedeon T, 2014, 'Emotion recognition in the wild challenge 2014: Baseline, data and protocol', in ICMI 2014 - Proceedings of the 2014 International Conference on Multimodal Interaction, pp. 461 - 466, http://dx.doi.org/10.1145/2663204.2666275
    Conference Papers | 2014
    Dhall A; Sikka K; Littlewort G; Goecke R; Bartlett M, 2014, 'A discriminative parts based model approach for fiducial points free and shape constrained head pose normalisation in the wild', in 2014 IEEE Winter Conference on Applications of Computer Vision, WACV 2014, pp. 1028 - 1035, http://dx.doi.org/10.1109/WACV.2014.6835991
    Conference Papers | 2014
    Dhall A; Sikka K; Littlewort G; Goecke R; Bartlett M, 2014, 'A discriminative parts based model approach for fiducial points free and shape constrained head pose normalisation in the wild', in IEEE Winter Conference on Applications of Computer Vision, IEEE, presented at 2014 IEEE Winter Conference on Applications of Computer Vision (WACV), 24 March 2014 - 26 March 2014, http://dx.doi.org/10.1109/wacv.2014.6835729
    Conference Papers | 2014
    Joshi J; Gunes H; Goecke R, 2014, 'Automatic prediction of perceived traits using visual cues under varied situational context', in Proceedings - International Conference on Pattern Recognition, pp. 2855 - 2860, http://dx.doi.org/10.1109/ICPR.2014.492
    Conference Papers | 2014
    Murthy OVR; Radwan I; Goecke R, 2014, 'Dense body part trajectories for human action recognition', in 2014 IEEE International Conference on Image Processing, ICIP 2014, pp. 1465 - 1469, http://dx.doi.org/10.1109/ICIP.2014.7025293
    Conference Papers | 2014
    Rajagopalan SS; Goecke R, 2014, 'Detecting self-stimulatory behaviours for autism diagnosis', in 2014 IEEE International Conference on Image Processing, ICIP 2014, pp. 1470 - 1474, http://dx.doi.org/10.1109/ICIP.2014.7025294
    Conference Papers | 2013
    Alghowinem S; Goecke R; Wagner M; Epps J; Breakspear M; Parker G, 2013, 'Detecting depression: A comparison between spontaneous and read speech', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 7547 - 7551, http://dx.doi.org/10.1109/ICASSP.2013.6639130
    Conference Papers | 2013
    Alghowinem S; Goecke R; Wagner M; Epps J; Gedeon T; Breakspear M; Parker G, 2013, 'A comparative study of different classifiers for detecting depression from spontaneous speech', in ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 8022 - 8026, http://dx.doi.org/10.1109/ICASSP.2013.6639227
    Conference Papers | 2013
    Alghowinem S; Goecke R; Wagner M; Epps J; Parker G; Breakspear M, 2013, 'Characterising Depressed Speech for Classification', in Bimbot F; Cerisara C; Fougeron C; Gravier G; Lamel L; Pellegrino F; Perrier P (eds.), 14TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2013), VOLS 1-5, ISCA-INT SPEECH COMMUNICATION ASSOC, FRANCE, Lyon, pp. 2533 - 2537, presented at 14th Annual Conference of the International-Speech-Communication-Association (INTERSPEECH 2013), FRANCE, Lyon, 25 August 2013 - 29 August 2013, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000395050001045&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2013
    Alghowinem S; Wagner M; Goecke R, 2013, 'AusTalk - The Australian speech database: Design framework, recording experience and localisation', in 2013 8th International Conference on Information Technology in Asia - Smart Devices Trend: Technologising Future Lifestyle, Proceedings of CITA 2013, http://dx.doi.org/10.1109/CITA.2013.6637567
    Conference Papers | 2013
    Bozorgtabar B; Goecke R, 2013, 'Adaptive multiple component metric learning for robust visual tracking', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 566 - 575, http://dx.doi.org/10.1007/978-3-642-42051-1_70
    Conference Papers | 2013
    Bozorgtabar B; Goecke R, 2013, 'Robust visual vocabulary tracking using hierarchical model fusion', in 2013 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2013, http://dx.doi.org/10.1109/DICTA.2013.6691525
    Conference Papers | 2013
    Cummins N; Epps J; Sethu V; Breakspear M; Goecke R, 2013, 'Modeling Spectral Variability for the Classification of Depressed Speech', in INTERSPEECH 2013, 14thAnnual Conference of the International Speech Communication Association, Lyon, France, presented at 14th Annual Conference of the International Speech Communication Association Interspeech2013, Lyon, France, 25 August 2013 - 29 August 2013
    Conference Papers | 2013
    Cummins N; Joshi J; Dhall A; Sethu V; Goecke R; Epps J, 2013, 'Diagnosis of depression by behavioural signals: A multimodal approach', in AVEC 2013 - Proceedings of the 3rd ACM International Workshop on Audio/Visual Emotion Challenge, pp. 11 - 20, http://dx.doi.org/10.1145/2512530.2512535
    Conference Papers | 2013
    Dhall A; Goecke R; Joshi J; Wagner M; Gedeon T, 2013, 'EmotiW'13 chairs' welcome', in EmotiW 2013 - Proceedings of the 2013 ACM Emotion Recognition in the Wild Challenge and Workshop, Co-located with ICMI 2013
    Conference Papers | 2013
    Dhall A; Goecke R; Joshi J; Wagner M; Gedeon T, 2013, 'Emotion Recognition In The Wild Challenge (EmotiW) challenge and workshop summary', in ICMI 2013 - Proceedings of the 2013 ACM International Conference on Multimodal Interaction, pp. 371 - 372, http://dx.doi.org/10.1145/2522848.2531749
    Conference Papers | 2013
    Dhall A; Goecke R; Joshi J; Wagner M; Gedeon T, 2013, 'Emotion Recognition In The Wild Challenge 2013', in ICMI 2013 - Proceedings of the 2013 ACM International Conference on Multimodal Interaction, pp. 509 - 515, http://dx.doi.org/10.1145/2522848.2531739
    Conference Papers | 2013
    Dhall A; Joshi J; Radwan I; Goecke R, 2013, 'Finding happiest moments in a social context', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 613 - 626, http://dx.doi.org/10.1007/978-3-642-37444-9_48
    Conference Papers | 2013
    Hossain E; Chetty G; Goecke R, 2013, 'Multi-view multi-modal gait based human identity recognition from surveillance videos', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 88 - 99, http://dx.doi.org/10.1007/978-3-642-37081-6_11
    Conference Papers | 2013
    Joshi J; Dhall A; Goecke R; Cohn JF, 2013, 'Relative body parts movement for automatic depression analysis', in Proceedings - 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, ACII 2013, pp. 492 - 497, http://dx.doi.org/10.1109/ACII.2013.87
    Conference Papers | 2013
    Kristan M; Pflugfelder R; Leonardis A; Matas J; Porikli F; Čehovin L; Nebehay G; Fernandez G; Vojíř T; Gatt A; Khajenezhad A; Salahledin A; Soltani-Farani A; Zarezade A; Petrosino A; Milton A; Bozorgtabar B; Li B; Chan CS; Heng C; Ward D; Kearney D; Monekosso D; Karaimer HC; Rabiee HR; Zhu J; Gao J; Xiao J; Zhang J; Xing J; Huang K; Lebeda K; Cao L; Maresca ME; Lim MK; ELHelw M; Felsberg M; Remagnino P; Bowden R; Goecke R; Stolkin R; Lim SYY; Maher S; Poullot S; Wong S; Satoh S; Chen W; Hu W; Zhang X; Li Y; Niu Z, 2013, 'The visual object tracking VOT2013 challenge results', in Proceedings of the IEEE International Conference on Computer Vision, pp. 98 - 111, http://dx.doi.org/10.1109/ICCVW.2013.20
    Conference Papers | 2013
    Murthy OVR; Goecke R, 2013, 'Ordered trajectories for large scale human action recognition', in Proceedings of the IEEE International Conference on Computer Vision, pp. 412 - 419, http://dx.doi.org/10.1109/ICCVW.2013.61
    Conference Papers | 2013
    Murthy OVR; Radwan I; Dhall A; Goecke R, 2013, 'On the effect of human body parts in large scale human behaviour recognition', in 2013 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2013, http://dx.doi.org/10.1109/DICTA.2013.6691507
    Conference Papers | 2013
    Radwan I; Dhall A; Goecke R, 2013, 'Monocular image 3D human pose estimation under self-occlusion', in Proceedings of the IEEE International Conference on Computer Vision, pp. 1888 - 1895, http://dx.doi.org/10.1109/ICCV.2013.237
    Conference Papers | 2013
    Rajagopalan SS; Dhall A; Goecke R, 2013, 'Self-stimulatory behaviours in the wild for autism diagnosis', in Proceedings of the IEEE International Conference on Computer Vision, pp. 755 - 761, http://dx.doi.org/10.1109/ICCVW.2013.103
    Conference Papers | 2013
    Sharma N; Dhall A; Gedeon T; Goecke R, 2013, 'Modeling stress using thermal facial patterns: A spatio-temporal approach', in Proceedings - 2013 Humaine Association Conference on Affective Computing and Intelligent Interaction, ACII 2013, pp. 387 - 392, http://dx.doi.org/10.1109/ACII.2013.70
    Conference Papers | 2013
    Vandyke D; Wagner M; Goecke R, 2013, 'R-norm: Improving inter-speaker variability modelling at the score level via regression score normalisation', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 3117 - 3121
    Conference Papers | 2013
    Vandyke D; Wagner M; Goecke R, 2013, 'Voice source waveforms for utterance level speaker identification using support vector machines', in 2013 8th International Conference on Information Technology in Asia - Smart Devices Trend: Technologising Future Lifestyle, Proceedings of CITA 2013, http://dx.doi.org/10.1109/CITA.2013.6637568
    Conference Papers | 2012
    Alghowinem S; Goecke R; Wagner M; Epps JR; Breakspear MJ; Parker GB, 2012, 'From Joyous to Clinically Depressed: Mood Detection Using Spontaneous Speech', in Association for the Advancement of Artificial Intelligence (AAAI), AAAI Press, USA, presented at 25th International Florida Artificial Intelligence Research Society Conference, FLAIRS-25, Marco Island, Florida, USA, 23 May 2012 - 25 May 2012, http://www.aaai.org/ocs/index.php/FLAIRS/FLAIRS12/paper/view/4478/4782
    Conference Papers | 2012
    Bozorgtabar B; Goecke R, 2012, 'An improved NN training scheme using two-stage LDA features for face recognition', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 662 - 671, http://dx.doi.org/10.1007/978-3-642-34500-5_78
    Conference Papers | 2012
    Dhall A; Goecke R, 2012, 'Group expression intensity estimation in videos via Gaussian Processes', in Proceedings - International Conference on Pattern Recognition, pp. 3525 - 3528
    Conference Papers | 2012
    Joshi J; Dhall A; Goecke R; Breakspear MJ; Parker GB, 2012, 'Neural-Net Classification for Spatio-Temporal Descriptor Based Depression Analysis', in 21st International Conference on Pattern Recognition, Science Council of Japan, Japan, presented at 21st International Conference on Pattern Recognition, Tsukuba, Japan, 11 November 2012 - 15 November 2012
    Conference Papers | 2012
    Radwan I; Dhall A; Goecke R, 2012, 'Correcting pose estimation with implicit occlusion detection and rectification', in Proceedings - International Conference on Pattern Recognition, pp. 3496 - 3499
    Conference Papers | 2012
    Radwan I; Dhall A; Joshi J; Goecke R, 2012, 'Regression based pose estimation with automatic occlusion detection and rectification', in Proceedings - IEEE International Conference on Multimedia and Expo, pp. 121 - 127, http://dx.doi.org/10.1109/ICME.2012.160
    Conference Papers | 2011
    Asthana A; Jones MJ; Marks TK; Tieu KH; Goecke R, 2011, 'Pose normalization via learned 2D warping for fully automatic face recognition', in BMVC 2011 - Proceedings of the British Machine Vision Conference 2011, http://dx.doi.org/10.5244/C.25.127
    Conference Papers | 2011
    Burnham D; Estival D; Fazio S; Viethen J; Cox F; Dale R; Cassidy S; Epps J; Togneri R; Wagner M; Kinoshita Y; Goecke R; Arciuli J; Onslow M; Lewis T; Butcher A; Hajek J, 2011, 'Building an audio-visual corpus of Australian English: large corpus collection with an economical portable and replicable Black Box', in 12TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION 2011 (INTERSPEECH 2011), VOLS 1-5, ISCA-INT SPEECH COMMUNICATION ASSOC, ITALY, Florence, pp. 848 - +, presented at 12th Annual Conference of the International-Speech-Communication-Association 2011 (INTERSPEECH 2011), ITALY, Florence, 27 August 2011 - 31 August 2011, https://www.webofscience.com/api/gateway?GWVersion=2&SrcApp=PARTNER_APP&SrcAuth=LinksAMR&KeyUT=WOS:000316502200214&DestLinkType=FullRecord&DestApp=ALL_WOS&UsrCustomerID=891bb5ab6ba270e68a29b250adbe88d1
    Conference Papers | 2011
    Burnham DK; Estival D; Fazio S; Viethen J; Cox F; Dale R; Cassidy S; Epps JR; Togneri R; Wagner M; Kinoshita Y; Gocke R; Arciuli J; Onslow M; Lewis T; Butcher A; Hajek J, 2011, 'Building an audio-visual Corpus of Australian English: Large Corpus collection with an economical portable and replicable black box', in Interspeech 2012, Curran Associates, Inc, Florence, Italy, pp. 841 - 844, presented at 12th Annual Conference of the International Speech Communication Association, INTERSPEECH 2011, Florence, Italy, 27 August 2011 - 31 August 2011
    Conference Papers | 2011
    Cummins N; Epps J; Breakspear M; Goecke R, 2011, 'An investigation of depressed speech detection: Features and normalization', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 2997 - 3000
    Conference Papers | 2011
    Cummins N; Epps JR; Breakspear MJ; Goecke R, 2011, 'An Investigation of Depressed Speech Detection: Features and Normalization', in Interspeech 2012, Curran Associates, Inc, Florence, Italy, pp. 1 - 4, presented at INTERSPEECH 2011, Florence, Italy, 27 August 2011 - 31 August 2011
    Conference Papers | 2011
    Dhall A; Asthana A; Goecke R; Gedeon T, 2011, 'Emotion recognition using PHOG and LPQ features', in 2011 IEEE International Conference on Automatic Face and Gesture Recognition and Workshops, FG 2011, pp. 878 - 883, http://dx.doi.org/10.1109/FG.2011.5771366
    Conference Papers | 2011
    Dhall A; Asthana A; Goecke R, 2011, 'A SSIM-based approach for finding similar facial expressions', in 2011 IEEE International Conference on Automatic Face and Gesture Recognition and Workshops, FG 2011, pp. 815 - 820, http://dx.doi.org/10.1109/FG.2011.5771354
    Conference Papers | 2011
    Dhall A; Goecke R; Lucey S; Gedeon T, 2011, 'Static facial expression analysis in tough conditions: Data, evaluation protocol and benchmark', in Proceedings of the IEEE International Conference on Computer Vision, pp. 2106 - 2112, http://dx.doi.org/10.1109/ICCVW.2011.6130508
    Conference Papers | 2010
    De La Hunty M; Asthana A; Goecke R, 2010, 'Linear facial expression transfer with active appearance models', in Proceedings - International Conference on Pattern Recognition, pp. 3789 - 3792, http://dx.doi.org/10.1109/ICPR.2010.923
    Conference Papers | 2010
    Dhall A; Asthana A; Goecke R, 2010, 'Facial expression based automatic album creation', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 485 - 492, http://dx.doi.org/10.1007/978-3-642-17534-3_60
    Conference Papers | 2010
    Khwaja A; Asthana A; Goecke R, 2010, 'Illumination and expression invariant face recognition using SSIM based sparse representation', in Proceedings - International Conference on Pattern Recognition, pp. 4028 - 4031, http://dx.doi.org/10.1109/ICPR.2010.979
    Conference Papers | 2009
    Asthana A; Goecke R; Quadrianto N; Gedeon T, 2009, 'Learning based automatic face annotation for arbitrary poses and expressions from frontal images only', in 2009 IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009, pp. 1635 - 1642, http://dx.doi.org/10.1109/CVPRW.2009.5206766
    Conference Papers | 2009
    Asthana A; Khwaja A; Goecke R, 2009, 'Automatic frontal face annotation and AAM building for arbitrary expressions from a single frontal image only', in Proceedings - International Conference on Image Processing, ICIP, pp. 2445 - 2448, http://dx.doi.org/10.1109/ICIP.2009.5414123
    Conference Papers | 2009
    Asthana A; Sanderson C; Gedeon T; Goecke R, 2009, 'Learning-based face synthesis for pose-robust recognition from single image', in British Machine Vision Conference, BMVC 2009 - Proceedings, http://dx.doi.org/10.5244/C.23.31
    Conference Papers | 2009
    Asthana A; Saragih J; Wagner M; Goecke R, 2009, 'Evaluating AAM fitting methods for facial expression recognition', in Proceedings - 2009 3rd International Conference on Affective Computing and Intelligent Interaction and Workshops, ACII 2009, http://dx.doi.org/10.1109/ACII.2009.5349489
    Conference Papers | 2009
    Chetty G; Göcke R; Wagner M, 2009, 'Audio-Visual Mutual Dependency Models for Biometric Liveness Checks', in Auditory-Visual Speech Processing 2009, AVSP 2009, pp. 32 - 37
    Conference Papers | 2009
    Khwaja AA; Goecke R, 2009, 'Biologically inspired contrast enhancement using asymmetric gain control', in DICTA 2009 - Digital Image Computing: Techniques and Applications, pp. 424 - 430, http://dx.doi.org/10.1109/DICTA.2009.75
    Conference Papers | 2009
    Obaid M; Mukundany R; Goeckezx R; Billinghurst M; Seichter H, 2009, 'A quadratic deformation model for facial expression recognition', in DICTA 2009 - Digital Image Computing: Techniques and Applications, pp. 264 - 270, http://dx.doi.org/10.1109/DICTA.2009.51
    Conference Papers | 2009
    Shochi T; Sekiyama K; Lees N; Boyce M; Göcke R; Burnham D, 2009, 'Auditory-Visual Infant Directed Speech in Japanese and English', in Auditory-Visual Speech Processing 2009, AVSP 2009, pp. 107 - 112
    Conference Papers | 2009
    Zhu D; Mendis BSU; Gedeon T; Asthana A; Goecke R, 2009, 'A hybrid fuzzy approach for human eye gaze pattern recognition', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 655 - 662, http://dx.doi.org/10.1007/978-3-642-03040-6_80
    Conference Papers | 2008
    Göcke R; Asthana A, 2008, 'A Comparative Study of 2D and 3D Lip Tracking Methods for AV ASR', in International Conference on Auditory-Visual Speech Processing 2008, AVSP 2008, pp. 235 - 240
    Conference Papers | 2008
    Huy TH; Goecke R, 2008, 'Optical flow estimation using fourier mellin transform', in 26th IEEE Conference on Computer Vision and Pattern Recognition, CVPR, http://dx.doi.org/10.1109/CVPR.2008.4587553
    Conference Papers | 2008
    Khwaja AA; Goecke R, 2008, 'Image reconstruction from contrast information', in Proceedings - Digital Image Computing: Techniques and Applications, DICTA 2008, pp. 226 - 233, http://dx.doi.org/10.1109/DICTA.2008.66
    Conference Papers | 2008
    McIntyre G; Goecke R, 2008, 'A composite framework for affective sensing', in Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH, pp. 2767 - 2770
    Conference Papers | 2008
    McIntyre G; Göcke R, 2008, 'The composite sensing of affect', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 104 - 115, http://dx.doi.org/10.1007/978-3-540-85099-1_9
    Conference Papers | 2007
    Goecke R; Asthana A; Pettersson N; Petersson L, 2007, 'Visual vehicle egomotion estimation using the Fourier-Mellin Transform', in IEEE Intelligent Vehicles Symposium, Proceedings, pp. 450 - 455, http://dx.doi.org/10.1109/ivs.2007.4290156
    Conference Papers | 2007
    Goecke R; Ho HT, 2007, 'Quaternion potential functions for a colour image completion method using Markov Random Fields', in Proceedings - Digital Image Computing Techniques and Applications: 9th Biennial Conference of the Australian Pattern Recognition Society, DICTA 2007, pp. 324 - 331, http://dx.doi.org/10.1109/DICTA.2007.4426814
    Conference Papers | 2007
    Goecke R; Pettersson N; Petersson L, 2007, 'Towards detection and tracking of on-road objects', in IEEE Intelligent Vehicles Symposium, Proceedings, pp. 416 - 421, http://dx.doi.org/10.1109/ivs.2007.4290150
    Conference Papers | 2007
    McIntyre G; Göcke R, 2007, 'Towards affective sensing', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 411 - 420, http://dx.doi.org/10.1007/978-3-540-73110-8_44
    Conference Papers | 2007
    Peter C; Schultz R; Voskamp J; Urban B; Nowack N; Janik H; Kraft K; Göcke R, 2007, 'EREC-II in use - studies on usability and suitability of a sensor system for affect detection and human performance monitoring', in Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 465 - 474, http://dx.doi.org/10.1007/978-3-540-73110-8_50
    Conference Papers | 2007
    Saragih J; Goecke R, 2007, 'A nonlinear discriminative approach to AAM fitting', in Proceedings of the IEEE International Conference on Computer Vision, http://dx.doi.org/10.1109/ICCV.2007.4409106
    Conference Papers | 2007
    Saragih J; Goecke R, 2007, 'Monocular and stereo methods for AAM learning from video', in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, http://dx.doi.org/10.1109/CVPR.2007.383058
    Conference Papers | 2006
    Huy TH; Goecke R, 2006, 'Automatic parametrisation for an image completion method based on markov random fields', in Proceedings - International Conference on Image Processing, ICIP, http://dx.doi.org/10.1109/ICIP.2007.4379366
    Conference Papers | 2006
    Robles-Kelly A; Goecke R, 2006, 'A wavelet-based approach to image feature stability assessment', in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, http://dx.doi.org/10.1109/CVPRW.2006.22
    Conference Papers | 2006
    Saragih J; Goecke R, 2006, 'Iterative error bound minimisation for AAM alignment', in Proceedings - International Conference on Pattern Recognition, pp. 1195 - 1196, http://dx.doi.org/10.1109/ICPR.2006.730
    Conference Papers | 2005
    Goecke R, 2005, '3D LIP TRACKING AND CO-INERTIA ANALYSIS FOR IMPROVED ROBUSTNESS OF AUDIO-VIDEO AUTOMATIC SPEECH RECOGNITION', in Auditory-Visual Speech Processing 2005, AVSP 2005, pp. 109 - 114
    Conference Papers | 2005
    Goecke R, 2005, 'Current trends in joint audio-video signal processing: A review', in Proceedings - 8th International Symposium on Signal Processing and its Applications, ISSPA 2005, pp. 70 - 73, http://dx.doi.org/10.1109/ISSPA.2005.1580198
    Conference Papers | 2004
    Goecke R; Millar JB, 2004, 'The audio-video australian english speech data corpus AVOZES', in 8th International Conference on Spoken Language Processing, ICSLP 2004, pp. 2525 - 2528
    Conference Papers | 2004
    Mader S; Peter C; Gocke R; Schultz R; Voskamp J; Urban B, 2004, 'A freely configurable, multi-modal sensor system for affective computing', in Lecture Notes in Artificial Intelligence (Subseries of Lecture Notes in Computer Science), pp. 313 - 318, http://dx.doi.org/10.1007/978-3-540-24842-2_34
    Conference Papers | 2004
    Millar JB; Wagner M; Goecke R, 2004, 'Aspects of speaking-face data corpus design methodology', in 8th International Conference on Spoken Language Processing, ICSLP 2004, pp. 1157 - 1160
    Conference Papers | 2003
    Goecke R; Millar B, 2003, 'Statistical Analysis of the Relationship between Audio and Video Speech Parameters for Australian English', in AVSP 2003 - International Conference on Audio-Visual Speech Processing, pp. 133 - 138
    Conference Papers | 2003
    Göcke R, 2003, 'Building a system for writer identification on handwritten music scores', in Proceedings of the IASTED International Conference on Signal Processing, Pattern Reconition, and Applications, pp. 250 - 255
    Conference Papers | 2001
    Goecke R; Millar JB; Zelinsky A; Robert-Ribes J, 2001, 'ANALYSIS OF AUDIO-VIDEO CORRELATION IN VOWELS IN AUSTRALIAN ENGLISH', in Auditory-Visual Speech Processing 2001, AVSP 2001, pp. 115 - 120
    Preprints |
    Hassanin M; radwan I; Tahtali M; Goecke R, Resanet: Residual Aggregation Networks for Dense Prediction, , http://dx.doi.org/10.2139/ssrn.4212324