By Professor Roland Goecke

Journal articles

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

Jentsch H; Sievert Y; Göcke R, 2004, 'Lactoferrin and other markers from gingival crevicular fluid and saliva before and after periodontal treatment', JOURNAL OF CLINICAL PERIODONTOLOGY, 31, pp. 511 - 514, http://dx.doi.org/10.1111/j.1600-051X.2004.00512.x

Jentsch H; Beetke E; Göcke R, 2004, 'Salivary analyses and caries increment over 4 years: an approach by cluster analysis.', Clin Oral Investig, 8, pp. 156 - 160, http://dx.doi.org/10.1007/s00784-004-0263-6

Jentsch H; Pomowski R; Kundt G; Göcke R, 2003, 'Treatment of gingivitis with hyaluronan.', J Clin Periodontol, 30, pp. 159 - 164, http://dx.doi.org/10.1034/j.1600-051x.2003.300203.x

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

Göcke R; Rafalzyk B; Seyfarth M; Sonnenburg I; Gundlach KK, 1999, '[Components of antibacterial and fibrinolytic activity of human saliva in normal and disordered wound healing].', Mund Kiefer Gesichtschir, 3, pp. 38 - 42, http://dx.doi.org/10.1007/s100060050091

Jentsch H; Göcke R; Beetke E, 1991, '[The plaque wet weight in subjects with different caries involvement].', Dtsch Zahn Mund Kieferheilkd Zentralbl, 79, pp. 107 - 110, https://www.ncbi.nlm.nih.gov/pubmed/1873400

Jentsch H; Göcke R; Szymanska D; Beetke E; Seyfarth M; Tessenow W, 1991, '[The quantitative determination of resistance factors in the saliva of patients with very high caries involvement].', Dtsch Zahn Mund Kieferheilkd Zentralbl, 79, pp. 343 - 347, https://www.ncbi.nlm.nih.gov/pubmed/1932428

Jentsch H; Göcke R; Beetke E, 1990, '[Caries involvement in adults with reference to peroxidase activity in the dental plaque].', Zahn Mund Kieferheilkd Zentralbl, 78, pp. 525 - 526, https://www.ncbi.nlm.nih.gov/pubmed/2149907

Simm R; Göcke R; Seyfarth M, 1990, '[Saliva--a determining protective factor in the disease picture. Stomatitis prothetica].', Zahn Mund Kieferheilkd Zentralbl, 78, pp. 739 - 741, https://www.ncbi.nlm.nih.gov/pubmed/2150466

Jentsch H; Göcke R; Seyfarth M; Beetke E, 1990, '[Secretory immunoglobulin A in human dental plaque in relation to caries involvement].', Zahn Mund Kieferheilkd Zentralbl, 78, pp. 427 - 428, https://www.ncbi.nlm.nih.gov/pubmed/2150261

Göcke R; Jentsch H; Seyfarth M; Beetke E, 1990, '[The content of secretory immunoglobulin A in human dental plaque].', Zahn Mund Kieferheilkd Zentralbl, 78, pp. 131 - 133, https://www.ncbi.nlm.nih.gov/pubmed/2143342

Göcke R; Jentsch H; Beetke E, 1990, '[The lysozyme content of human dental plaque].', Zahn Mund Kieferheilkd Zentralbl, 78, pp. 527 - 528, https://www.ncbi.nlm.nih.gov/pubmed/2149908

Jentsch H; Göcke R; Beetke E, 1989, '[Analysis of peroxidases in human dental plaque].', Zahn Mund Kieferheilkd Zentralbl, 77, pp. 574 - 575, https://www.ncbi.nlm.nih.gov/pubmed/2530737

Göcke R; Jentsch H; Seyfarth M; Tessenow W; Beetke E, 1989, '[Determination of the level of antibacterial salivary proteins in human dental plaque].', Zahn Mund Kieferheilkd Zentralbl, 77, pp. 459 - 460, https://www.ncbi.nlm.nih.gov/pubmed/2529717

Göcke R; Simm R; Buchmann W; Beetke E, 1989, '[The demonstration of carious dentin with a stain solution].', Zahn Mund Kieferheilkd Zentralbl, 77, pp. 281 - 282, https://www.ncbi.nlm.nih.gov/pubmed/2475992

Jentsch VH; Göcke R; Beetke E, 1988, '[Lactate dehydrogenase activity in the pulp of periodontally damaged, impacted and partially impacted teeth].', Zahn Mund Kieferheilkd Zentralbl, 76, pp. 52 - 53, https://www.ncbi.nlm.nih.gov/pubmed/2966523

Meissner M; Sobkowiak EM; Göcke R, 1986, '[Initial studies on the determination of activity of several enzymes of the dental pulp after application of a dentin filling].', Zahn Mund Kieferheilkd Zentralbl, 74, pp. 52 - 53, https://www.ncbi.nlm.nih.gov/pubmed/2938369

Sobkowiak EM; Pfau HG; Göcke R, 1978, '[Studies of the edge-strength of some silver-zinc amalgams Part I: Creep value (author's transl)].', Zahn Mund Kieferheilkd Zentralbl, 66, pp. 389 - 404, https://www.ncbi.nlm.nih.gov/pubmed/151426

Conference Papers

Lian Z; Ghosh S; Cambria E; Cai Z; Zhao G; Dhall A; Schuller BW; Goecke R; Tao J; Gedeon T, 2025, 'MRAC 2025: 3rd International Workshop on Multimodal, Generative and Responsible Affective Computing', in Proceedings of the 33rd ACM International Conference on Multimedia, ACM, pp. 14314 - 14316, presented at MM '25: The 33rd ACM International Conference on Multimedia, http://dx.doi.org/10.1145/3746027.3762108

, 2025, 'Proceedings of the 3rd International Workshop on Multimodal and Responsible Affective Computing', ACM, presented at MM '25:The 33rd ACM International Conference on Multimedia, http://dx.doi.org/10.1145/3746270

Fernandez-Rojas R; Joseph C; Hirachan N; Seymour B; Goecke R, 2025, 'The AI4Pain Grand Challenge 2025: Advancing Pain Assessment with Multimodal Physiological Signals', in Icmi 2025 Companion Publication of the 27th International Conference on Multimodal Interaction, pp. 147 - 152, http://dx.doi.org/10.1145/3747327.3764791

Bai M; Goecke R, 2024, 'Can Expression Sensitivity Improve Macro- and Micro-Expression Spotting in Long Videos?', in Mrac 2024 Proceedings of the 2nd International Workshop on Multimodal and Responsible Affective Computing, Association for Computing Machinery (ACM), AUSTRALIA, Melbourne, pp. 30 - 38, presented at Proceedings of the 2nd International Workshop on Multimodal and Responsible Affective Computing, AUSTRALIA, Melbourne, 28 October 2024 - 01 November 2024, http://dx.doi.org/10.1145/3689092.3689396

Tao J; Ghosh S; Lian Z; Cai Z; Schuller BW; Dhall A; Zhao G; Kollias D; Cambria E; Goecke R; Gedeon T, 2024, 'MRAC '24 Chairs' Welcome', in Mrac 2024 Proceedings of the 2nd International Workshop on Multimodal and Responsible Affective Computing, pp. III

Ghosh S; Cai Z; Dhall A; Kollias D; Goecke R; Gedeon T, 2024, 'MRAC Track 1: 2nd Workshop on Multimodal, Generative and Responsible Affective Computing', in Mrac 2024 Proceedings of the 2nd International Workshop on Multimodal and Responsible Affective Computing, pp. 1 - 6, http://dx.doi.org/10.1145/3689092.3690042

Fernandez-Rojas R; Joseph C; Hirachan N; Seymour B; Goecke R, 2024, 'The AI4Pain Grand Challenge 2024: Advancing Pain Assessment with Multimodal fNIRS and Facial Video Analysis', in Proceedings 2024 12th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos Aciiw 2024, Institute of Electrical and Electronics Engineers (IEEE), SCOTLAND, Glasgow, pp. 55 - 60, presented at 2024 12th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW), SCOTLAND, Glasgow, 15 September 2024 - 15 September 2024, http://dx.doi.org/10.1109/ACIIW63320.2024.00012

Bargshady G; Joseph C; Hirachan N; Goecke R; Rojas RF, 2024, 'Acute Pain Recognition from Facial Expression Videos using Vision Transformers', 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. 1 - 4, presented at 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), United States, 15 July 2024 - 19 July 2024, http://dx.doi.org/10.1109/EMBC53108.2024.10781616

Baradaran Y; Rojas RF; Sousani M; Goecke R; Ghahramani M, 2024, 'An fNIRS Study on Standing Concurrent with Working Memory Task and Sensory Manipulation', in Proceedings International Symposium on Biomedical Imaging, Institute of Electrical and Electronics Engineers (IEEE), GREECE, Athens, pp. 1 - 5, presented at 2024 IEEE International Symposium on Biomedical Imaging (ISBI), GREECE, Athens, 27 May 2024 - 30 May 2024, http://dx.doi.org/10.1109/ISBI56570.2024.10635706

Hammal Z; Walter S; Berthouze N; Fernandez-Rojas R; Seymour B; Goecke R, 2024, 'Automated Assessment of Pain (AAP) and Multimodal Sensing Grand Challenge for Next-Gen Pain Assessment (AI4Pain)', in Proceedings 2024 12th International Conference on Affective Computing and Intelligent Interaction Workshops and Demos Aciiw 2024, pp. 1 - 3, http://dx.doi.org/10.1109/ACIIW63320.2024.00005

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

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

Bargshady G; Goecke R, 2023, 'An Investigation of Video Vision Transformers for Depression Severity Estimation from Facial Video Data', in Yan WQ; Nguyen M; Nand P; Li X (eds.), Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, Springer Nature, NEW ZEALAND, Auckland Univ Technol, City Campus, Auckland, pp. 211 - 220, presented at 11th Pacific-Rim Symposium on Image and Video Technology (PSIVT), NEW ZEALAND, Auckland Univ Technol, City Campus, Auckland, 22 November 2023 - 24 November 2023, http://dx.doi.org/10.1007/978-981-97-0376-0_16

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), CANADA, Ottawa, pp. 6161 - 6170, presented at Proceedings of the 31st ACM International Conference on Multimedia, CANADA, Ottawa, 29 October 2023 - 03 November 2023, http://dx.doi.org/10.1145/3581783.3613784

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), FRANCE, Sorbonne Univ, Paris, pp. 746 - 749, presented at INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, FRANCE, Sorbonne Univ, Paris, 09 October 2023 - 13 October 2023, http://dx.doi.org/10.1145/3577190.3616545

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), FRANCE, Sorbonne Univ, Paris, pp. 261 - 270, presented at INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION, FRANCE, Sorbonne Univ, Paris, 09 October 2023 - 13 October 2023, http://dx.doi.org/10.1145/3577190.3614130

Back to profile page