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Author

  • Roland Goecke
2013

Multimodal assistive technologies for depression diagnosis and monitoring

Joshi, J., GOECKE, R., Alghowinem, S., Dhall, A., WAGNER, M., Epps, J., Parker, G. & Breakspear, M., 2013, In : Journal on Multimodal User Interfaces. 7, 3, p. 217-228 12 p.

Research output: Contribution to journalArticle

Open Access
70 Citations (Scopus)
2 Downloads (Pure)

Monocular Image 3D Human Pose Estimation under Self-Occlusion

Radwan, I., Dhall, A. & GOECKE, R., 2013, Proceedings of the IEEE International Conference on Computer Vision (ICCV2013). Kutulakos, K., Torr, P., Seitz, S. & Ma, Y. (eds.). Piscataway, USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1888-1895 8 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

37 Citations (Scopus)
1 Downloads (Pure)
2012

Collecting Large, Richly Annotated Facial-Expression Databases from Movies

Dhall, A., Goecke, R., Lucey, S. & Gedeon, T., 2012, In : IEEE Multimedia. 19, 3, p. 34-41 8 p.

Research output: Contribution to journalArticle

Open Access
227 Citations (Scopus)
1 Downloads (Pure)
2013

Multi-view Multi-modal Gait Based Human Identity Recognition from Surveillance videos

Hossain, E., CHETTY, G. & GOECKE, R., 2013, Multimodal Pattern Recognition of Social Signals in Human-Computer-Interaction. Schwenker, F., Scherer, S. & Morency, L-P. (eds.). Berling Heidelberg: Springer, Vol. 7742. p. 88-99 12 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

6 Citations (Scopus)

AusTalk, The Australian Speech Database: Design Framework, Recording Experience and Localisation

Alghowinem, S., WAGNER, M. & GOECKE, R., 2013, 8th International Conference on IT in Asia 2013 (CITA'13). Labadin, J., Minoi, J-L., Iskandar, D. N. A. & Masli, A. B. (eds.). Malaysia: IEEE, Institute of Electrical and Electronics Engineers, p. 1-7 7 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

2014

Joint Sparsity-Based Robust Visual Tracking

Bozorgtabar, S. & GOECKE, R., 2014, 2014 IEEE International Conference on Image Processing (ICIP). Pesquet-Popescu & Fowler (eds.). Paris, France: IEEE, Institute of Electrical and Electronics Engineers, p. 4927-4931 5 p. 7025998. (2014 IEEE International Conference on Image Processing, ICIP 2014).

Research output: A Conference proceeding or a Chapter in BookConference contribution

2 Downloads (Pure)

Thermal spatio-temporal data for stress recognition

Sharma, N., DHALL, A., Gedeon, T. & GOECKE, R., 2014, In : Eurasip Journal on Image and Video Processing. 28, p. 1-7 7 p.

Research output: Contribution to journalArticle

Open Access
File
10 Citations (Scopus)
3 Downloads (Pure)
2016

Extending long short-term memory for multi-view structured learning

Rajagopalan, S., Morency, L-P., Baltrusaitis, T. & GOECKE, R., 2016, Proceedings of the European Conference on Computer Vision (ECCV 2016). Welling, M., Sebe, N., Matas, J. & Leibe, B. (eds.). Cham: Springer, Vol. 9911. p. 338-353 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9911 LNCS).

Research output: A Conference proceeding or a Chapter in BookConference contribution

22 Citations (Scopus)
1 Downloads (Pure)
2015

Riesz-based volume local binary pattern and a novel group expression model for group happiness intensity analysis

Huang, X., DHALL, A., Zhao, G., GOECKE, R. & Pietikainen, M., 2015, Proceedings of the British Machine Vision Conference (BMVC). Xie, X., Jones, M. W. & Tam, G. K. L. (eds.). Great Britain: BMVA Press, Vol. 1. p. 34.1-34.13 13 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
File
6 Downloads (Pure)
2017

Joint Registration and Representation Learning for Unconstrained Face Identification

HAYAT, M., Khan, S., Werghi, N. & GOECKE, R., 6 Nov 2017, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR’17). Honolulu, Hawaii, USA: IEEE, p. 1551-1560 10 p. (30TH IEEE CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2017)).

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
14 Citations (Scopus)

A multimodal system to characterise melancholia: Cascaded bag of words approach

Bhatia, S., Hayat, M. & Goecke, R., 3 Nov 2017, ICMI 2017 - Proceedings of the 19th ACM International Conference on Multimodal Interaction. Glasgow, United Kingdom: Association for Computing Machinery, Inc, p. 274-280 7 p. (ICMI 2017 - Proceedings of the 19th ACM International Conference on Multimodal Interaction; vol. 2017-January).

Research output: A Conference proceeding or a Chapter in BookConference contribution

2 Citations (Scopus)
2019

Automated Measurement of Head Movement Synchrony during Dyadic Depression Severity Interviews

BHATIA, S., GOECKE, R., Hammal, Z. & Cohn, J. F., 1 May 2019, Proceedings - 14th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2019. Danvers, United States: IEEE, Institute of Electrical and Electronics Engineers, p. 169-176 8 p. 8756509. (Proceedings - 14th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2019).

Research output: A Conference proceeding or a Chapter in BookConference contribution

2011

Static Facial Expression Analysis in Tough Conditions: Data, Evaluation Protocol and Benchmark

Dhall, A., Goecke, R., Gedeon, T. & Lucey, S., 6 Nov 2011, Proceedings of the 2011 IEEE International Conference on Computer Vision Workshops. Ekenel, H. K., Hua, G. & Shan, S. (eds.). Barcelona, Spain: IEEE, Institute of Electrical and Electronics Engineers, p. 2106-2112 7 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

161 Citations (Scopus)
2013

Adaptive Multiple Component Metric Learning for Robust Visual Tracking

BOZORGTABAR, B. & GOECKE, R., 2013, Neural Information Processing - Lecture Notes of Computer Science. Lee, M., Hirose, A., Hou, Z-G. & Kil, R. M. (eds.). Germany: Springer, Vol. 8228. p. 566-575 10 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Eye Movement Analysis For Depression Detection

Alghowinem, S., GOECKE, R., WAGNER, M., Parker, G. & Breakspear, M., 2013, 2013 IEEE International Conference on Image Processing ICIP2013. Lovell, B. & Suter, D. (eds.). Melbourne, Australia: IEEE, Institute of Electrical and Electronics Engineers, p. 4220-4224 5 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

42 Citations (Scopus)
2 Downloads (Pure)
2012

Neural-Net Classification for Spatio-Temporal Descriptor Based Depression Analysis

Dhall, J., Dhall, A., Goecke, R., Breakspear, M. & Parker, G., 15 Nov 2012, 21st International Conference on Pattern Recognition (ICPR 2012). Bowden, R. (ed.). Tsukuba, Japan: IEEE, Institute of Electrical and Electronics Engineers, p. 2634-2638 5 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

27 Citations (Scopus)
1 Downloads (Pure)
2015

Ordered trajectories for human action recognition with large number of classes

Ramana-Murthy, O. & GOECKE, R., 2015, In : Image and Vision Computing. 42, p. 22-34 13 p.

Research output: Contribution to journalArticle

13 Citations (Scopus)
2011

Regression based automatic face annotation for deformable model building

Asthana, A., Lucey, S. & Goecke, R., 2011, In : Pattern Recognition. 44, 11, p. 2598-2613 16 p.

Research output: Contribution to journalArticle

15 Citations (Scopus)
2 Downloads (Pure)
2019

Hierarchical Adversarial Network for Human Pose Estimation

RADWAN, I. H. I., Moustafa, N., Keating, B., Choo, K-K. R. & GOECKE, R., 2019, In : IEEE Access. 7, p. 103619-103628 10 p.

Research output: Contribution to journalArticle

Open Access
File
1 Downloads (Pure)

EmotiW 2019: Automatic emotion, engagement and cohesion prediction tasks

Dhall, A., Ghosh, S., Goecke, R. & Gedeon, T., 14 Oct 2019, ICMI 2019 - Proceedings of the 2019 International Conference on Multimodal Interaction. Gao, W., Ling Meng, H. M., Turk, M., Fussell, S. R., Schuller, B., Schuller, B., Song, Y. & Yu, K. (eds.). New York: Association for Computing Machinery, Inc, p. 546-550 5 p. (ICMI 2019 - Proceedings of the 2019 International Conference on Multimodal Interaction).

Research output: A Conference proceeding or a Chapter in BookConference contribution

Analyzing group-level emotion with global alignment kernel based approach

Huang, X., Dhall, A., Goecke, R., Pietikainen, M. K. & Zhao, G., 14 Nov 2019, In : IEEE Transactions on Affective Computing. p. 1-15 15 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)
2015

Cross cultural detection of depression from nonverbal behaviour

Alghowinem, S., GOECKE, R., Cohn, J., WAGNER, M., Parker, G. & Breakspear, M., 2015, 11th IEEE International conference and workshop on Automatic Face and Gesture Recognition 2015. Bowyer, K., Leonardis, A. & Cohn, J. (eds.). Slovenia: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 1-8 8 p. 7163113. (2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2015).

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
File
18 Citations (Scopus)
116 Downloads (Pure)
2019

An investigation of linguistic stress and articulatory vowel characteristics for automatic depression classification

Stasak, B., Epps, J. & GOECKE, R., 1 Jan 2019, In : Computer Speech and Language. 53, p. 140-155 16 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)
2018

EmotiW 2018: Audio-Video, Student Engagement and Group-Level Affect Prediction

Dhall, A., Kaur, A., GOECKE, R. & Gedeon, T., 16 Oct 2018, Proceedings of the 20th ACM International Conference on Multimodal Interaction (ICMI2018). New York, USA: ACM Association for Computing Machinery, p. 653-656 4 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

2019

Estimation of Missing Human Body Parts via Bidirectional LSTM

RADWAN, I. H. I., Asthana, A., ISMAIL, H., Keating, B. & GOECKE, R., 2019, Proceedings of the 2019 14th IEEE International Conference on Automatic Face & Gesture Recognition (FG 2019). Danvers, USA: IEEE, Institute of Electrical and Electronics Engineers, p. 443-447 5 p. 8756597. (Proceedings - 14th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2019).

Research output: A Conference proceeding or a Chapter in BookConference contribution

Automatic Depression Classification Based on Affective Read Sentences: Opportunities for Text-Dependent Analysis

Stasak, B., Epps, J. & Goecke, R., Dec 2019, In : Speech Communication. 115, p. 1-14 14 p.

Research output: Contribution to journalArticle

1 Citation (Scopus)
2012

Speaker Identification Using Glottal-Source Waveforms and Support-Vector-Machine Modelling

Vandyke, D., Wagner, M., Chetty, G. & Goecke, R., 2012, Proceedings of the 14th Australasian International Conference on Speech Science and Technology. Cox, F., Demuth, K., Lin, S., Miles, K., Palethrope, S., Shaw, J. & Yuen, I. (eds.). Sydney, Australia: Australasian Speech Science and Technology Association (ASSTA), p. 49-52 4 p. (ASSTA 2013).

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
2013

Relative Body Parts Movement for Automatic Depression Analysis

Joshi, J., Dhall, A., Goecke, R. & Cohn, J., 2013, Fifth Biannual Humaine Association Conference on Affective Computing and Intelligent Interaction. Pun, T., Pelachaud, C. & Sebe, N. (eds.). Geneva, Switzerland: IEEE, Institute of Electrical and Electronics Engineers, p. 492-497 6 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

22 Citations (Scopus)
2015

Enhanced Laplacian Group Sparse Learning with Lifespan Outlier Rejection for Visual Tracking

Bozorgtabar, S. & GOECKE, R., 2015, 12th Asian Conference on Computer Vision (ACCV 2014): Lecture Notes in Computer Science. Cremers, D., Saito, H., Reid, I. & Yang, M-H. (eds.). Switzerland: Springer, Vol. 9007. p. 564-578 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9007).

Research output: A Conference proceeding or a Chapter in BookConference contribution

1 Downloads (Pure)
2019

Gait Estimation and Analysis from Noisy Observations

Ismail, H., Radwan, I., Suominen, H. & Goecke, R., 2019, 2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC). Barbieri, R. (ed.). IEEE, Institute of Electrical and Electronics Engineers, p. 2707-2712 6 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

2013

Self-Stimulatory Behaviours in the Wild for Autism Diagnosis

RAJAGOPALAN, S., Dhall, A. & GOECKE, R., 2013, Proceedings of the IEEE International Conference on Computer Vison Workshops (ICCV2013). Forsyth, D., Li, Y. & Rehg, J. M. (eds.). Piscataway, USA: IEEE, Institute of Electrical and Electronics Engineers, p. 755-761 7 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
11 Citations (Scopus)

Voice source waveforms for utterance level speaker identification using support vector machines

VANDYKE, D., Wagner, M. & Goecke, R., 2013, 2013 8th International Conference on Information Technology in Asia - Smart Devices Trend: Technologising Future Lifestyle, Proceedings of CITA 2013. Labadin, J., Minoi, J-L., Iskandar, D. N. A. & Bujang, A. (eds.). Malaysia: IEEE, Institute of Electrical and Electronics Engineers, p. 1-7 7 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

4 Citations (Scopus)
2018
3 Citations (Scopus)

Multi-modal Framework for Analyzing the Affect of a Group of People

Huang, X., Dhall, A., Goecke, R., Pietikainen, M. & Zhao, G., Oct 2018, In : IEEE Transactions on Multimedia. 20, 10, p. 2706-2721 16 p.

Research output: Contribution to journalArticle

9 Citations (Scopus)
2013

Ordered Trajectories for Large Scale Human Action Recognition

ORUGANTI, R. & GOECKE, R., 2 Dec 2013, Proceedings of the IEEE International Conference on Computer Vision (ICCV2013) Workshops. Laptev, I., Piccardi, M., Shah, M. & Sukthankar, R. (eds.). Piscataway, USA: IEEE, Institute of Electrical and Electronics Engineers, p. 412-419 8 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

29 Citations (Scopus)
2015

Automatic group happiness intensity analysis

Dhall, A., GOECKE, R. & Gedeon, T., 2015, In : IEEE Transactions on Affective Computing. 6, 1, p. 13-26 14 p., 7029085.

Research output: Contribution to journalArticle

55 Citations (Scopus)
4 Downloads (Pure)
2016

Efficient multi-target tracking via discovering dense subgraphs

BOZORGTABAR, B. & GOECKE, R., 2016, In : Computer Vision and Image Understanding. 144, C, p. 205-216 12 p.

Research output: Contribution to journalArticle

Open Access
File
4 Citations (Scopus)
9 Downloads (Pure)
2015

Discriminative multi-task sparse learning for robust visual tracking using conditional random field

Bozorgtabar, S. & GOECKE, R., 2015, 2014 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2014. Bouzerdoum, A., Wang, L., Ogunbona, P., Li, W. & Phung, S. L. (eds.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1-8 8 p. 7008102. (2014 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2014).

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
File
2016

An Investigation of Emotional Speech in Depression Classification

Stasek, B., Epps, J., Cummins, N. & GOECKE, R., 2016, 17TH ANNUAL CONFERENCE OF THE INTERNATIONAL SPEECH COMMUNICATION ASSOCIATION (INTERSPEECH 2016), VOLS 1-5. Morgan, N. (ed.). San Francisco: International Speech Communication Association, p. 485-489 5 p. (Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH).

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
16 Citations (Scopus)
2 Downloads (Pure)
2011

A SSIM-Based Approach for Finding Similar Facial Expressions

Dhall, A., Asthana, A. & Goecke, R., 2011, 2011 IEEE International Conference on Automatic Face Gesture Recognition and Workshop. Bowyer, K., Bartlett, M. & Stiefelhagen, R. (eds.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 815-820 6 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
File
6 Citations (Scopus)
3 Downloads (Pure)
2012

Group expression intensity estimation in videos via Gaussian Processes

Dhall, A. & Goecke, R., 2012, Proceedings International Conference on Pattern Recognition (ICPR 2012). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 3525-3528 4 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
File
17 Citations (Scopus)
8 Downloads (Pure)
2011

Building an audio-visual corpus of Australian English: large corpus collection with an economical portable and replicable Black Box

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., 28 Aug 2011, INTERSPEECH 2011 12th Annual Conference of the International Speech Comm. Assoc.. Cosi, P., Mori, R. D., Fabbrizio, G. D. & Pieraccini, R. (eds.). Florence, Italy: International Speech Communication Association, p. 841-844 4 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
File
27 Citations (Scopus)
4 Downloads (Pure)
2012

Facial Performance Transfer via Deformable Models and Parametric Correspondence

Asthana, A., De La Hunty, M., Dhall, A. & Goecke, R., Sep 2012, In : IEEE Transactions on Visualization and Computer Graphics. 18, 9, p. 1511-1519 9 p.

Research output: Contribution to journalArticle

12 Citations (Scopus)
1 Downloads (Pure)
2013

Modeling Spectral Variability for the Classification of Depressed Speech

Cummins, N., Epps, J., Sethu, V., Breakspear, M. & GOECKE, R., 2013, 14th Annual Conference of the International Speech Communication Association (INTERSPEECH 2013): Speech in Life Sciences and Human Societies. Bimbot, F., Fougeron, C. & Pellegrino, F. (eds.). Lyon, France: International Speech Communication Association, Vol. 2. p. 857-861 5 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
29 Citations (Scopus)
2 Downloads (Pure)
2014

Emotion Recognition in the Wild Challenge 2014: Baseline, Data and Protocol

DHALL, A., GOECKE, R., Joshi, J., Sikka, K. & Gedeon, T., 2014, ICMI 2014 - Proceedings of the 2014 International Conference on Multimodal Interaction. Salah, Cohn & Schuller (eds.). USA: Association for Computing Machinery (ACM), p. 461-466 6 p. (ICMI 2014 - Proceedings of the 2014 International Conference on Multimodal Interaction).

Research output: A Conference proceeding or a Chapter in BookConference contribution

114 Citations (Scopus)
2017

Investigating word affect features and fusion of probabilistic predictions incorporating uncertainty in AVEC 2017

Dang, T., Stasak, B., Huang, Z., Jayawardena, S., Atcheson, M., Hayat, M., Le, P., Sethu, V., Goecke, R. & Epps, J., 23 Oct 2017, AVEC 2017 - Proceedings of the 7th Annual Workshop on Audio/Visual Emotion Challenge, co-located with MM 2017. Mountain View, USA: ACM Association for Computing Machinery, p. 27-35 9 p. (AVEC 2017 - Proceedings of the 7th Annual Workshop on Audio/Visual Emotion Challenge, co-located with MM 2017).

Research output: A Conference proceeding or a Chapter in BookConference contribution

10 Citations (Scopus)
2012

Regression based pose estimation with automatic occlusion detection and rectification

Radwan, I., Dhall, A., Dhall, J. & Goecke, R., 2012, Proceedings - IEEE International Conference on Multimedia and Expo (ICME 2012). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 121-127 7 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
File
10 Citations (Scopus)
2 Downloads (Pure)
2017

Heart Rate Estimation From Facial Videos for Depression Analysis

Mustafa, A., Bhatia, S., Hayat, M. & Goecke, R., 23 Oct 2017, Proceedings of the 2017 Seventh International Conference on Affective Computing and Intelligent Interaction (ACII 2017). San Antonio, TX, USA: IEEE, Institute of Electrical and Electronics Engineers, p. 498-503 6 p. (2017 SEVENTH INTERNATIONAL CONFERENCE ON AFFECTIVE COMPUTING AND INTELLIGENT INTERACTION (ACII)).

Research output: A Conference proceeding or a Chapter in BookConference contribution

2019

Evaluating and Validating Emotion Elicitation Using English and Arabic Movie Clips on a Saudi Sample

Alghowinem, S., Goecke, R., Wagner, M. & Alwabil, A., 14 May 2019, In : Sensors. 19, 10, p. 1-31 31 p., 2218.

Research output: Contribution to journalArticle

Open Access
File
3 Citations (Scopus)
10 Downloads (Pure)
2011

An Investigation of Depressed Speech Detection: Features and Normalization

Cummins, N., Epps, J., Breakspear, M. & Goecke, R., 27 Aug 2011, INTERSPEECH 2011 12th Annual Conference of the International Speech Comm. Assoc.. Cosi, P., Mori, R. D., Fabbrizio, G. D. & Pieraccini, R. (eds.). Florence, Italy: International Speech Communication Association, p. 2997-3000 4 p.

Research output: A Conference proceeding or a Chapter in BookConference contribution

Open Access
File
65 Citations (Scopus)
10 Downloads (Pure)