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Author

  • Roland Goecke
2013

Characterising Depressed Speech for Classification

Alghowinem, S., GOECKE, R., WAGNER, M., Epps, J., Parker, G. & Breakspear, M., 2013, 14th Annual Conference of the International Speech Communication Association Interspeech 2013. Bimbot, F., Fougeron, C. & Pellegrino, F. (eds.). Lyon, France: International Speech Communication Association, p. 2534-2538 5 p.

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

Open Access
16 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)
2014

Exploring eye activity as an indication of emotional states using an eye-tracking sensor

Alghowinem, S., Alshehri, M., GOECKE, R. & WAGNER, M., 2014, Intelligent Systems for Science and Information: Extended and Selected Results from the Science and Information Conference 2013. Chen, L., Kapoor, S. & Bhatia, R. (eds.). Germany: Springer, Vol. 542. p. 261-276 16 p. (Studies in Computational Intelligence; vol. 542).

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

23 Citations (Scopus)
2013

Head Pose and Movement Analysis as an Indicator of Depression

Alghowinem, S., GOECKE, R., WAGNER, M., Parker, G. & Breakspear, M., 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. 283-288 6 p.

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

44 Citations (Scopus)
2014

Design of an Emotion Elicitation Framework for Arabic Speakers

Alghowinem, S., Alghuwinem, S., Alshehri, M., Alwabil, A., GOECKE, R. & WAGNER, M., 2014, Human-Computer Interaction: Advanced Interaction Modalities and Techniques - 16th International Conference, HCI International 2014, Proceedings. Kurosu, M. (ed.). PART 2 ed. Germany: Springer, p. 717-728 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8511 LNCS).

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

3 Citations (Scopus)
2016

Dimensionality reduction of Fisher vectors for human action recognition

ORUGANTI, R. & GOECKE, R., 2016, In : IET Computer Vision. 10, 5, p. 392-397 6 p.

Research output: Contribution to journalArticle

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)

R-Norm: Improving Inter-Speaker Variability Modelling at the Score Level via Regression Score Normalisation

Vandyke, D., WAGNER, M. & GOECKE, R., 2013, 14th Annual Conference of the International Speech Communication Association (INTERSPEECH 2013): Speech in Life Sciences and Human Society. Bimbot, F., Fougeron, C. & Pellegrino, F. (eds.). Lyon, France: International Speech Communication Association, Vol. 5. p. 3117-3121 5 p.

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

Open Access
2 Citations (Scopus)
2019

Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks

Mustafa, A., Khan, S. H., Hayat, M., Goecke, R., Shen, J. & Shao, L., 27 Oct 2019, Proceedinsg of the 2019 IEEE/CVF International Conference on Computer Vision (ICCV 2019). Lee, K. M., Forsyth, D., Pollefeys, M. & Tang, X. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 3384-3393 10 p.

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

Open Access
2 Citations (Scopus)
2014

Detecting Self-Stimulatory Behaviours for Autism Diagnosis

RAJAGOPALAN, S. & GOECKE, R., 2014, 2014 IEEE International Conference on Image Processing, ICIP 2014. Paris, France: IEEE, Institute of Electrical and Electronics Engineers, p. 564-578 15 p. 7025294. (2014 IEEE International Conference on Image Processing, ICIP 2014).

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

8 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)
2014

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)
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)
2012

An Improved NN Training Scheme Using Two-Stage LDA Features for Face Recognition

Bozorgtabar, S. & Goecke, R., 2012, Neural Information Processing - LNCS 7667. Huang, T., Zeng, Z., Li, C. & Leung, C. S. (eds.). Berlin Heidelberg: Springer, p. 662-671 10 p.

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

1 Citation (Scopus)
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)

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)

Facial Response to Video Content in Depression

McIntyre, G., Goecke, R., Breakspear, M. & Parker, G., 2011, Proceedings of the MMCogEmS Workshop 2011 at the 13th Int. Conf. on Multimodal Interaction. Chen, F., Epps, J., Ruiz, N. & Choi, E. (eds.). Sydney, Australia: NICTA, p. 1-2 2 p.

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

Open Access
2015

Injury mechanism classification in soccer videos

ORUGANTI, R. & GOECKE, R., 2015, 2015 IEEE International conference on computer vision workshop (ICCVW). Medioni, G. & Camps, O. (eds.). California: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 774-779 6 p.

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

1 Citation (Scopus)
2018

MSMCT: Multi-State Multi-Camera Tracker

BOZORGTABAR, B. & GOECKE, R., 1 Dec 2018, In : IEEE Transactions on Circuits and Systems for Video Technology. 28, 12, p. 3361-3376 16 p., 8048028.

Research output: Contribution to journalArticle

1 Citation (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)

Detecting depression: A comparison between spontaneous and read speech

Alghowinem, S., Goecke, R., Wagner, M., Epps, J., Breakspear, M. & Parker, G., 2013, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Ward, R. & Deng, L. (eds.). Canada: IEEE, Institute of Electrical and Electronics Engineers, p. 7547-7551 5 p.

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

50 Citations (Scopus)
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)
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)
2017

Elicitation design for acoustic depression classification: An investigation of articulation effort, linguistic complexity, and word affect

Stasak, B., Epps, J. & Goecke, R., 20 Aug 2017, 18th Annual Conference of the International Speech Communication Association (INTERSPEECH 2017). Stockholm, Sweden: International Speech Communication Association (ISCA), Vol. 1-6. p. 834-838 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
9 Citations (Scopus)
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)
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

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)
2015

Video and Image based Emotion Recognition Challenges in the Wild: EmotiW 2015

DHALL, A., ORUGANTI, R., GOECKE, R., Joshi, J. & Gedeon, T., 9 Nov 2015, ICMI 2015 - Proceedings of the 2015 ACM International Conference on Multimodal Interaction. Cohen, P. R. (ed.). Seattle, USA: The Association for Computing Machinery, p. 423-426 4 p. (ICMI 2015 - Proceedings of the 2015 ACM International Conference on Multimodal Interaction).

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

125 Citations (Scopus)

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

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

2017

Human Postural Sway Estimation from Noisy Observations

ISMAIL, H., RADWAN, I. H. I., SUOMINEN, H., WADDINGTON, G. & GOECKE, R., 30 May 2017, Proceedings of the 12th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2017). Bowyer, K., Chellappa, R. & Cohn, J. (eds.). Washington DC: IEEE, Institute of Electrical and Electronics Engineers, p. 454-461 8 p. 7961776. (2017 12TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG 2017)).

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

3 Citations (Scopus)

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

2020

Feature Map Augmentation to Improve Rotation Invariance in Convolutional Neural Networks

Kumar, D., Sharma, D. & Goecke, R., 2020, Advanced Concepts for Intelligent Vision Systems - 20th International Conference, ACIVS 2020, Proceedings. Blanc-Talon, J., Delmas, P., Philips, W., Popescu, D. & Scheunders, P. (eds.). Switzerland: Springer, p. 348-359 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12002 LNCS).

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)

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)
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)
2012

Correcting Pose Estimation with Implicit Occlusion Detection and Rectification

RADWAN, I. H. I., Dhall, A. & Goecke, R., 2012, The 2012 21th International Conference on Pattern Recognition (ICPR2012). Tsukuba, Japan: IEEE, Institute of Electrical and Electronics Engineers, p. 3496-3499 4 p. (International Conference on Pattern Recognition).

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

1 Downloads (Pure)
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)
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)
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

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)
2017

Detection of Universal Cross-Cultural Depression Indicators from the Physiological Signals of Observers

Plested, J. F., Gedeon, T., Zhu, X. Y., DHALL, A. & GOECKE, R., 20 Oct 2017, Proceedings of the 2017 Seventh International Conference on Affective Computing and Intelligent Interaction Workshops and Demos (ACIIW 2017). San Antonio, TX, USA: IEEE, Institute of Electrical and Electronics Engineers, p. 185-192 8 p.

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

3 Citations (Scopus)
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)
2016

Emotion recognition in the wild challenge 2016

Dhall, A., GOECKE, R., Joshi, J. & Gedeon, T., 12 Nov 2016, Proceedings of the 18th ACM International Conference on Multimodal Interaction (ICMI2016). Pelachaud, C., Nakano, Y. I., Nishida, T., Busso, C., Morency, L-P. & Andre, E. (eds.). ACM New York, USA, p. 587-588 2 p. (ICMI 2016 - Proceedings of the 18th ACM International Conference on Multimodal Interaction).

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

7 Citations (Scopus)
2013

Modeling Stress Using Thermal Facial Patterns: A Saptio-Temporal Approach

Sharma, N., Dhall, A., Gedeon, T. & GOECKE, R., 2013, Fifth Biannual Humaine Association Conference on Affective Computing and Intelligent Interaction. Pun, T., Pelachaud, C. & Sebe, N. (eds.). Geneva: IEEE, Institute of Electrical and Electronics Engineers, p. 387-392 6 p.

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

13 Citations (Scopus)

Robust Visual Vocabulary Tracking Using Hierarchical Model Fusion

BOZORGTABAR, B. & GOECKE, R., 2013, 2013 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2013). Souza, P. D., Engelke, U. & Rahman, A. (eds.). United States: IEEE, Institute of Electrical and Electronics Engineers, p. 442-449 8 p.

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

On the Effect of Human Body Parts in Large Scale Human Behaviour Recognition

ORUGANTI, R., Radwan, I., Dhall, A. & GOECKE, R., 2013, Proceedings of the 2013 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2013). Souza, P. D., Engelke, U. & Rahman, A. (eds.). Piscataway, USA: IEEE, Institute of Electrical and Electronics Engineers, p. 1-8 8 p.

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

4 Citations (Scopus)
2014

Robust visual tracking via rank-constrained sparse learning

Bozorgtabar, S. & GOECKE, R., 25 Nov 2014, 2014 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2014): Techniques and Applications, DICTA 2014. Bouzerdoum, A., Wang, L., Ogunbona, P., Li, W. & Phung, S. L. (eds.). Wollongong: IEEE, p. 1-7 7 p. 7008129. (2014 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2014).

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