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Research Output 1999 2019

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Conference contribution
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

Head Movements
Interviews
Depression
Yaws
Major Depressive Disorder

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

Detectors
Testing
Processing
Long short-term memory

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

Gait analysis
Cameras
Aging of materials
Health
Sensors

Sway Risk Analysis Based on Age Group Classification

Ismail, H., Radwan, I., Suominen, H., Waddington, G. & 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. 392-398 7 p. 8856843. (Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS).

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

Risk analysis
Brain
Aging of materials
Health
Experiments
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

Students
2017
2 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

7 Citations (Scopus)

A Video-Based Facial Behaviour Analysis Approach to Melancholia

BHATIA, S., HAYAT, M., Breakspear, M., Parker, G. & GOECKE, R., 30 May 2017, Proceedings of the IEEE International Conference on Automatic Face and Gesture Recognition (FG 2017). Washington DC, USA: IEEE, Institute of Electrical and Electronics Engineers, p. 754-761 8 p. 7961817. (2017 12TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG 2017)).

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

Depressive Disorder
Depression
Anhedonia
Speech Perception
Mood Disorders
2 Citations (Scopus)

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

Depression
Language
Mental Health
Research
9 Citations (Scopus)

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), VOLS 1-6. Stockholm, Sweden: International Speech Communication Association (ISCA), 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
Elicitation
Linguistics
Acoustics
Speech Processing
Complexity Measure
56 Citations (Scopus)

From individual to group-level emotion recognition: EmotiW 5.0

Dhall, A., Goecke, R., Ghosh, S., Joshi, J., Hoey, J. & Gedeon, T., 3 Nov 2017, ICMI 2017 - Proceedings of the 19th ACM International Conference on Multimodal Interaction. Lank, E., Hoggan, E., Subramanian, S., Vinciarelli, A. & Brewster, S. A. (eds.). New York, New York, USA: ACM Press, New York, NY USA, p. 524-528 5 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

Benchmarking
2 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

3 Citations (Scopus)

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

Video cameras
Recurrent neural networks
Brain
Aging of materials
Cameras
8 Citations (Scopus)

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

Fusion reactions
Uncertainty
11 Citations (Scopus)

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
Electric fuses
Neural networks
Deep learning
2016
15 Citations (Scopus)
2 Downloads (Pure)

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
Depression
Emotions
Acoustics
Mental Health
Arousal
12 Citations (Scopus)
2 Downloads (Pure)

Cross-Cultural Depression Recognition from Vocal Biomarkers

Alghowinem, S., GOECKE, R., Epps, J., WAGNER, M. & Cohn, J., 2016, Proceedings of Interspeech 2016. Morgan, N. (ed.). San Francisco: International Speech Communication Association (ISCA), Vol. 08-12-September-2016. p. 1943-1947 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
biomarker
detection
5 Citations (Scopus)

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

Benchmarking
73 Citations (Scopus)
3 Downloads (Pure)

EmotiW 2016: Video and Group-Level Emotion Recognition Challenges

Dhall, A., GOECKE, R., Joshi, J., Hoey, J. & Gedeon, T., 2016, ICMI 2016 - Proceedings of the 18th ACM International Conference on Multimodal Interaction. Nakano, Y. I., André, E., Nishida, T., Morency, L-P., Busso, C. & Pelachaud, C. (eds.). New York: Association for Computing Machinery (ACM), Vol. 1. p. 427-432 6 p. (ICMI 2016 - Proceedings of the 18th ACM International Conference on Multimodal Interaction).

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

14 Citations (Scopus)
1 Downloads (Pure)

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

Long short-term memory
2015
17 Citations (Scopus)

A temporally piece-wise fisher vector approach for depression analysis

DHALL, A. & GOECKE, R., 2015, 2015 International Conference on Affective Computing and Intelligent Interaction, ACII 2015. Lowie, R., Ji, Q. & Tao, J. (eds.). China: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 255-259 5 p. 7344580. (2015 International Conference on Affective Computing and Intelligent Interaction, ACII 2015).

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

Agglomeration
Experiments
15 Citations (Scopus)
16 Downloads (Pure)

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
Interviews
Germany
Healthy Volunteers
Head
Datasets

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
Glossaries

Dominant interaction group detection in team sports

BOZORGTABAR, B. & GOECKE, R., 2015, 21st ACM SIGKDD Conference on knowledge discovery and data mining: Proceedings of the largescale sports analysis workshop. Joachims, T. & Webb, G. (eds.). Sydney: Association for Computing Machinery (ACM), p. 1-4 4 p.

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

Sports
Experiments
1 Downloads (Pure)

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

Glossaries
1 Citation (Scopus)

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

Sports
1 Downloads (Pure)

Multi-level action detection via learning latent structure

BOZORGTABAR, B. & GOECKE, R., 27 Sep 2015, Proceedings of the IEEE International conference on image processing (ICIP 2015). Chopde, A. M. & Vatti, R. (eds.). Quebec City, Canada: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 3004-3008 5 p. 7351354. (Proceedings - International Conference on Image Processing, ICIP; vol. 2015-December).

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

Classifiers
Sports
Labels
Composite materials
Experiments

Player falling detection in soccer matches video

ORUGANTI, R. & GOECKE, R., 2015, Proceedings of the large scale sports analysis workshop, 21st ACM SIGKDD Conference on knowledge discovery and data mining. Joachims, T. & Webb, G. (eds.). Sydney: Association for Computing Machinery (ACM), Vol. 1. p. 1-4 4 p.

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

Sports
Health
8 Citations (Scopus)

Play with me - Measuring a child's engagement in a social interaction

RAJAGOPALAN, S., ORUGANTI, R., GOECKE, R. & Rozga, A., 4 May 2015, 2015 11th IEEE International conference and workshop on Automatic face and gesture recognition (FG 2015). Bowyer, K., Leonardo, A. & Cohn, J. (eds.). Ljubljana, Slovenia: IEEE, Vol. 1. p. 1-8 8 p. (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

Optical flows
Experiments
3 Downloads (Pure)

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
Feature extraction
Experiments
42 Citations (Scopus)

The more the merrier: Analysing the affect of a group of people in images

DHALL, A., Joshi, J., Sikka, K., GOECKE, R. & Sebe, N., 4 May 2015, 11th IEE International conference and workshop on Automatic face and gesture recognition (FG 2015). Bowyer, K., Leonardis, A. & Cohn, J. (eds.). Slovenia: IEEE, Vol. 1. p. 1-8 8 p. 7163151. (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
Display devices
116 Citations (Scopus)

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

2014
5 Citations (Scopus)
2 Downloads (Pure)

A Discriminative Parts Based Model Approach for Fiducial Points Free and Shape Constrained Head Pose Normalisation in the Wild

DHALL, A., Sikka, K., Littlewort, G., GOECKE, R. & Bartlett, M., 2014, 2014 IEEE Winter Conference on Applications of Computer Vision. Piscataway: IEEE, p. 1028-1035 8 p. (2014 IEEE Winter Conference on Applications of Computer Vision, WACV 2014).

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

Open Access
File
Textures
Detectors
Kinematics
Experiments
18 Citations (Scopus)
2 Downloads (Pure)

Automatic prediction of perceived traits using visual cues under varied situational context

Joshi, J., Gunes, H. & GOECKE, R., 2014, 2014 22nd International Conference on Pattern Recognition. Borga (ed.). USA: IEEE, Institute of Electrical and Electronics Engineers, p. 2855-2860 6 p. 6977205. (Proceedings - International Conference on Pattern Recognition).

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

3 Citations (Scopus)
3 Downloads (Pure)

Dense Body Part Trajectories for Human Action Recognition

ORUGANTI, R., RADWAN, I. H. I. & GOECKE, R., 2014, 2014 IEEE International Conference on Image Processing, ICIP 2014. Pesquet-Popescu & Fowler (eds.). Paris, France: IEEE, Institute of Electrical and Electronics Engineers, p. 1465-1469 5 p. 7025293. (2014 IEEE International Conference on Image Processing, ICIP 2014).

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

Trajectories
3 Citations (Scopus)

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

Human computer interaction
8 Citations (Scopus)
4 Downloads (Pure)

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

Experiments
105 Citations (Scopus)

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

17 Citations (Scopus)

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

Emotions
Pupil
Motion Pictures
Eye Movements
Surgical Instruments
2 Downloads (Pure)

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

Conjugate gradient method
Glossaries
Lighting
Experiments

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

Glossaries
Feature extraction
Computational complexity
2 Citations (Scopus)

The influence of temporal information on human action recognition with large number of classes

ORUGANTI, R. & GOECKE, R., 25 Nov 2014, 2014 International Conference on Digital Image Computing: Techniques and Applications (DICTA 2014): Techniques and Applications, DICTA 2014. Phung, S. L., Bouzerdoum, A., Ogunbona, P., Li, W. & Wang, L. (eds.). Wollongong Austraia: IEEE, Institute of Electrical and Electronics Engineers, p. 1-8 8 p. 7008131. (2014 International Conference on Digital Image Computing: Techniques and Applications, DICTA 2014).

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

2013
32 Citations (Scopus)

A comparative study of different classifiers for detecting depression from spontaneous speech

Alghowinem, S., Goecke, R., Wagner, M., Epps, J., Gedeon, T., Breakspear, M. & Parker, G., 2013, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Ward, R. & Deng, L. (eds.). Vancouver, British Columbia, Canada: IEEE, Institute of Electrical and Electronics Engineers, p. 8022-8026 5 p.

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

Classifiers
Fusion reactions
Support vector machines
Multilayer neural networks
Neural networks

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

Classifiers
Feature extraction
Experiments

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

Speech processing
Linguistics
Specifications
37 Citations (Scopus)
5 Downloads (Pure)

Can Body Expressions Contribute to Automatic Depression Analysis?

Joshi, J., GOECKE, R., Parker, G. & Breakspear, M., 2013, IEEE International Conference on Automated Face and Gesture Recognition FG2013. Chellappa, R., Chen, X. & Ji, Q. (eds.). Shanghai, China: IEEE, Institute of Electrical and Electronics Engineers, Vol. 1. p. 1-7 7 p.

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

Health
Monitoring
Experiments
16 Citations (Scopus)

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
Analysis of variance (ANOVA)
Monitoring
Psychiatry
46 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

Acoustics
Jitter
51 Citations (Scopus)

Diagnosis of depression by behavioural signals: A multimodal approach

Cummins, N., Joshi, J., Dhall, A., Sethu, V., Goecke, R. & Epps, J., 2013, AVEC 2013 - Proceedings of the 3rd ACM International Workshop on Audio/Visual Emotion Challenge. Schuller, B., Valstar, M., Cowie, R., Pantic, M. & Krajewski, J. (eds.). Barcelona, Spain: Association for Computing Machinery (ACM), p. 11-20 10 p.

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

Audio acoustics
Fusion reactions
18 Citations (Scopus)

Emotion Recognition In The Wild Challenge (EmotiW) challenge and workshop summary

Dhall, A., Goecke, R., Joshi, J., Wagner, M. & Gedeon, T., 9 Dec 2013, ICMI 2013 - Proceedings of the 2013 ACM International Conference on Multimodal Interaction. New Yrok, NY, USA: ACM, p. 371-372 2 p.

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

100 Citations (Scopus)
3 Downloads (Pure)

Emotion Recognition In The Wild Challenge 2013

Dhall, A., GOECKE, R., Joshi, J., WAGNER, M. & Gedeon, T., 2013, ICMI'13 : Proceedings of the 15th ACM International Conference on Multimodal Interaction. Epps, J., Chen, F., Oviatt, S. & Mase, K. (eds.). New York, USA: ACM, p. 509-516 8 p.

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

Open Access