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Research Output 1999 2019

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Article
2019

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. 16 p.

Research output: Contribution to journalArticle

Social sciences
Support vector machines
Time series
Experiments
1 Citation (Scopus)

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

Linguistics
Discrimination
Disorder
Baseline
Acoustics

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

text analysis
Dependent
Linguistics
stimulus
linguistics
4 Downloads (Pure)

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
emotions
clips
Motion Pictures
Surgical Instruments
Emotions
1 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
Closed circuit television systems
Discriminators
Deep neural networks
Internet of things
2018
2 Citations (Scopus)
Head Movements
Lactic Acid

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

Cameras
Trajectories
Target tracking
Lighting
Experiments
8 Citations (Scopus)

Multimodal Depression Detection: Fusion Analysis of Paralinguistic, Head Pose and Eye Gaze Behaviors

Alghowinem, S., GOECKE, R., WAGNER, M., Epps, J., Hyett, M., Parker, G. & Breakspear, M., 1 Oct 2018, In : IEEE Transactions on Affective Computing. 9, 4, p. 478-490 13 p., 7763752.

Research output: Contribution to journalArticle

Open Access
File
Fusion reactions
Feature extraction
Support vector machines
Monitoring
Experiments
7 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

World Wide Web
Agglomeration
Internet
Experiments
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

Fusion reactions
Experiments
3 Citations (Scopus)
4 Downloads (Pure)

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
Target tracking
Trajectories
Sports
2015
47 Citations (Scopus)
4 Downloads (Pure)

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

Experiments
Display devices
12 Citations (Scopus)

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

Trajectories
Optical flows
Flow fields
Sampling
2014
10 Citations (Scopus)
3 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
Genetic algorithms
Support vector machines
Hot Temperature
Computer vision
Classifiers
2013
61 Citations (Scopus)
2 Downloads (Pure)

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
Fusion reactions
Speech processing
Monitoring
Muscle
Experiments
2012
199 Citations (Scopus)
1 Downloads (Pure)

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

Recommender systems
12 Citations (Scopus)
1 Downloads (Pure)

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

Computer graphics
Linear regression
Computer vision
Industry
Textures
2011
15 Citations (Scopus)
2 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

Statistical Models
2009
56 Citations (Scopus)

Learning AAM fitting through simulation

Saragih, J. & Goecke, R., 2009, In : Pattern Recognition. 42, 11, p. 2628-2636 9 p.

Research output: Contribution to journalArticle

Open Access
Computational efficiency
Problem-Based Learning
2000

Collection of Korean Audio-video Speech Data

Jo, C., GOECKE, R. & Millar, J. B., Mar 2000, In : Speech Sciences. 7, 1, p. 5-15 11 p.

Research output: Contribution to journalArticle

Experiments