List of works - Roland Göcke

A Hybrid Fuzzy Approach for Human Eye Gaze Pattern Recognition

scholarly article by Dingyun Zhu et al published 2009 in Lecture Notes in Computer Science

A Nonlinear Discriminative Approach to AAM Fitting

A Quadratic Deformation Model for Facial Expression Recognition

A SSIM-based approach for finding similar facial expressions

A Video-Based Facial Behaviour Analysis Approach to Melancholia

A Wavelet-Based Approach to Image Feature Stability Assessment

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

article published in 2013

A discriminative parts based model approach for fiducial points free and shape constrained head pose normalisation in the wild

scholarly article published March 2014

A temporally piece-wise fisher vector approach for depression analysis

scholarly article published September 2015

Adaptive Multiple Component Metric Learning for Robust Visual Tracking

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

An Investigation of Emotional Speech in Depression Classification

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

AusTalk — The Australian speech database: Design framework, recording experience and localisation

Automatic Group Happiness Intensity Analysis

scholarly article by Abhinav Dhall et al published 1 January 2015 in IEEE Transactions on Affective Computing

Automatic Parametrisation for an Image Completion Method Based on Markov Random Fields

Automatic Prediction of Perceived Traits Using Visual Cues under Varied Situational Context

Automatic frontal face annotation and AAM building for arbitrary expressions from a single frontal image only

Biologically Inspired Contrast Enhancement Using Asymmetric Gain Control

Can body expressions contribute to automatic depression analysis?

Collecting Large, Richly Annotated Facial-Expression Databases from Movies

Cross-Cultural Depression Recognition from Vocal Biomarkers

Cross-Cultural Detection of Depression from Nonverbal Behaviour

scientific article

Current trends in joint audio-video signal processing: a review

article

Dense body part trajectories for human action recognition

Design of an Emotion Elicitation Framework for Arabic Speakers

Detecting depression: A comparison between spontaneous and read speech

scientific article published in May 2013

Detecting self-stimulatory behaviours for autism diagnosis

scholarly article published October 2014

Diagnosis of depression by behavioural signals

Dimensionality reduction of Fisher vectors for human action recognition

Discriminative Multi-Task Sparse Learning for Robust Visual Tracking Using Conditional Random Field

Efficient multi-target tracking via discovering dense subgraphs

scholarly article by Behzad Bozorgtabar & Roland Goecke published March 2016 in Computer Vision and Image Understanding

Elicitation Design for Acoustic Depression Classification: An Investigation of Articulation Effort, Linguistic Complexity, and Word Affect

EmotiW 2016: video and group-level emotion recognition challenges

EmotiW 2018

Emotion Recognition In The Wild Challenge 2014

Emotion recognition in the wild

Emotion recognition in the wild challenge (EmotiW) challenge and workshop summary

Emotion recognition in the wild challenge 2013

Emotion recognition in the wild challenge 2016

Emotion recognition using PHOG and LPQ features

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

Evaluating AAM fitting methods for facial expression recognition

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

scientific article

Exploring Eye Activity as an Indication of Emotional States Using an Eye-Tracking Sensor

article by Sharifa Alghowinem et al published 2014 in Studies in Computational Intelligence

Extending Long Short-Term Memory for Multi-View Structured Learning

Eye movement analysis for depression detection

scholarly article published September 2013

Facial Expression Based Automatic Album Creation

article published in 2010

Facial Performance Transfer via Deformable Models and Parametric Correspondence

scientific article published on 16 September 2011

Facial feature tracking: a psychophysiological measure to assess exercise intensity?

scientific article published on 30 June 2017

Fast voxel-based 2D/3D registration algorithm using a volume rendering method based on the shear-warp factorization

Finding Happiest Moments in a Social Context

Head Pose and Movement Analysis as an Indicator of Depression

Human Postural Sway Estimation from Noisy Observations

Illumination and Expression Invariant Recognition Using SSIM Based Sparse Representation

Image Reconstruction from Contrast Information

Injury Mechanism Classification in Soccer Videos

Investigating Word Affect Features and Fusion of Probabilistic Predictions Incorporating Uncertainty in AVEC 2017

Iterative Error Bound Minimisation for AAM Alignment

scholarly article published 2006

Joint Registration and Representation Learning for Unconstrained Face Identification

Joint sparsity-based robust visual tracking

Learning AAM fitting through simulation

scholarly article by Jason Saragih & Roland Goecke published November 2009 in Pattern Recognition

Learning based automatic face annotation for arbitrary poses and expressions from frontal images only

Learning-based Face Synthesis for Pose-Robust Recognition from Single Image

Linear Facial Expression Transfer with Active Appearance Models

MRAC Track 1: 2nd Workshop on Multimodal, Generative and Responsible Affective Computing

scientific article published on 23 October 2024

MSMCT: Multi-State Multi-Camera Tracker

Modeling Stress Using Thermal Facial Patterns: A Spatio-temporal Approach

Monocular Image 3D Human Pose Estimation under Self-Occlusion

Monocular and Stereo Methods for AAM Learning from Video

Multi-level action detection via learning latent structure

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

Multimodal Framework for Analyzing the Affect of a Group of People

scholarly article by Xiaohua Huang et al published October 2018 in IEEE Transactions on Multimedia

Multimodal assistive technologies for depression diagnosis and monitoring

Noisy audio feature enhancement using audio-visual speech data

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

Optical flow estimation using Fourier Mellin Transform

Ordered Trajectories for Large Scale Human Action Recognition

Ordered trajectories for human action recognition with large number of classes

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

article published in 2015

Pose Normalization via Learned 2D Warping for Fully Automatic Face Recognition

Quaternion Potential Functions for a Colour Image Completion Method Using Markov Random Fields

Regression Based Pose Estimation with Automatic Occlusion Detection and Rectification

Regression based automatic face annotation for deformable model building

scholarly article by Akshay Asthana et al published October 2011 in Pattern Recognition

Relative Body Parts Movement for Automatic Depression Analysis

Riesz-based Volume Local Binary Pattern and A Novel Group Expression Model for Group Happiness Intensity Analysis

scholarly article published 2015

Robust Visual Tracking via Rank-Constrained Sparse Learning

scholarly article published November 2014

Robust Visual Vocabulary Tracking Using Hierarchical Model Fusion

Self-Stimulatory Behaviours in the Wild for Autism Diagnosis

scholarly article published December 2013

Static facial expression analysis in tough conditions: Data, evaluation protocol and benchmark

article published in 2011

List of works by Roland Göcke