A better measure of relative prediction accuracy for model selection and model estimation

C Tofallis - Journal of the Operational Research Society, 2015 - Taylor & Francis
Surveys show that the mean absolute percentage error (MAPE) is the most widely used
measure of prediction accuracy in businesses and organizations. It is, however, biased …

Boosted multi-resolution spatiotemporal descriptors for facial expression recognition

G Zhao, M Pietikäinen - Pattern recognition letters, 2009 - Elsevier
Recently, a spatiotemporal local binary pattern operator from three orthogonal planes (LBP-
TOP) was proposed for describing and recognizing dynamic textures and applied to facial …

Towards personalised gaming via facial expression recognition

PM Blom, S Bakkes, C Tan, S Whiteson… - Proceedings of the …, 2014 - ojs.aaai.org
In this paper we propose an approach for personalising the space in which a game is played
(ie, levels) dependent on classifications of the user's facial expression—to the end of …

Facial expression recognition on multiple manifolds

R **ao, Q Zhao, D Zhang, P Shi - Pattern Recognition, 2011 - Elsevier
Manifold learning has been successfully applied to facial expression recognition by
modeling different expressions as a smooth manifold embedded in a high dimensional …

Analysis of facial EMG signal for emotion recognition using wavelet packet transform and SVM

V Kehri, R Ingle, S Patil, RN Awale - Machine intelligence and signal …, 2019 - Springer
Emotion recognition has been improved recently and effectively used in medical and
diagnostic areas. Automatic recognition of facial expressions is an important application in …

Automatic facial expression recognition based on spatiotemporal descriptors

Y Ji, K Idrissi - Pattern Recognition Letters, 2012 - Elsevier
Facial expression's machine analysis is one of the most challenging problems in Human–
Computer Interaction (HCI). Naturally, facial expressions depend on subtle movements of …

Hog-based decision tree for facial expression classification

C Orrite, A Ganán, G Rogez - Pattern Recognition and Image Analysis: 4th …, 2009 - Springer
We address the problem of human emotion identification from still pictures taken in semi-
controlled environments. Histogram of Oriented Gradient (HOG) descriptors are considered …

A feasibility study in using facial expressions analysis to evaluate player experiences

CT Tan, D Rosser, S Bakkes, Y Pisan - Proceedings of The 8th …, 2012 - dl.acm.org
Current quantitative methods of measuring player experience in games are mostly intrusive
to play and less suited to natural, non-laboratory play environments. This paper presents an …

Hough forest-based facial expression recognition from video sequences

G Fanelli, A Yao, PL Noel, J Gall, L Van Gool - Trends and Topics in …, 2012 - Springer
Automatic recognition of facial expression is a necessary step toward the design of more
natural human-computer interaction systems. This work presents a user-independent …

Inferring player experiences using facial expressions analysis

CT Tan, S Bakkes, Y Pisan - Proceedings of the 2014 Conference on …, 2014 - dl.acm.org
Understanding player experiences is central to game design. Video captures of players is a
common practice for obtaining rich reviewable data for analysing these experiences …