Is a picture worth 1000 votes? Analyzing the sentiment of election related social photos

Proceedings - IEEE International Conference on Multimedia and Expo

Volumn , Issue , 2013, Pages

  Ma, Ge ^a   Luo, Jiebo ^a  

^a University of Rochester   (United States)

Author keywords

AdaBoost; ASM; expression recognition; Image sentiment

Indexed keywords

ACTIVE SHAPE MODEL; ADA BOOST CLASSIFIERS; ASM; EXPRESSION RECOGNITION; FACIAL EXPRESSION ANALYSIS; FACIAL EXPRESSIONS; FACIAL FEATURE POINTS; IMAGE SENTIMENT;

EXHIBITIONS; FACE RECOGNITION; IMAGE SEGMENTATION; SOCIAL ASPECTS;

ADAPTIVE BOOSTING;

EID: 84885604053     PISSN: 19457871     EISSN: 1945788X     Source Type: Conference Proceeding    
DOI: 10.1109/ICME.2013.6607633     Document Type: Conference Paper

References (14)

1. L. Matthews, S. Baker, "Active Appearance Models Revisited", International Joumal of Computer Vision, Vol 60, Nov, 2004
2. R.Q. Feitosa, M.M.B. Vellasco, D.T. Oliveira, "Facial expression classification using RBF and back-propagation neural networks".
3. X. Jin, A. Gallagher, J. Han, J. Luo, "Wisdom of Social Multimedia: Using Flickr for Prediction and Forecast, " ACM Multimedia Conference, 2010.
4. SM. Valiollahzadeh, A. Sayadiyan, M. Nazari, "Face Detection Using Adaboosted SVM-based Component Classifier", http://arxiv.org/ftp/arxiv/ papers/0812/0812.2575.pdf
5. M. Agrawal, S.D. Giripunje, P.R. Bajaj, "Recognizing facial expression using PCA and Genetic algorithm", www.interscience.in.
6. H.B. Deng, L.W. Jin, L.X. Zhen, "A new facial expression recognition method based on local gabor filter bank and PCA plus LDA", http://mx1.intjit.org/journal/volume/11/11/1111-10.pdf.
7. P.Viola, M.Jones, "Robust Real-time Object Detection", IJCV 2001.
8. C.F. Shan, S.G. Gong, "Facial expression recognition based on local binary pattern: a comprehensive study", Image and Vision Computing 27, 2009.
9. X. Cao, YC. Wei, F. Wen, J. Sun, "Face Alighment by Explicit Shape Regression", Microsoft Research Asia.
10. S.Milborrow, "Active Shape Models with Stasm", Stasm Version 3.0, Sep 23, 2010
11. Y. Freund, RE. Schapire, "A Short Introduction to Boosting", Journal of Japanese Society for Artificial Intelligence, Sep, 1999.
12. AdaBoost-Wikipedia, the free encyclopedia.
13. Cross-validation-Wikipedia, the free encyclopedia.
14. Labeled Faces in the Wild Home-UMASS Computer Vision, http://vis-www.cs.umass.edu/lfw/