Computational Aesthetics of Photos Quality Assessment and Classification Based on Artificial Neural Network with Deep Learning Methods
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[1] Kun Ho Lee,et al. Aesthetic Score Assessment based on Generic Features in Digital Photography Sidra , 2012 .
[2] Christian Bauckhage,et al. The Good, the Bad, and the Ugly: Predicting Aesthetic Image Labels , 2010, 2010 20th International Conference on Pattern Recognition.
[3] James Ze Wang,et al. Studying Aesthetics in Photographic Images Using a Computational Approach , 2006, ECCV.
[4] Leonidas J. Guibas,et al. The Earth Mover's Distance as a Metric for Image Retrieval , 2000, International Journal of Computer Vision.
[5] James Ze Wang,et al. SIMPLIcity: Semantics-Sensitive Integrated Matching for Picture LIbraries , 2000, IEEE Trans. Pattern Anal. Mach. Intell..
[6] P. Machado,et al. Computing Aesthetics , 1998 .
[7] Yoshua Bengio,et al. Classification using discriminative restricted Boltzmann machines , 2008, ICML '08.
[8] Razvan Pascanu,et al. Pylearn2: a machine learning research library , 2013, ArXiv.
[9] M. Aizerman,et al. Theoretical Foundations of the Potential Function Method in Pattern Recognition Learning , 1964 .
[10] Mateu Sbert,et al. Conceptualizing Birkhoff's Aesthetic Measure Using Shannon Entropy and Kolmogorov Complexity , 2007, CAe.
[11] Frank Rosenblatt,et al. PRINCIPLES OF NEURODYNAMICS. PERCEPTRONS AND THE THEORY OF BRAIN MECHANISMS , 1963 .
[12] James Ze Wang,et al. ACQUINE: aesthetic quality inference engine - real-time automatic rating of photo aesthetics , 2010, MIR '10.
[13] Mateu Sbert,et al. Informational Aesthetics Measures , 2008, IEEE Computer Graphics and Applications.
[14] Heekuck Oh,et al. Neural Networks for Pattern Recognition , 1993, Adv. Comput..
[15] Yoshua. Bengio,et al. Learning Deep Architectures for AI , 2007, Found. Trends Mach. Learn..
[16] Geoffrey E. Hinton,et al. Learning internal representations by error propagation , 1986 .
[17] Geoffrey E. Hinton,et al. Reducing the Dimensionality of Data with Neural Networks , 2006, Science.
[18] Dennis Couzin. Depths of Field , 1982 .
[19] Kunihiko Fukushima,et al. Neocognitron: A self-organizing neural network model for a mechanism of pattern recognition unaffected by shift in position , 1980, Biological Cybernetics.
[20] Rasmus Berg Palm,et al. Prediction as a candidate for learning deep hierarchical models of data , 2012 .
[21] Yan Ke,et al. The Design of High-Level Features for Photo Quality Assessment , 2006, 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'06).
[22] Jürgen Schmidhuber,et al. Multi-column deep neural networks for image classification , 2012, 2012 IEEE Conference on Computer Vision and Pattern Recognition.
[23] Kok-Lim Low,et al. Saliency-enhanced image aesthetics class prediction , 2009, 2009 16th IEEE International Conference on Image Processing (ICIP).