Genetic Programming With Image-Related Operators and a Flexible Program Structure for Feature Learning in Image Classification
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Mengjie Zhang | Bing Xue | Ying Bi | Mengjie Zhang | Bing Xue | Ying Bi
[1] Mengjie Zhang,et al. Genetic Programming With a New Representation to Automatically Learn Features and Evolve Ensembles for Image Classification , 2020, IEEE Transactions on Cybernetics.
[2] Mengjie Zhang,et al. An automated ensemble learning framework using genetic programming for image classification , 2019, GECCO.
[3] Simon M. Lucas,et al. A Survey of Statistical Machine Learning Elements in Genetic Programming , 2019, IEEE Transactions on Evolutionary Computation.
[4] Ausama Al-Sahaf,et al. Automatically Evolving Rotation-Invariant Texture Image Descriptors by Genetic Programming , 2017, IEEE Transactions on Evolutionary Computation.
[5] Ausama Al-Sahaf,et al. Keypoints Detection and Feature Extraction: A Dynamic Genetic Programming Approach for Evolving Rotation-Invariant Texture Image Descriptors , 2017, IEEE Transactions on Evolutionary Computation.
[6] Mengjie Zhang,et al. Evolving Deep Convolutional Neural Networks for Image Classification , 2017, IEEE Transactions on Evolutionary Computation.
[7] Pascal Bouvry,et al. Tackling Large-Scale and Combinatorial Bi-Level Problems With a Genetic Programming Hyper-Heuristic , 2020, IEEE Transactions on Evolutionary Computation.
[8] Thore Graepel,et al. A PAC-Bayesian Margin Bound for Linear Classifiers: Why SVMs work , 2000, NIPS.
[9] Bing Xue,et al. Genetic Programming for Region Detection, Feature Extraction, Feature Construction and Classification in Image Data , 2016, EuroGP.
[10] Patrick Haffner,et al. Support vector machines for histogram-based image classification , 1999, IEEE Trans. Neural Networks.
[11] Mengjie Zhang,et al. A survey on evolutionary machine learning , 2019, Journal of the Royal Society of New Zealand.
[12] Jan-Olof Eklundh,et al. Computational Vision and Active Perception Laboratory, CVAP , 1998 .
[13] Shiming Xiang,et al. Self-Paced AutoEncoder , 2018, IEEE Signal Processing Letters.
[14] Ling Shao,et al. Feature Learning for Image Classification Via Multiobjective Genetic Programming , 2014, IEEE Transactions on Neural Networks and Learning Systems.
[15] Pietro Perona,et al. A Bayesian hierarchical model for learning natural scene categories , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).
[16] Mark E. Roberts,et al. The Effectiveness of Cost Based Subtree Caching Mechanisms in Typed Genetic Programming for Image Segmentation , 2003, EvoWorkshops.
[17] Maoguo Gong,et al. Self-paced Convolutional Neural Networks , 2017, IJCAI.
[18] Bill Triggs,et al. Histograms of oriented gradients for human detection , 2005, 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05).
[19] S. Sergyan,et al. Color histogram features based image classification in content-based image retrieval systems , 2008, 2008 6th International Symposium on Applied Machine Intelligence and Informatics.
[20] Gaël Varoquaux,et al. Scikit-learn: Machine Learning in Python , 2011, J. Mach. Learn. Res..
[21] Stéphane Mallat,et al. Invariant Scattering Convolution Networks , 2012, IEEE transactions on pattern analysis and machine intelligence.
[22] Marc Parizeau,et al. DEAP: evolutionary algorithms made easy , 2012, J. Mach. Learn. Res..
[23] Loris Nanni,et al. Handcrafted vs. non-handcrafted features for computer vision classification , 2017, Pattern Recognit..
[24] Mengjie Zhang,et al. Two-Tier genetic programming: towards raw pixel-based image classification , 2012, Expert Syst. Appl..
[25] Bing Xue,et al. Cross-Domain Reuse of Extracted Knowledge in Genetic Programming for Image Classification , 2017, IEEE Transactions on Evolutionary Computation.
[26] Andrea Vedaldi,et al. Vlfeat: an open and portable library of computer vision algorithms , 2010, ACM Multimedia.
[27] Ling Shao,et al. Learning Spatio-Temporal Representations for Action Recognition: A Genetic Programming Approach , 2016, IEEE Transactions on Cybernetics.
[28] Matti Pietikäinen,et al. Multiresolution Gray-Scale and Rotation Invariant Texture Classification with Local Binary Patterns , 2002, IEEE Trans. Pattern Anal. Mach. Intell..
[29] Chengjun Liu,et al. Gabor feature based classification using the enhanced fisher linear discriminant model for face recognition , 2002, IEEE Trans. Image Process..
[30] Masanori Suganuma,et al. Hierarchical feature construction for image classification using Genetic Programming , 2016, 2016 IEEE International Conference on Systems, Man, and Cybernetics (SMC).
[31] Ayse Basar Bener,et al. Deep Super Learner: A Deep Ensemble for Classification Problems , 2018, Canadian Conference on AI.
[32] Tapabrata Ray,et al. Genetic Programming With Mixed-Integer Linear Programming-Based Library Search , 2018, IEEE Transactions on Evolutionary Computation.
[33] Ali Ismail Awad,et al. Image Feature Detectors and Descriptors , 2016 .
[34] David J. Montana,et al. Strongly Typed Genetic Programming , 1995, Evolutionary Computation.
[35] G LoweDavid,et al. Distinctive Image Features from Scale-Invariant Keypoints , 2004 .
[36] Jiwen Lu,et al. PCANet: A Simple Deep Learning Baseline for Image Classification? , 2014, IEEE Transactions on Image Processing.
[37] William F. Punch,et al. Genetic programming for tuberculosis screening from raw X-ray images , 2018, GECCO.
[38] Yaochu Jin,et al. Evolutionary Multiobjective Image Feature Extraction in the Presence of Noise , 2015, IEEE Transactions on Cybernetics.
[39] Andy Harter,et al. Parameterisation of a stochastic model for human face identification , 1994, Proceedings of 1994 IEEE Workshop on Applications of Computer Vision.
[40] Ji Feng,et al. Deep forest , 2017, IJCAI.
[41] Nitish Srivastava,et al. Dropout: a simple way to prevent neural networks from overfitting , 2014, J. Mach. Learn. Res..
[42] Nguyen Xuan Hoai,et al. Recursion-Based Biases in Stochastic Grammar Model Genetic Programming , 2016, IEEE Transactions on Evolutionary Computation.
[43] John R. Koza,et al. Genetic programming - on the programming of computers by means of natural selection , 1993, Complex adaptive systems.
[44] Mengjie Zhang,et al. A Gaussian Filter-Based Feature Learning Approach Using Genetic Programming to Image Classification , 2018, Australasian Conference on Artificial Intelligence.
[45] Andrew Zisserman,et al. Image Classification using Random Forests and Ferns , 2007, 2007 IEEE 11th International Conference on Computer Vision.
[46] Kai-Kuang Ma,et al. HOG-assisted deep feature learning for pedestrian gender recognition , 2017, J. Frankl. Inst..
[47] Pascal Vincent,et al. Contractive Auto-Encoders: Explicit Invariance During Feature Extraction , 2011, ICML.
[48] Geoffrey E. Hinton,et al. Visualizing Data using t-SNE , 2008 .
[49] Riccardo Poli,et al. A Field Guide to Genetic Programming , 2008 .
[50] Mengjie Zhang,et al. An Automatic Feature Extraction Approach to Image Classification Using Genetic Programming , 2018, EvoApplications.
[51] Yoshua Bengio,et al. An empirical evaluation of deep architectures on problems with many factors of variation , 2007, ICML '07.
[52] Lei Zhang,et al. A simple feedforward convolutional conceptor neural network for classification , 2017, Appl. Soft Comput..
[53] Mengjie Zhang,et al. Genetic Programming for Automatic Global and Local Feature Extraction to Image Classification , 2018, 2018 IEEE Congress on Evolutionary Computation (CEC).
[54] Mengjie Zhang,et al. A domain independent Genetic Programming approach to automatic feature extraction for image classification , 2011, 2011 IEEE Congress of Evolutionary Computation (CEC).