Cost-Sensitive Local Binary Feature Learning for Facial Age Estimation

Keywords

Artificial intelligence, Pattern recognition (psychology), Discriminative model, Histogram, Feature (linguistics)

References

• The Foundations of Cost-Sensitive LearningCharles Elkan — 2001
• Facial Age Estimation by Learning from Label DistributionsXin Geng, Kate Smith‐Miles, Zhi‐Hua Zhou — 2010
• Cost-Sensitive Semi-Supervised Support Vector MachineYu-Feng Li, James T. Kwok, Zhi‐Hua Zhou — 2010
• Learning Discriminant Face DescriptorZhen Lei, Matti Pietikäinen, Stan Z. Li — 2014
• Face Recognition using Local Quantized PatternsSibt ul Hussain, Thibault Napoléon, Frédéric Jurie — 2012
• Subspace Learning for Facial Age Estimation Via Pairwise Age RankingYilei Chen, Chiou-Ting Hsu — 2013
• Multi-feature ordinal ranking for facial age estimationRenliang Weng, Jiwen Lu, Gao Yang — 2013
• Deep Learning Face Representation from Predicting 10,000 ClassesYi Sun, Xiaogang Wang, Xiaoou Tang — 2014
• Learning hierarchical representations for face verification with convolutional deep belief networksGuoyang Huang, Honglak Lee, Erik Learned-Miller — 2012
• Ordinal hyperplanes ranker with cost sensitivities for age estimationKuang-Yu Chang, Chu‐Song Chen, Yi‐Ping Hung — 2011
• Learning distance metric for regression by semidefinite programming with application to human age estimationBo Xiao, Xiaokang Yang, Yi Xu — 2009
• Age estimation from face images: Human vs. machine performanceHu Han, Charles Otto, Anil K. Jain — 2013
• Toward Automatic Simulation of Aging Effects on Face ImagesAndreas Lanitis, Chris Taylor, T.F. Cootes — 2002
• A Ranking Approach for Human Ages Estimation Based on Face ImagesKuang-Yu Chang, Chu‐Song Chen, Yi‐Ping Hung — 2010
• Semi-supervised hashing for scalable image retrievalJun Wang, Sanjiv Kumar, Shih‐Fu Chang — 2010
• A framework for joint estimation of age, gender and ethnicity on a large databaseGuodong Guo, Guowang Mu — 2014
• MetaCost: a general method for making classifiers cost-sensitivePedro Domingos — 1999
• A Learning Framework for Age Rank Estimation Based on Face Images With Scattering TransformKuang-Yu Chang, Chu‐Song Chen — 2015
• Cost-sensitive subspace learning for face recognitionJiwen Lu, Yap‐Peng Tan — 2010
• A lifespan database of adult facial stimuliMeredith Minear, Denise C. Park — 2004

Cited by

• Bidirectional Face Aging Synthesis Based on Improved Deep Convolutional Generative Adversarial NetworksXinhua Liu, Yao Zou, Chengjuan Xie — 2019
• Biased subspace learning for misalignment-robust facial expression recognitionHaibin Yan — 2016
• Binary code learning via optimal class representationsXiang Zhou, Fumin Shen, Yang Yang — 2016
• Clustering by fast search and find of density peaks via heat diffusionRashid Mehmood, Guangzhi Zhang, Rongfang Bie — 2016
• Transfer subspace learning for cross-dataset facial expression recognitionHaibin Yan — 2016
• Kinship verification using neighborhood repulsed correlation metric learningHaibin Yan — 2017
• Discriminative transfer learning with sparsity regularization for single-sample face recognitionJunlin Hu — 2017
• Joint gender classification and age estimation by nearly orthogonalizing their semantic spacesQing Tian, Songcan Chen — 2016
• Human Facial Age Estimation by Cost-Sensitive Label Ranking and Trace Norm RegularizationSonghe Feng, Congyan Lang, Jiashi Feng — 2017
• Deep Transfer Metric LearningJunlin Hu, Jiwen Lu, Yap‐Peng Tan — 2016
• A Fast Optimization Method for General Binary Code LearningFumin Shen, Xiang Zhou, Yang Yang — 2016
• Age invariant face recognition and retrieval by coupled auto-encoder networksChenfei Xu, Qihe Liu, Mao Ye — 2017
• Deep Label Distribution Learning With Label AmbiguityBin-Bin Gao, Chao Xing, Chen-Wei Xie — 2016
• Facial Age Estimation With Age DifferenceZhenzhen Hu, Yonggang Wen, Jianfeng Wang — 2017
• Multiresolution LDBP descriptors for texture classification using anisotropic diffusion with an application to wood texture analysisP. S. Hiremath, Rohini A. Bhusnurmath — 2017
• Nonlinear dictionary learning with application to image classificationJunlin Hu, Yap‐Peng Tan — 2018
• Collaborative multiview hashingZhixiang Chen, Jie Zhou — 2018
• Video-based kinship verification using distance metric learningHaibin Yan, Junlin Hu — 2018
• Robust discrete code modeling for supervised hashingYadan Luo, Yang Yang, Fumin Shen — 2018
• Collaborative discriminative multi-metric learning for facial expression recognition in videoHaibin Yan — 2018

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