AR face

AR Face Database: 126 people (over 4,000 color images). Different facial expressions, illumination conditions and occlusions. This face database was created by Aleix Martinez and Robert Benavente in the Computer Vision Center (CVC) at the U.A.B. It contains over 4,000 color images corresponding to 126 people’s faces (70 men and 56 women). Images feature frontal view faces with different facial expressions, illumination conditions, and occlusions (sun glasses and scarf). The pictures were taken at the CVC under strictly controlled conditions. No restrictions on wear (clothes, glasses, etc.), make-up, hair style, etc. were imposed to participants. Each person participated in two sessions, separated by two weeks (14 days) time. The same pictures were taken in both sessions. This face database is publicly available and can be obtained from this web-site. It is free for academic use. Commercial distribution or any act related to commercial use of this database is strictly prohibited.


References in zbMATH (referenced in 179 articles )

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  1. Tran, K. H.; Ngolè Mboula, F. M.; Starck, J. L.; Prost, V.: Semisupervised dictionary learning with graph regularized and active points (2020)
  2. Diaz-Chito, Katerine; Martínez del Rincón, Jesús; Rusiñol, Marçal; Hernández-Sabaté, Aura: Feature extraction by using dual-generalized discriminative common vectors (2019)
  3. Li, Shan; Deng, Weihong: Reliable crowdsourcing and deep locality-preserving learning for unconstrained facial expression recognition (2019)
  4. Nawaz Jadoon, Rab; Jadoon, Waqas; Khan, Ahmad; ur Rehman, Zia; Shah, Sajid; Khan, Iftikhar Ahmed; Zhou, WuYang: Linear discriminative learning for image classification (2019)
  5. Alim, Affan; Naseem, Imran; Togneri, Roberto; Bennamoun, Mohammed: The most discriminant subbands for face recognition: a novel information-theoretic framework (2018)
  6. Chen, Si-Bao; Ding, Chris H. Q.; Luo, Bin: Linear regression based projections for dimensionality reduction (2018)
  7. Chen, Yudong; Lai, Zhihui; Wen, Jiajun; Gao, Can: Nuclear norm based two-dimensional sparse principal component analysis (2018)
  8. Diaz-Chito, Katerine; del Rincón, Jesús Martínez; Hernández-Sabaté, Aura; Rusiñol, Marçal; Ferri, Francesc J.: Fast kernel generalized discriminative common vectors for feature extraction (2018)
  9. Lin, Guojun; Yang, Meng; Shen, Linlin; Yang, Mingzhong; Xie, Mei: Robust and discriminative dictionary learning for face recognition (2018)
  10. Shang, Kun; Huang, Zheng-Hai; Liu, Wanquan; Li, Zhi-Ming: A single gallery-based face recognition using extended joint sparse representation (2018)
  11. Yi, Yugen; Qiao, Shaojie; Zhou, Wei; Zheng, Caixia; Liu, Qinghua; Wang, Jianzhong: Adaptive multiple graph regularized semi-supervised extreme learning machine (2018)
  12. Chang, Yan-Shuo; Nie, Feiping; Li, Zhihui; Chang, Xiaojun; Huang, Heng: Refined spectral clustering via embedded label propagation (2017)
  13. Chen, Lin; Yang, Meng: Semi-supervised dictionary learning with label propagation for image classification (2017)
  14. Luo, Minnan; Nie, Feiping; Chang, Xiaojun; Yang, Yi; Hauptmann, Alexander G.; Zheng, Qinghua: Avoiding optimal mean (\ell_2,1)-norm maximization-based robust PCA for reconstruction (2017)
  15. Monga, Vishal; Mousavi, Hojjat Seyed; Srinivas, Umamahesh: Sparsity constrained estimation in image processing and computer vision (2017)
  16. Wei, Lai; Wang, Xiaofeng; Yin, Jun; Wu, Aihua: Self-regularized fixed-rank representation for subspace segmentation (2017)
  17. Wu, Xuegang; Fang, Bin; Tang, Yuan Yan; Zeng, Xiaoping; Xing, Changyuan: Reconstructed error and linear representation coefficients restricted by (\ell_1)-minimization for face recognition under different illumination and occlusion (2017)
  18. Hou, Xuan; Yao, Guangjun; Wang, Jun: Semi-supervised classification based on low rank representation (2016)
  19. Lahasan, Badr Mohammed; Venkat, Ibrahim; Al-Betar, Mohammed Azmi; Lutfi, Syaheerah Lebai; de Wilde, Philippe: Recognizing faces prone to occlusions and common variations using optimal face subgraphs (2016)
  20. Li, Zhi-Ming; Huang, Zheng-Hai; Zhang, Ting: Gabor-scale binary pattern for face recognition (2016) ioport

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