References

The following papers used KinFaceW for the kinship verification research, and more will be updated soon.

  1. Naman Kohli, Daksha Yadav, Mayank Vatsa, Richa Singh, Afzel Noore.
    Supervised Mixed Norm Autoencoder for Kinship Verification in Unconstrained Videos.
    IEEE Transactions on Image Processing, vol. 28, no. 3, pp. 1329-1341, 2019.
    [pdf]
  2. Jianqing Liang, Qinghua Hu, Chuangyin Dang, Wangmeng Zuo.
    Weighted Graph Embedding-Based Metric Learning for Kinship Verification.
    IEEE Transactions on Image Processing, vol. 28, no. 3, pp. 1149-1162, 2019.
    [pdf]
  3. Xiuzhuang Zhou, Kai Jin, Min Xu, Guodong Guo.
    Learning deep compact similarity metric for kinship verification from face images.
    Information Fusion, vol. 48, pp. 84-94, 2019.
    [pdf]
  4. Haibin Yan.
    Learning discriminative compact binary face descriptor for kinship verification.
    Pattern Recognition Letters, vol. 117, pp. 146-152, 2019.
    [pdf]
  5. Joseph P. Robinson, Ming Shao, Yue Wu, Hongfu Liu, Timothy Gillis, Yun Fu.
    Visual Kinship Recognition of Families in the Wild.
    IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 40, no. 11, pp. 2624-2637, 2018.
    [pdf]
  6. Mitchell Dawson, Andrew Zisserman, Christoffer Nellåker.
    From Same Photo: Cheating on Visual Kinship Challenges.
    Asian Conference on Computer Vision (ACCV), 2018.
    [pdf]
  7. Jie Xu, Lei Luo, Cheng Deng, Heng Huang.
    New Robust Metric Learning Model Using Maximum Correntropy Criterion.
    ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), pp. 2555-2564, 2018.
    [pdf]
  8. Jie Xu, Lei Luo, Cheng Deng, Heng Huang.
    Multi-Level Metric Learning via SmoothedWasserstein Distance.
    International Joint Conference on Artificial Intelligence (IJCAI), pp. 2919-2925, 2018.
    [pdf]
  9. Amina Tidjani, Abdelmalik Taleb-Ahmed, Djamel Samai, Aiadi Kamal Eddine.
    Deep learning features for robust facial kinship verification.
    IET Image Processing, vol. 12, no. 12, pp. 2336-2345, 2018.
    [pdf]
  10. Ajit Puthenputhussery, Qingfeng Liu, Chengjun Liu.
    Multiple Anthropological Fisher Kernel Framework and Its Application to Kinship Verification.
    IEEE Winter Conference on Applications of Computer Vision (WACV), pp. 57-65, 2018.
    [pdf]
  11. Xiuzhuang Zhou, Zheng Zhang, Zeqiang Wei, Kai Jin, Min Xu .
    Consistency-Exclusivity Regularized Deep Metric Learning for General Kinship Verification.
    2018 IEEE International Conference on Multimedia and Expo (ICME), pp. 1-6, 2018.
    [pdf]
  12. Qiang Guo, Bo Ma, Tianming Lan.
    Ensemble Learning Based on Convolutional Kernel Networks Features for Kinship Verification.
    2018 IEEE International Conference on Multimedia and Expo (ICME), pp. 1-6, 2018.
    [pdf]
  13. Xiaoting Wu, Xiaoyi Feng, Elhocine Boutellaa, Abdenour Hadid.
    Kinship Verification using Color Features and Extreme Learning Machine.
    IEEE 3rd International Conference on Signal and Image Processing (ICSIP) , pp. 187-191, 2018.
    [pdf]
  14. Junlin Hu, Jiwen Lu, Yap-Peng Tan.
    Sharable and Individual Multi-view Metric Learning.
    IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 40, no. 9, pp. 2281-2288, 2018.
    [pdf]
  15. Junlin Hu, Jiwen Lu, Yap-Peng Tan, Junsong Yuan, Jie Zhou.
    Local Large-Margin Multi-Metric Learning for Face and Kinship Verification.
    IEEE Transactions on Circuits and Systems for Video Technology, vol. 28, no. 8, pp. 1875-1891, 2018.
    [pdf]
  16. Shahar Mahpod, Yosi Keller.
    Kinship verification using multiview hybrid distance learning.
    Computer Vision and Image Understanding, vol. 167, pp. 28-36, 2018.
    [pdf]
  17. Yan-Guo Zhao, Zhan Song, Feng Zheng, Ling Shao.
    Learning a Multiple Kernel Similarity Metric for kinship verification.
    Information Sciences, vol. 430-431, pp. 247-260, 2018.
    [pdf]
  18. Haibin Yan, Junlin Hu.
    Video-based kinship verification using distance metric learning.
    Pattern Recognition, vol. 75, pp. 15-24, 2018.
    [pdf]
  19. A. Moujahid, F. Dornaika.
    A pyramid multi-level face descriptor: application to kinship verification.
    Multimedia Tools and Applications, 2018.
    [pdf]
  20. Rachid Aliradi, Abdelkader Belkhir, Abdelmalik Ouamane, Adel S. Elmaghraby.
    DIEDA: discriminative information based on exponential discriminant analysis combined with local features representation for face and kinship verification.
    Multimedia Tools and Applications, 2018.
    [pdf]
  21. Oualid Laiadi, Abdelmalik Ouamane, Elhocine Boutellaa, Abdelhamid Benakcha, Abdelmalik Taleb-Ahmed, Abdenour Hadid.
    Kinship verification from face images in discriminative subspaces of color components.
    Multimedia Tools and Applications, 2018.
    [pdf]
  22. Miguel Bordallo LopezEmail, Abdenour Hadid, Elhocine Boutellaa, Jorge Goncalves, Vassilis Kostakos, Simo Hosio.
    Kinship verification from facial images and videos: human versus machine.
    Machine Vision and Applications, vol. 29, no. 5, pp. 873–890, 2018.
    [pdf]
  23. Sellam Abdellah, Azzoune Hamid.
    Towards a Better Training for Siamese CNNs on Kinship Verefication.
    International Symposium on Modelling and Implementation of Complex Systems (MISC), pp. 230-242, 2018.
    [pdf]
  24. Xiaoqian Qin, Dakun Liu, Dong Wang.
    Heterogeneous Similarity Learning for More Practical Kinship Verification.
    Neural Processing Letters, vol. 47, no. 3, pp. 1253–1269, 2018.
    [pdf]
  25. Haijun Liu, Jian Cheng, Feng Wang.
    Kinship verification based on status-aware projection learning.
    IEEE International Conference on Image Processing (ICIP), pp. 1072-1076, 2017.
    [pdf]
  26. Hamdi Dibeklioglu.
    Visual Transformation Aided Contrastive Learning for Video-Based Kinship Verification.
    IEEE International Conference on Computer Vision (ICCV), pp. 2478-2487, 2017.
    [pdf]
  27. Jiwen Lu, Junlin Hu, Yap-Peng Tan.
    Discriminative Deep Metric Learning for Face and Kinship Verification.
    IEEE Transactions on Image Processing, vol. 26, no. 9, pp. 4269-4282, 2017.
    [pdf]
  28. Bhavik Patel, R. P. Maheshwari, Balasubramanian Raman.
    Evaluation of periocular features for kinship verification in the wild.
    Computer Vision and Image Understanding, vol. 160, pp. 24-35, 2017.
    [pdf]
  29. Masoud Faraki, Mehrtash Tafazzoli Harandi, Fatih Porikli.
    No fuss metric learning, a Hilbert space scenario.
    Pattern Recognition Letters, vol. 98, pp. 83-89, 2017.
    [pdf]
  30. Mohammad Mahdi Dehshibi, Jamshid Shanbehzadeh.
    Cubic norm and kernel-based bi-directional PCA: toward age-aware facial kinship verification.
    The Visual Computer, 2017.
    [pdf]
  31. Haibin Yan, Jiwen Lu.
    Facial Kinship Verification: A Machine Learning Approach.
    Springer Briefs in Computer Science, Springer, ISBN 978-981-10-4483-0, pp. 1-82, 2017.
    [pdf]
  32. Qingyan Duan, Lei Zhang, Wei Jia.
    Adv-Kin: An Adversarial Convolutional Network for Kinship Verification.
    Chinese Conference on Biometric Recognition (CCBR), pp. 48-57, 2017.
    [pdf]
  33. Jingyun Liang, Jinlin Guo, Songyang Lao, Jue Li.
    Using Deep Relational Features to Verify Kinship.
    CCF Chinese Conference on Computer Vision (CCCV), pp. 563-573, 2017.
    [pdf]
  34. Lvye Cui, Bo Ma.
    Adaptive feature selection for kinship verification.
    IEEE International Conference on Multimedia and Expo (ICME), pp. 751-756, 2017.
    [pdf]
  35. Haijun Liu, Ce Zhu.
    Status-aware projection metric learning for kinship verification.
    IEEE International Conference on Multimedia and Expo (ICME), pp. 319-324, 2017.
    [pdf]
  36. Haibin Yan.
    Kinship verification using neighborhood repulsed correlation metric learning.
    Image and Vision Computing, vol. 60, pp. 91-97, 2017.
    [pdf]
  37. Xiaojing Chen, Le An, Songfan Yang, Weimin Wu.
    Kinship verification in multi-linear coherent spaces.
    Multimedia Tools and Applications, vol. 76, no. 3, pp. 4105–4122, 2017.
    [pdf]
  38. Rushi Lan, Yicong Zhou, Yuan Yan Tang.
    Quaternionic Weber Local Descriptor of Color Images.
    IEEE Transactions on Circuits and Systems for Video Technology, vol. 27. no. 2, pp. 261-274, 2017.
    [pdf]
  39. Naman Kohli, Mayank Vatsa, Richa Singh, Afzel Noore, Angshul Majumdar.
    Hierarchical Representation Learning for Kinship Verification.
    IEEE Transactions on Image Processing, vol. 26, no. 1, pp. 289-302, 2017.
    [pdf]
  40. Rushi Lan, Yicong Zhou.
    Quaternion-Michelson Descriptor for Color Image Classification.
    IEEE Transactions on Image Processing, vol. 25. no. 11, pp. 5281-5292, 2016.
    [pdf]
  41. Min Xu, Yuanyuan Shang.
    Kinship Measurement on Face Images by Structured Similarity Fusion.
    IEEE Access, vol. 4, pp. 10280-10287, 2016.
    [pdf]
  42. Xiuzhuang Zhou, Haibin Yan, Yuanyuan Shang.
    Kinship verification from facial images by scalable similarity fusion.
    Neurocomputing, vol. 197, pp. 136-142, 2016.
    [pdf]
  43. Ravi Kumar Y B, C N Ravi Kumar.
    Harmonic Rule for Measuring the Facial Similarities among Relatives.
    Transactions on Machine Learning and Artificial Intelligence, vol. 4, no. 6, pp. 29-49, 2016.
    [pdf]
  44. Yuan Fang, Yan Yan, Si Chen, Hanzi Wang, Chang Shu.
    Sparse similarity metric learning for kinship verification.
    2016 Visual Communications and Image Processing (VCIP), pp. 1-4, 2016.
    [pdf]
  45. Lei Li, Xiaoyi Feng, Xiaoting Wu, Zhaoqiang Xia, Abdenour Hadid.
    Kinship Verification from Faces via Similarity Metric Based Convolutional Neural Network.
    13th International Conference on Image Analysis and Recognition (ICIAR) , pp. 539-548, 2016.
    [pdf]
  46. Ajit Puthenputhussery, Qingfeng Liu, Chengjun Liu.
    SIFT flow based genetic fisher vector feature for kinship verification.
    IEEE International Conference on Image Processing (ICIP), pp. 2921-2925, 2016.
    [pdf]
  47. Qingfeng Liu, Ajit Puthenputhussery, Chengjun Liu.
    A novel inheritable color space with application to kinship verification.
    IEEE Winter Conference on Applications of Computer Vision (WACV), pp. 1-9, 2016.
    [pdf]
  48. Xiaoqian Qin, Xiaoyang Tan, Songcan Chen.
    Mixed bi-subject kinship verification via multi-view multi-task learning.
    Neurocomputing, vol. 214, pp. 350-357, 2016.
    [pdf]
  49. Xiuzhuang Zhou, Yuanyuan Shang, Haibin Yan,Guodong Guo.
    Ensemble similarity learning for kinship verification from facial images in the wild.
    Information Fusion, vol. 32, pp. 40-48, 2016.
    [pdf]
  50. A. Tidjani, E. Boutellaa, D. Samai, A. hadid, A. Taleb-Ahmed, K. Ben Sid, K. Aiadi.
    Investigating feature extraction and matching approaches for kinship verification from facial images.
    The 2nd Conference on Computing Systems and Applications (CSA), pp. 16-25, 2016.
    [pdf]
  51. Min Xu, Yuanyuan Shang.
    Kinship Verification Using Facial Images by Robust Similarity Learning.
    Mathematical Problems in Engineering (MPE), Article ID 4072323, 2016.
    [pdf]
  52. Ziming Zhang, Yuting Chen, Venkatesh Saligrama.
    Group Membership Prediction.
    IEEE International Conference on Computer Vision (ICCV), pp. 3916-3924, 2015.
    [pdf]
  53. Pendar Alirezazadeh, Abdolhossein Fathi, Fardin Abdali-Mohammadi.
    A Genetic Algorithm-Based Feature Selection for Kinship Verification.
    IEEE Signal Processing Letters, vol. 22, no. 12, pp. 2459-2463, 2015.
    [pdf]
  54. Andrea Bottino, Tiago Figueiredo Vieira, Ihtesham Ul Islam.
    Geometric and Textural Cues for Automatic Kinship Verification.
    International Journal of Pattern Recognition and Artificial Intelligence, vol. 29, no. 3, 2015.
    [pdf]
  55. Haibin Yan, Xiuzhuang Zhou, Yongxin Ge.
    Neighborhood repulsed correlation metric learning for kinship verification.
    2015 Visual Communications and Image Processing (VCIP), pp. 1-4, 2015.
    [pdf]
  56. Qingfeng Liu, Ajit Puthenputhussery, Chengjun Liu.
    Inheritable Fisher Vector Feature for Kinship Verification.
    IEEE International Conference on Biometrics Theory, Applications and Systems (BTAS), pp. 1-6, 2015.
    [pdf]
  57. Kaihao Zhang, Yongzhen Huang, Chunfeng Song, Hong Wu, Liang Wang.
    Kinship Verification with Deep Convolutional Neural Networks.
    British Machine Vision Conference (BMVC), 2015.
    [pdf]
  58. Jiwen Lu, Junlin Hu, Venice Erin Liong, Xiuzhuang Zhou, Andrea Bottino, Ihtesham Ul Islam, Tiago Figuieiredo Vieira, Xiaoqian Qin, Xiaoyang Tan, Songcan Chen, Shahar Mahpod, Yosi Keller, Lilei Zheng, Khalid Idrissi, Christophe Garcia, Stefan Duffner, Atilla Baskurt, Modesto Castrillon-Santana, Javier Lorenzo-Navarro.
    The FG 2015 Kinship Verification in the Wild Evaluation.
    IEEE International Conference on Automatic Face and Gesture Recognition (FG), pp. 1-7, 2015.
    [pdf]
  59. Andrea Bottinok, Ihtesham Ul Islam, Tiago Figueiredo Vieira.
    A Multi-perspective Holistic Approach to Kinship Verification in the Wild.
    IEEE International Conference on Automatic Face and Gesture Recognition (FG), pp. 1-6, 2015.
    [pdf]
  60. Haibin Yan, Jiwen Lu, Xiuzhuang Zhou.
    Prototype-Based Discriminative Feature Learning for Kinship Verification.
    IEEE Trans. on Cybernetics (TCYB), vol. 45, no. 11, pp. 2535-2545, 2015.
    [pdf]
  61. Xiaoqian Qin, Xiaoyang Tan, and Songcan Chen.
    Tri-subjects kinship verification: Understanding the core of a family.
    IEEE Transactions on Multimedia (TMM), vol. 17, no. 10, pp. 1855-1867, 2015.
    [pdf]
  62. Lu Kou, Xiuzhuang Zhou, Min Xu, Yuanyuan Shang.
    Learning a Genetic Measure for Kinship Verification Using Facial Images.
    Mathematical Problems in Engineering (MPE), Article ID 472473, 2015.
    [pdf]
  63. Yunfei Chen, Hongwei Hu, Shujuan Cao, Bo Ma.
    Sparse coding based kinship recognition.
    Multimedia Technology IV, pp. 115–119, 2015.
    [pdf]
  64. Xiaodong Duan, Zheng-Hua Tan.
    Neighbors Based Discriminative Feature Difference Learning for Kinship Verification.
    International Symposium on Visual Computing (ISVC), pp. 258-267, 2015.
    [pdf]
  65. Xiaodong Duan, Zheng-Hua Tan.
    A feature subtraction method for image based kinship verification under uncontrolled environments.
    IEEE International Conference on Image Processing (ICIP), pp. 1573-1577, 2015.
    [pdf]
  66. Junlin Hu, Jiwen Lu, Junsong Yuan, Yap-Peng Tan.
    Large Margin Multi-metric Learning for Face and Kinship Verification in the Wild.
    Asian Conference on Computer Vision (ACCV), pp. 252-267, 2014.
    [pdf] [code]
  67. Afshin Dehghan, Enrique G. Ortiz, Ruben Villegas, Mubarak Shah
    Who Do I Look Like? Determining Parent-Offspring Resemblance via Gated Autoencoders.
    IEEE Conference on Computer Vision and Pattern Recognition(CVPR), pp. 1757-1764, 2014.
    [pdf]
  68. Yuanhao Guo, Hamdi Dibeklioglu, Laurens van der Maaten.
    Graph-based Kinship Recognition.
    International Conference on Pattern Recognition (ICPR), pp. 4287-4292, 2014.
    [pdf]
  69. Jiwen Lu, Xiuzhuang Zhou, Yap-Peng Tan, Yuanyuan Shang, Jie Zhou.
    Neighborhood Repulsed Metric Learning for Kinship Verification.
    IEEE Trans. on Pattern Analysis and Machine Intelligence (TPAMI), vol. 36, no. 2, pp. 331-345, 2014.
    [pdf] [code]
  70. Jiwen Lu, Junlin Hu, Xiuzhuang Zhou, Jie Zhou, Modesto Castrillon-Santana, Javier Lorenzo-Navarro, Lu Kou, Yuanyuan Shang, Andrea Bottino, Tiago Figuieiredo Vieira.
    Kinship Verification in the Wild: The First Kinship Verification Competition.
    International Joint Conference on Biometrics (IJCB), pp. 1-6, 2014.
    [pdf]
  71. Haibin Yan, Jiwen Lu, Weihong Deng, Xiuzhuang Zhou.
    Discriminative Multimetric Learning for Kinship Verification.
    IEEE Trans. on Information Forensics and Security (TIFS), vol. 9, no. 7, pp. 1169-1178, 2014.
    [pdf]
  72. Jiwen Lu, Junlin Hu, Xiuzhuang Zhou, Yuanyuan Shang, Yap-Peng Tan, Gang Wang.
    Neighborhood Repulsed Metric Learning for Kinship Verification.
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), pp. 2594-2601, 2012.
    [pdf] [code]
  73. Xiuzhuang Zhou, Jiwen Lu, Junlin Hu, Yuanyuan Shang.
    Gabor-based gradient orientation pyramid for kinship verification under uncontrolled environments.
    ACM Multimedia Conference (MM), pp. 725-728, 2012.
    [pdf]
  74. Xiuzhuang Zhou, Junlin Hu, Jiwen Lu, Yuanyuan Shang, Yong Guan.
    Kinship verification from facial images under uncontrolled conditions.
    ACM Multimedia Conference (MM), pp. 953-956, 2011.
    [pdf]
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