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The convolutional neural networks (CNN), including AlexNet, GoogleNet, VGGNet, etc.
CVC technical report (1998)
Martinez, A.M.: The ar face database · 1998
Earlier work this paper cites.
Image and vision computing
Phillips, P.J., Wechsler, H., Huang, J., Rauss, P.J.: The feret database and evaluation procedure for face-recognition algorithms · 1998
Earlier work this paper cites.
IEEE Transactions on pattern analysis and machine intelligence
Phillips, P.J., Moon, H., Rizvi, S.A., Rauss, P.J.: The feret evaluation methodology for face-recognition algorithms · 2000
Earlier work this paper cites.
IEEE transactions on pattern analysis and machine intelligence
Georghiades, A.S., Belhumeur, P.N., Kriegman, D.J.: From few to many: Illumination cone models for face recognition under variable lighting and pose · 2001
Earlier work this paper cites.
IEEE transactions on pattern analysis and machine intelligence
Martínez, A.M., Kak, A.C.: Pca versus lda · 2001
Earlier work this paper cites.
In: Computer Vision and Pattern Recognition, 2001. CVPR 2001. Proceedings of the 2001 IEEE Computer Society Conference on, vol. 1, pp. I–I. IEEE (2001)
Viola, P., Jones, M.: Rapid object detection using a boosted cascade of simple features · 2001
Earlier work this paper cites.
IEEE Transactions on pattern analysis and machine intelligence
Lee, K.C., Ho, J., Kriegman, D.J.: Acquiring linear subspaces for face recognition under variable lighting · 2005
Earlier work this paper cites.
IEEE transactions on pattern analysis and machine intelligence
Ahonen, T., Hadid, A., Pietikainen, M.: Face description with local binary patterns: Application to face recognition · 2006
Earlier work this paper cites.
Tech. rep., Technical Report 07-49, University of Massachusetts, Amherst (2007)
Huang, G.B., Ramesh, M., Berg, T., Learned-Miller, E.: Labeled faces in the wild: A database for studying face recognition in unconstrained environments · 2007
Earlier work this paper cites.
In: Computer Vision and Pattern Recognition, 2009. CVPR 2009. IEEE Conference on, pp. 248–255. IEEE (2009)
Deng, J., Dong, W., Socher, R., Li, L.J., Li, K., Fei-Fei, L.: Imagenet: A large-scale hierarchical image database · 2009
Earlier work this paper cites.
In: Computer Vision, 2009 IEEE 12th International Conference on, pp. 365–372. IEEE (2009)
Kumar, N., Berg, A.C., Belhumeur, P.N., Nayar, S.K.: Attribute and simile classifiers for face verification · 2009
Earlier work this paper cites.
In: Proceedings of the 27th international conference on machine learning (ICML-10), pp. 807–814 (2010)
Nair, V., Hinton, G.E.: Rectified linear units improve restricted boltzmann machines · 2010
Earlier work this paper cites.
Pattern Recognition Letters
Zhang, B., Zhang, L., Zhang, D., Shen, L.: Directional binary code with application to polyu near-infrared face database · 2010
Earlier work this paper cites.
In: Advances in neural information processing systems, pp. 1097–1105 (2012)
Krizhevsky, A., Sutskever, I., Hinton, G.E.: Imagenet classification with deep convolutional neural networks · 2012
Earlier work this paper cites.
IEEE Transactions on Image Processing
Murala, S., Maheshwari, R., Balasubramanian, R.: Local tetra patterns: a new feature descriptor for content-based image retrieval · 2012
Earlier work this paper cites.
In: Biometrics: Theory, Applications and Systems (BTAS), 2013 IEEE Sixth International Conference on, pp. 1–8. IEEE (2013)
Beveridge, J.R., Phillips, P.J., Bolme, D.S., Draper, B.A., Givens, G.H., Lui, Y.M., Teli, M.N., Zhang, H., Scruggs, W.T., Bowyer, K.W., et al.: The challenge of face recognition from digital point-and-shoot cameras · 2013
Earlier work this paper cites.
In: Proc. ICML, vol. 30 (2013)
Maas, A.L., Hannun, A.Y., Ng, A.Y.: Rectifier nonlinearities improve neural network acoustic models · 2013
Earlier work this paper cites.
IEEE Transactions on Image Processing
Dubey, S.R., Singh, S.K., Singh, R.K.: Rotation and illumination invariant interleaved intensity order-based local descriptor · 2014
Earlier work this paper cites.
arXiv preprint arXiv:1409.1556 (2014)
Simonyan, K., Zisserman, A.: Very deep convolutional networks for large-scale image recognition · 2014
Cited alongside, same era.
In: Proceedings of the IEEE conference on computer vision and pattern recognition, pp. 1701–1708 (2014)
Taigman, Y., Yang, M., Ranzato, M., Wolf, L.: Deepface: Closing the gap to human-level performance in face verification · 2014
Cited alongside, same era.
In: Proceedings of the 22nd ACM international conference on Multimedia, pp. 157–166. ACM (2014)
Wan, J., Wang, D., Hoi, S.C.H., Wu, P., Zhu, J., Zhang, Y., Li, J.: Deep learning for content-based image retrieval: A comprehensive study · 2014
Cited alongside, same era.
In: Advances in neural information processing systems, pp. 1855–1863 (2015)
Clevert, D.A., Mayr, A., Unterthiner, T., Hochreiter, S.: Rectified factor networks · 2015
Cited alongside, same era.
IEEE Transactions on Image Processing
Dubey, S.R., Singh, S.K., Singh, R.K.: Multichannel decoded local binary patterns for content-based image retrieval · 2016
Later among the works it cites.
In: Proceedings of the IEEE conference on computer vision and pattern recognition, pp. 770–778 (2016)
He, K., Zhang, X., Ren, S., Sun, J.: Deep residual learning for image recognition · 2016
Later among the works it cites.
In: European Conference on Computer Vision, pp. 499–515. Springer (2016)
Wen, Y., Zhang, K., Li, Z., Qiao, Y.: A discriminative feature learning approach for deep face recognition · 2016
Later among the works it cites.
arXiv preprint arXiv:1705.07426 (2017)
Bansal, A., Castillo, C., Ranjan, R., Chellappa, R.: The do’s and don’ts for cnn-based face verification · 2017
Later among the works it cites.
Pattern Recognition Letters (2017)
Chakraborty, S., Singh, S.K., Chakraborty, P.: Centre symmetric quadruple pattern: A novel descriptor for facial image recognition and retrieval · 2017
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Clevert, D.A., Unterthiner, T., Hochreiter, S.: Fast and accurate deep network learning by exponential linear units (elus) · 2015
Cited alongside, same era.
IEEE Signal Processing Letters
Dubey, S.R., Singh, S.K., Singh, R.K.: Local diagonal extrema pattern: a new and efficient feature descriptor for ct image retrieval · 2015
Cited alongside, same era.
IEEE Transactions on Image Processing
Dubey, S.R., Singh, S.K., Singh, R.K.: Local wavelet pattern: A new feature descriptor for image retrieval in medical ct databases · 2015
Cited alongside, same era.
In: Proceedings of the IEEE international conference on computer vision, pp. 1026–1034 (2015)
He, K., Zhang, X., Ren, S., Sun, J.: Delving deep into rectifiers: Surpassing human-level performance on imagenet classification · 2015
Cited alongside, same era.
In: BMVC, vol. 1, p. 6 (2015)
Parkhi, O.M., Vedaldi, A., Zisserman, A., et al.: Deep face recognition · 2015
Cited alongside, same era.
In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 815–823 (2015)
Schroff, F., Kalenichenko, D., Philbin, J.: Facenet: A unified embedding for face recognition and clustering · 2015
Cited alongside, same era.
Expert Systems with Applications
Sharma, S., Dubey, S.R., Singh, S.K., Saxena, R., Singh, R.K.: Identity verification using shape and geometry of human hands · 2015
Cited alongside, same era.
In: Proceedings of the IEEE conference on computer vision and pattern recognition, pp. 1–9 (2015)
Szegedy, C., Liu, W., Jia, Y., Sermanet, P., Reed, S., Anguelov, D., Erhan, D., Vanhoucke, V., Rabinovich, A.: Going deeper with convolutions · 2015
Cited alongside, same era.
Multimedia Tools and Applications
Chakraborty, S., Singh, S.K., Chakraborty, P.: Local directional gradient pattern: a local descriptor for face recognition · 2017
Later among the works it cites.
IEEE Transactions on Image Processing
Liu, P., Guo, J.M., Wu, C.Y., Cai, D.: Fusion of deep learning and compressed domain features for content-based image retrieval · 2017
Later among the works it cites.
arXiv preprint arXiv:1803.07441 (2018)
Dubey, S.R., Mukherjee, S.: Ldop: Local directional order pattern for robust face retrieval · 2018
Closest in time.
Multimedia Tools and Applications pp. 1–27 (2018)
Ge, Y., Jiang, S., Xu, Q., Jiang, C., Ye, F.: Exploiting representations from pre-trained convolutional neural networks for high-resolution remote sensing image retrieval · 2018
Closest in time.
In: 2018 24th International Conference on Pattern Recognition (ICPR), pp. 1223–1228. IEEE (2018)
Qiu, S., Xu, X., Cai, B.: Frelu: Flexible rectified linear units for improving convolutional neural networks · 2018
Closest in time.
Multimedia Tools and Applications
Dubey, S.R.: Face retrieval using frequency decoded local descriptor · 2019
Closest in time.
Multimedia Tools and Applications (2019)
Dubey, S.R.: Local directional relation pattern for unconstrained and robust face retrieval · 2019
Closest in time.
Multimedia Tools and Applications pp. 1–21 (2019)
Li, Y., Wan, L., Fu, T., Hu, W.: Piecewise supervised deep hashing for image retrieval · 2019
Closest in time.
Multimedia Tools and Applications pp. 1–12 (2019)
Ma, X., Jiang, X.: Multimedia image quality assessment based on deep feature extraction · 2019
Closest in time.
Multimedia Tools and Applications
Shamsolmoali, P., Jain, D.K., Zareapoor, M., Yang, J., Alam, M.A.: High-dimensional multimedia classification using deep cnn and extended residual units · 2019
Closest in time.
Multimedia Tools and Applications pp. 1–16 (2019)
Wang, Y., Wang, G., Chen, C., Pan, Z.: Multi-scale dilated convolution of convolutional neural network for image denoising · 2019
Closest in time.
Multimedia Tools and Applications
Zhou, H., Li, Z.: Deep networks with non-static activation function · 2019
Closest in time.