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Prof Linlin Shen

Visiting Professor in Computer Science

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  • 2019

    Robust segmentation of nucleus in histopathology images via mask R-CNN

    Xie, X., Li, Y., Zhang, M. & Shen, L., 2019, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction with MICCAI 2018, Revised Selected Papers. Keyvan, F., Crimi, A., Bakas, S., Reyes, M., van Walsum, T. & Kuijf, H. (eds.). Springer Verlag, p. 428-436 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11383 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    17 Citations (Scopus)

  • SwitchGAN for multi-domain facial image translation

    Zhu, Y., Bai, M., Shen, L. & Wen, Z., Jul 2019, Proceedings - 2019 IEEE International Conference on Multimedia and Expo, ICME 2019. IEEE Computer Society, p. 1198-1203 6 p. 8784788. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2019-July).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    6 Citations (Scopus)

  • Texture deformation based generative adversarial networks for multi-domain face editing

    Chen, W., Xie, X., Jia, X. & Shen, L., 2019, PRICAI 2019: Trends in Artificial Intelligence - 16th Pacific Rim International Conference on Artificial Intelligence, Proceedings. Nayak, A. C. & Sharma, A. (eds.). Springer Verlag, p. 257-269 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11670 LNAI).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)
  • 2018

    Adaptive convolution local and global learning for class-level joint representation of face recognition with single sample per person

    Wen, W., Wang, X., Shen, L. & Yang, M., 26 Nov 2018, 2018 24th International Conference on Pattern Recognition, ICPR 2018. Institute of Electrical and Electronics Engineers Inc., p. 3537-3542 6 p. 8545690. (Proceedings - International Conference on Pattern Recognition; vol. 2018-August).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    3 Citations (Scopus)

  • A Self-Organizing Tensor Architecture for Multi-view Clustering

    He, L., Lu, C. T., Chen, Y., Zhang, J., Shen, L., Yu, P. S. & Wang, F., 27 Dec 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 1007-1012 6 p. 8594935. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    Open Access
    7 Citations (Scopus)

  • Deep learning based gastric cancer identification

    Li, Y., Li, X., Xie, X. & Shen, L., 23 May 2018, 2018 IEEE 15th International Symposium on Biomedical Imaging, ISBI 2018. IEEE Computer Society, p. 182-185 4 p. (Proceedings - International Symposium on Biomedical Imaging; vol. 2018-April).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    60 Citations (Scopus)

  • Deep learning based multimodal brain tumor diagnosis

    Li, Y. & Shen, L., 2018, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 3rd International Workshop, BrainLes 2017, Held in Conjunction with MICCAI 2017, Revised Selected Papers. Menze, B., Crimi, A., Kuijf, H., Reyes, M. & Bakas, S. (eds.). Springer Verlag, p. 149-158 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10670 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    32 Citations (Scopus)

  • Fingerprint pore extraction using convolutional neural networks and logical operation

    Zhao, Y., Liu, F. & Shen, L., 2018, Biometric Recognition - 13th Chinese Conference, CCBR 2018, Proceedings. Sun, Z., Shan, S., Jia, Z., Ubul, K., Zhou, J., Feng, J., Guo, Z. & Wang, Y. (eds.). Springer Verlag, p. 38-47 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10996 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    4 Citations (Scopus)

  • Fusing multiple deep features for face anti-spoofing

    Tang, Y., Wang, X., Jia, X. & Shen, L., 2018, Biometric Recognition - 13th Chinese Conference, CCBR 2018, Proceedings. Sun, Z., Shan, S., Jia, Z., Ubul, K., Zhou, J., Feng, J., Guo, Z. & Wang, Y. (eds.). Springer Verlag, p. 321-330 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10996 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    7 Citations (Scopus)

  • GT-net: A deep learning network for gastric tumor diagnosis

    Li, Y., Xie, X., Liu, S., Li, X. & Shen, L., 13 Dec 2018, Proceedings - 2018 IEEE 30th International Conference on Tools with Artificial Intelligence, ICTAI 2018. IEEE Computer Society, p. 20-24 5 p. 8576012. (Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI; vol. 2018-November).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    16 Citations (Scopus)

  • Hand-crafted feature guided deep learning for facial expression recognition

    Zeng, G., Zhou, J., Jia, X., Xie, W. & Shen, L., 5 Jun 2018, Proceedings - 13th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2018. Institute of Electrical and Electronics Engineers Inc., p. 423-430 8 p. (Proceedings - 13th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2018).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    60 Citations (Scopus)

  • Human behaviour-based automatic depression analysis using hand-crafted statistics and deep learned spectral features

    Song, S., Shen, L. & Valstar, M., 5 Jun 2018, Proceedings - 13th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2018. Institute of Electrical and Electronics Engineers Inc., p. 158-165 8 p. (Proceedings - 13th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2018).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    Open Access
    95 Citations (Scopus)

  • Noise Invariant Frame Selection: A Simple Method to Address the Background Noise Problem for Text-independent Speaker Verification

    Song, S., Zhang, S., Schuller, B. W., Shen, L. & Valstar, M., 10 Oct 2018, 2018 International Joint Conference on Neural Networks, IJCNN 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 8489497. (Proceedings of the International Joint Conference on Neural Networks; vol. 2018-July).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    Open Access
    3 Citations (Scopus)

  • Optic disc and fovea detection using multi-stage region-based convolutional neural network

    Li, X., Shen, L. & Duan, J., 13 Oct 2018, ISICDM 2018 - Proceedings of the 2nd International Symposium on Image Computing and Digital Medicine. Association for Computing Machinery, p. 7-11 5 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    10 Citations (Scopus)
  • 2017

    A deep residual inception network for HEp-2 cell classification

    Li, Y. & Shen, L., 2017, Deep Learning in Medical Image Analysis and Multimodal Learning for Clinical Decision Support - 3rd International Workshop, DLMIA 2017 and 7th International Workshop, ML-CDS 2017 Held in Conjunction with MICCAI 2017, Proceedings. Arbel, T. & Cardoso, M. J. (eds.). Springer Verlag, p. 12-20 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10553 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    19 Citations (Scopus)

  • A novel adaptive local thresholding approach for segmentation of HEp-2 cell images

    Zhou, X., Li, Y. & Shen, L., 27 Mar 2017, 2016 IEEE International Conference on Signal and Image Processing, ICSIP 2016. Institute of Electrical and Electronics Engineers Inc., p. 174-178 5 p. 7888247. (2016 IEEE International Conference on Signal and Image Processing, ICSIP 2016).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    9 Citations (Scopus)

  • Deep feature consistent variational autoencoder

    Hou, X., Shen, L., Sun, K. & Qiu, G., 11 May 2017, Proceedings - 2017 IEEE Winter Conference on Applications of Computer Vision, WACV 2017. Institute of Electrical and Electronics Engineers Inc., p. 1133-1141 9 p. 7926714. (Proceedings - 2017 IEEE Winter Conference on Applications of Computer Vision, WACV 2017).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    Open Access
    232 Citations (Scopus)

  • Feature Guided Fingerprint Pore Matching

    Liu, F., Zhao, Y. & Shen, L., 2017, Biometric Recognition - 12th Chinese Conference, CCBR 2017, Proceedings. Wang, Y., Qiao, Y., Zhou, J., Feng, J., Sun, Z., Guo, Z., Shan, S., Shen, L., Yu, S. & Xu, Y. (eds.). Springer Verlag, p. 334-343 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10568 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    8 Citations (Scopus)

  • Fusing 3D Gabor and Block-Wise Spatial Features for Hyperspectral Palmprint Recognition

    Li, M., Xie, W. & Shen, L., 2017, Biometric Recognition - 12th Chinese Conference, CCBR 2017, Proceedings. Wang, Y., Qiao, Y., Zhou, J., Feng, J., Sun, Z., Guo, Z., Shan, S., Shen, L., Yu, S. & Xu, Y. (eds.). Springer Verlag, p. 361-369 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10568 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    3 Citations (Scopus)

  • Fuzzy entropy thresholding and multi-scale morphological approach for microscopic image enhancement

    Zhou, J., Li, Y. & Shen, L., 2017, Ninth International Conference on Digital Image Processing, ICDIP 2017. Jiang, X. & Falco, C. M. (eds.). SPIE, 104202K. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 10420).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • Gabor phase feature-based hyperspectral imagery classification

    Jia, S., Xie, H., Deng, L. & Shen, L., 28 Aug 2017, 2017 IEEE International Conference on Multimedia and Expo, ICME 2017. IEEE Computer Society, p. 1291-1296 6 p. 8019317. (Proceedings - IEEE International Conference on Multimedia and Expo).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • HEp-2 cell classification based on a Deep Autoencoding-Classification convolutional neural network

    Liu, J., Xu, B., Shen, L., Garibaldi, J. & Qiu, G., 15 Jun 2017, 2017 IEEE 14th International Symposium on Biomedical Imaging, ISBI 2017. IEEE Computer Society, p. 1019-1023 5 p. 7950689. (Proceedings - International Symposium on Biomedical Imaging).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    17 Citations (Scopus)

  • Kernelized support tensor machines

    He, L., Lu, C. T., Ma, G., Wang, S., Shen, L., Yu, P. S. & Ragin, A. B., 2017, 34th International Conference on Machine Learning, ICML 2017. International Machine Learning Society (IMLS), p. 2289-2298 10 p. (34th International Conference on Machine Learning, ICML 2017; vol. 3).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    14 Citations (Scopus)

  • Multi-way multi-level Kernel modeling for neuroimaging classification

    He, L., Lu, C. T., Ding, H., Wang, S., Shen, L., Yu, P. S. & Ragin, A. B., 6 Nov 2017, Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017. Institute of Electrical and Electronics Engineers Inc., p. 6846-6854 9 p. (Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017; vol. 2017-January).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    17 Citations (Scopus)

  • Object specific deep feature and its application to face detection

    Hou, X., Zhu, J., Sun, K., Shen, L. & Qiu, G., 19 Jul 2017, Proceedings of the 15th IAPR International Conference on Machine Vision Applications, MVA 2017. Institute of Electrical and Electronics Engineers Inc., p. 173-176 4 p. 7986829. (Proceedings of the 15th IAPR International Conference on Machine Vision Applications, MVA 2017).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)

  • Positive and negative HEp-2 image classification fusing global and local features

    Zhou, J., Li, Y., Zhou, X. & Shen, L., 2 Jul 2017, Proceedings - 2017 10th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2017. Li, Q., Wang, L., Zhou, M., Sun, L., Qiu, S. & Liu, H. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p. (Proceedings - 2017 10th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2017; vol. 2018-January).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)

  • Synthesis and Recognition of Internet Celebrity Face Based on Deep Learning

    Zhou, J., Zeng, G., He, J., Jia, X. & Shen, L., 2017, Biometric Recognition - 12th Chinese Conference, CCBR 2017, Proceedings. Wang, Y., Qiao, Y., Zhou, J., Feng, J., Sun, Z., Guo, Z., Shan, S., Shen, L., Yu, S. & Xu, Y. (eds.). Springer Verlag, p. 145-153 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10568 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • 2016

    Analysis-Synthesis dictionary learning for universality-particularity representation based classification

    Yang, M., Liu, W., Luo, W. & Shen, L., 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI Press, p. 2251-2257 7 p. (30th AAAI Conference on Artificial Intelligence, AAAI 2016).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    33 Citations (Scopus)

  • Deep convolutional neural network based HEp-2 cell classification

    Jia, X., Shen, L., Zhou, X. & Yu, S., 1 Jan 2016, 2016 23rd International Conference on Pattern Recognition, ICPR 2016. Institute of Electrical and Electronics Engineers Inc., p. 77-80 4 p. 7899611. (Proceedings - International Conference on Pattern Recognition; vol. 0).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    30 Citations (Scopus)

  • HEP-2 cell image classification using local features and K-means clustering based joint sparse representation

    Zhou, X., Li, Y., Wu, W. & Shen, L., 2 Nov 2016, Proceedings of 2016 International Conference on Wavelet Analysis and Pattern Recognition, ICWAPR 2016. IEEE Computer Society, p. 179-183 5 p. 7731640. (International Conference on Wavelet Analysis and Pattern Recognition; vol. 2016-November).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • HEp-2 specimen classification with fully convolutional network

    Li, Y., Shen, L., Zhou, X. & Yu, S., 1 Jan 2016, 2016 23rd International Conference on Pattern Recognition, ICPR 2016. Institute of Electrical and Electronics Engineers Inc., p. 96-100 5 p. 7899615. (Proceedings - International Conference on Pattern Recognition; vol. 0).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    11 Citations (Scopus)

  • Joint community and structural hole spanner detection via harmonic modularity

    He, L., Lu, C. T., Ma, J., Cao, J., Shen, L. & Yu, P. S., 13 Aug 2016, KDD 2016 - Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 875-884 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 13-17-August-2016).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    Open Access
    67 Citations (Scopus)

  • Lighting difference based wrinkle mapping for expression synthesis

    Xie, W., Shen, L., Yang, M. & Hou, Q., 16 Feb 2016, Proceedings - 2015 8th International Congress on Image and Signal Processing, CISP 2015. Wang, L., Lin, S., Tao, Z., Zeng, B., Hui, X., Shao, L. & Liang, J. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 636-641 6 p. 7407956. (Proceedings - 2015 8th International Congress on Image and Signal Processing, CISP 2015).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    5 Citations (Scopus)

  • Robust local representation for face recognition with single sample per person

    Wang, X., Yang, M., Shen, L. & Chang, H., 7 Jun 2016, Proceedings - 3rd IAPR Asian Conference on Pattern Recognition, ACPR 2015. Institute of Electrical and Electronics Engineers Inc., p. 11-15 5 p. 7486456. (Proceedings - 3rd IAPR Asian Conference on Pattern Recognition, ACPR 2015).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    4 Citations (Scopus)

  • Sample diversity, discriminative and comprehensive dictionary learning for face recognition

    Lin, G., Yang, M., Shen, L., Xie, W. & Zheng, Z., 2016, Biometric Recognition - 11th Chinese Conference, CCBR 2016, Proceedings. Shan, S., You, Z., Zhou, J., Zheng, W., Wang, Y., Sun, Z., Feng, J. & Zhao, Q. (eds.). Springer Verlag, p. 102-111 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9967 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Spatio-temporal tensor analysis for whole-brain fMRI classification

    Ma, G., He, L., Lu, C. T., Yu, P. S., Shen, L. & Ragin, A. B., 2016, 16th SIAM International Conference on Data Mining 2016, SDM 2016. Venkatasubramanian, S. C. & Meira, W. (eds.). Society for Industrial and Applied Mathematics Publications, p. 819-827 9 p. (16th SIAM International Conference on Data Mining 2016, SDM 2016).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    18 Citations (Scopus)

  • View invariant gait recognition using only one uniform model

    Yu, S., Wang, Q., Shen, L. & Huang, Y., 1 Jan 2016, 2016 23rd International Conference on Pattern Recognition, ICPR 2016. Institute of Electrical and Electronics Engineers Inc., p. 889-894 6 p. 7899748. (Proceedings - International Conference on Pattern Recognition; vol. 0).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    17 Citations (Scopus)
  • 2015

    Band selection for Gabor feature based hyperspectral palmprint recognition

    Shen, L., Dai, Z., Jia, S., Yang, M., Lai, Z. & Yu, S., 29 Jun 2015, Proceedings of 2015 International Conference on Biometrics, ICB 2015. Institute of Electrical and Electronics Engineers Inc., p. 416-421 6 p. 7139104. (Proceedings of 2015 International Conference on Biometrics, ICB 2015).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    12 Citations (Scopus)

  • Dictionary pair learning with block-diagonal structure for image classification

    Yang, M., Luo, W. & Shen, L., 2015, Intelligence Science and Big Data Engineering: Image and Video Data Engineering - 5th International Conference, IScIDE 2015, Revised Selected Papers. He, X., Zhou, Z.-H., Gao, X., Liu, Z.-Y., Zhang, Y., Fu, B., Hu, F. & Zhang, Z. (eds.). Springer Verlag, p. 288-299 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9242).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    4 Citations (Scopus)

  • Facial memorability prediction fusing geometric and texture features

    Dai, Z., Pan, Z., Wu, Y., Shen, L. & Hou, Q., 28 Sept 2015, 2015 IEEE International Conference on Information and Automation, ICIA 2015 - In conjunction with 2015 IEEE International Conference on Automation and Logistics. Institute of Electrical and Electronics Engineers Inc., p. 998-1002 5 p. 7279432. (2015 IEEE International Conference on Information and Automation, ICIA 2015 - In conjunction with 2015 IEEE International Conference on Automation and Logistics).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • Feature-based 3D reconstruction model for close-range objects and its application to human finger

    Liu, F., Shen, L. & Zhang, D., 2015, Computer Vision CCF Chinese Conference, CCCV 2015, Proceedings. Wang, L., Zha, H., Chen, X. & Miao, Q. (eds.). Springer Verlag, p. 379-393 15 p. (Communications in Computer and Information Science; vol. 547).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    Open Access
    1 Citation (Scopus)

  • Gabor feature based dictionary fusion for hyperspectral imagery classification

    Jia, S., Hu, J., Tang, G., Shen, L. & Deng, L., 10 Nov 2015, 2015 IEEE International Geoscience and Remote Sensing Symposium, IGARSS 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 433-436 4 p. 7325793. (International Geoscience and Remote Sensing Symposium (IGARSS); vol. 2015-November).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • HEp-2 cells classification via novel object graph based feature and random forest

    Liu, J., Shen, L., Qiu, G. & Shu, J., 2015, IET Conference Publications. CP680 ed. Institution of Engineering and Technology, (IET Conference Publications; vol. 2015, no. CP680).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)

  • Hyperspectral image classification using Fisher criterion-based Gabor cube selection and multi-task joint sparse representation

    Jia, S., Xie, Y., Shen, L. & Deng, L., 2 Jul 2015, 2015 7th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, WHISPERS 2015. IEEE Computer Society, 8075364. (Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing; vol. 2015-June).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)

  • Joint regularized nearest points for image set based face recognition

    Yang, M., Liu, W. & Shen, L., 17 Jul 2015, 2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2015. Institute of Electrical and Electronics Engineers Inc., 7163108. (2015 11th IEEE International Conference and Workshops on Automatic Face and Gesture Recognition, FG 2015).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    7 Citations (Scopus)

  • Local variation joint representation for face recognition with single sample per person

    Yang, M., Song, T., Yu, S. & Shen, L., 2015, Computer Vision CCF Chinese Conference, CCCV 2015, Proceedings. Wang, L., Zha, H., Chen, X. & Miao, Q. (eds.). Springer Verlag, p. 41-50 10 p. (Communications in Computer and Information Science; vol. 547).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    Open Access
    1 Citation (Scopus)

  • Orthogonal self-guided similarity preserving projections

    Fang, X., Xu, Y., Zhang, Z., Lai, Z. & Shen, L., 9 Dec 2015, 2015 IEEE International Conference on Image Processing, ICIP 2015 - Proceedings. IEEE Computer Society, p. 344-348 5 p. 7350817. (Proceedings - International Conference on Image Processing, ICIP; vol. 2015-December).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • Structured regularized robust coding for face recognition

    Yang, M., Song, T., Liu, F. & Shen, L., 2015, Computer Vision CCF Chinese Conference, CCCV 2015, Proceedings. Wang, L., Zha, H., Chen, X. & Miao, Q. (eds.). Springer Verlag, p. 80-89 10 p. (Communications in Computer and Information Science; vol. 547).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    4 Citations (Scopus)
  • 2014

    Coding 3D gabor features for hyperspectral palmprint recognition

    Shen, L., Wu, W., Jia, S. & Guo, Z., 2014, Proceedings - 2014 International Conference on Medical Biometrics, ICMB 2014. IEEE Computer Society, p. 169-173 5 p. 6845845. (Proceedings - 2014 International Conference on Medical Biometrics, ICMB 2014).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    8 Citations (Scopus)

  • Latent dictionary learning for sparse representation based classification

    Yang, M., Dai, D., Shen, L. & Van Gool, L., 24 Sept 2014, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE Computer Society, p. 4138-4145 8 p. 6909923. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    Open Access
    110 Citations (Scopus)