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Prof Linlin Shen

Visiting Professor in Computer Science

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20012025

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  • 2020

    Split and Merge: Component Based Segmentation Network for Text Detection

    Gao, P., Wan, Q. & Shen, L., 2020, Pattern Recognition and Artificial Intelligence - International Conference, ICPRAI 2020, Proceedings. Lu, Y., Vincent, N., Yuen, P. C., Zheng, W.-S., Cheriet, F. & Suen, C. Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 14-27 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12068 LNCS).

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

  • TR-GAN: Topology Ranking GAN with Triplet Loss for Retinal Artery/Vein Classification

    Chen, W., Yu, S., Wu, J., Ma, K., Bian, C., Chu, C., Shen, L. & Zheng, Y., 2020, Medical Image Computing and Computer Assisted Intervention – MICCAI 2020 - 23rd International Conference, Proceedings. Martel, A. L., Abolmaesumi, P., Stoyanov, D., Mateus, D., Zuluaga, M. A., Zhou, S. K., Racoceanu, D. & Joskowicz, L. (eds.). Springer Science and Business Media Deutschland GmbH, p. 616-625 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12265 LNCS).

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

    31 Citations (Scopus)
  • 2019

    Adversarial Feature Distillation for Facial Expression Recognition

    Bai, M., Jia, X., Xie, W. & 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. 80-92 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11672 LNAI).

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

  • Bladder cancer multi-class segmentation in MRI with pyramid-in-pyramid network

    Liu, J., Liu, L., Xu, B., Hou, X., Liu, B., Chen, X., Shen, L. & Qiu, G., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 28-31 4 p. 8759422. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

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

    22 Citations (Scopus)

  • DEEPPOREID: An Effective Pore Representation Descriptor in Direct Pore Matching

    Zhao, Y., Liu, G., Liu, F., Shen, L. & Li, Q., Sept 2019, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. IEEE Computer Society, p. 1690-1694 5 p. 8803128. (Proceedings - International Conference on Image Processing, ICIP; vol. 2019-September).

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

    6 Citations (Scopus)

  • Diabetic Retinopathy Grade and Macular Edema Risk Classification Using Convolutional Neural Networks

    He, J., Shen, L., Ai, X. & Li, X., Jul 2019, 2019 IEEE International Conference on Power, Intelligent Computing and Systems, ICPICS 2019. Institute of Electrical and Electronics Engineers Inc., p. 463-466 4 p. 8942426. (2019 IEEE International Conference on Power, Intelligent Computing and Systems, ICPICS 2019).

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

    17 Citations (Scopus)

  • Disentangled Feature Based Adversarial Learning for Facial Expression Recognition

    Bai, M., Xie, W. & Shen, L., Sept 2019, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. IEEE Computer Society, p. 31-35 5 p. 8802941. (Proceedings - International Conference on Image Processing, ICIP; vol. 2019-September).

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

    16 Citations (Scopus)

  • Dynamic facial models for video-based dimensional affect estimation

    Song, S., Sanchez-Lozano, E., Tellamekala, M. K., Shen, L., Johnston, A. & Valstar, M., Oct 2019, Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019. Institute of Electrical and Electronics Engineers Inc., p. 1608-1617 10 p. 9022266. (Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019).

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

    Open Access
    20 Citations (Scopus)

  • Face Analysis for Coronary Heart Disease Diagnosis

    Lin, S., Zhuang, X., Huang, S., Liu, Y., Shen, L. & Liao, X., Oct 2019, Proceedings - 2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2019. Li, Q. & Wang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., 8966020. (Proceedings - 2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2019).

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

    4 Citations (Scopus)

  • Fine-grained apparel image recognition based on deep learning

    He, J., Jia, X., Li, J., Yu, S. & Shen, L., 2019, Artificial Intelligence on Fashion and Textiles - Proceedings of the Artificial Intelligence on Fashion and Textiles AIFT Conference 2018. Wong, W. K. (ed.). Springer Verlag, p. 171-178 8 p. (Advances in Intelligent Systems and Computing; vol. 849).

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

    1 Citation (Scopus)

  • Introspective Gan for Meshface Recognition

    Chen, W., Shen, L. & Lai, Z., Sept 2019, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. IEEE Computer Society, p. 3472-3476 5 p. 8803594. (Proceedings - International Conference on Image Processing, ICIP; vol. 2019-September).

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

    2 Citations (Scopus)

  • Latent Spatial Features Based on Generative Adversarial Networks for Face Anti-spoofing

    Xia, J., Tang, Y., Jia, X., Shen, L. & Lai, Z., 2019, Biometric Recognition - 14th Chinese Conference, CCBR 2019, Proceedings. Sun, Z., He, R., Shan, S., Feng, J. & Guo, Z. (eds.). Springer, p. 240-249 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11818 LNCS).

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

    2 Citations (Scopus)

  • Local feature tensor based deep learning for 3D face recognition

    Lin, S., Liu, F., Liu, Y. & Shen, L., May 2019, Proceedings - 14th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2019. Institute of Electrical and Electronics Engineers Inc., 8756616. (Proceedings - 14th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2019).

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

    13 Citations (Scopus)

  • Local Normalization Based BN Layer Pruning

    Liu, Y., Jia, X., Shen, L., Ming, Z. & Duan, J., 2019, Artificial Neural Networks and Machine Learning – ICANN 2019: Deep Learning - 28th International Conference on Artificial Neural Networks, Proceedings. Tetko, I. V., Karpov, P., Theis, F. & Kurková, V. (eds.). Springer Verlag, p. 334-346 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11728 LNCS).

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

    5 Citations (Scopus)

  • Look, investigate, and classify: A deep hybrid attention method for breast cancer classification

    Xu, B., Liu, J., Hou, X., Liu, B., Garibaldi, J., Ellis, I. O., Green, A., Shen, L. & Qiu, G., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 914-918 5 p. 8759454. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

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

    Open Access
    30 Citations (Scopus)

  • Outlier-Suppressed Triplet Loss with Adaptive Class-Aware Margins for Facial Expression Recognition

    Tian, Y., Wen, Z., Xie, W., Zhang, X., Shen, L. & Duan, J., Sept 2019, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. IEEE Computer Society, p. 46-50 5 p. 8802918. (Proceedings - International Conference on Image Processing, ICIP; vol. 2019-September).

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

    10 Citations (Scopus)

  • PNet: An Efficient Network for Pneumonia Detection

    Li, Z., Yu, J., Li, X., Li, Y., Dai, W., Shen, L., Mou, L. & Pu, Z., Oct 2019, Proceedings - 2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2019. Li, Q. & Wang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., 8965660. (Proceedings - 2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2019).

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

    12 Citations (Scopus)

  • 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

    67 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

    39 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

    5 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
    109 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
    4 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

    10 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
    245 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

    11 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

    20 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

    31 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
    68 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

    6 Citations (Scopus)