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Prof Linlin Shen

Visiting Professor in Computer Science

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  • 2021

    High Quality Facial Data Synthesis and Fusion for 3D Low-quality Face Recognition

    Lin, S., Jiang, C., Liu, F. & Shen, L., 4 Aug 2021, 2021 IEEE International Joint Conference on Biometrics, IJCB 2021. Institute of Electrical and Electronics Engineers Inc., 9484339. (2021 IEEE International Joint Conference on Biometrics, IJCB 2021).

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

    6 Citations (Scopus)

  • HI-Net: Hyperdense Inception 3D UNet for Brain Tumor Segmentation

    Qamar, S., Ahmad, P. & Shen, L., 2021, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 6th International Workshop, BrainLes 2020, Held in Conjunction with MICCAI 2020, Revised Selected Papers. Crimi, A. & Bakas, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 50-57 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12659 LNCS).

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

    Open Access
    10 Citations (Scopus)

  • Imperceptible adversarial attack with entropy feature and segmentation-based constraint

    Li, R., Lin, Q., Fu, Y., Xie, W. & Shen, L., 15 Oct 2021, ICCPR 2021 - Proceedings of 2021 10th International Conference on Computing and Pattern Recognition. Association for Computing Machinery, p. 12-17 6 p. (ACM International Conference Proceeding Series).

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

  • Multi-scale Attention-Based Feature Pyramid Networks for Object Detection

    Zhao, X., Chen, J., Liu, M., Ye, K. & Shen, L., 2021, Image and Graphics - 11th International Conference, ICIG 2021, Proceedings. Peng, Y., Hu, S-M., Gabbouj, M., Zhou, K., Elad, M. & Xu, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 405-417 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12888 LNCS).

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

    5 Citations (Scopus)

  • One-Class Face Anti-spoofing Based on Attention Auto-encoder

    Huang, X., Xia, J. & Shen, L., 2021, Biometric Recognition - 15th Chinese Conference, CCBR 2021, Proceedings. Feng, J., Zhang, J., Liu, M. & Fang, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 365-373 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12878 LNCS).

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

    3 Citations (Scopus)

  • Online Refinement of Low-level Feature Based Activation Map for Weakly Supervised Object Localization

    Xie, J., Luo, C., Zhu, X., Jin, Z., Lu, W. & Shen, L., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Institute of Electrical and Electronics Engineers Inc., p. 132-141 10 p. (Proceedings of the IEEE International Conference on Computer Vision).

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

    Open Access
    45 Citations (Scopus)

  • Personality Recognition by Modelling Person-specific Cognitive Processes using Graph Representation

    Shao, Z., Song, S., Jaiswal, S., Shen, L., Valstar, M. & Gunes, H., 17 Oct 2021, MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 357-366 10 p. (MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia).

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

    Open Access
    21 Citations (Scopus)

  • PointFace: Point Set Based Feature Learning for 3D Face Recognition

    Jiang, C., Lin, S., Chen, W., Liu, F. & Shen, L., 4 Aug 2021, 2021 IEEE International Joint Conference on Biometrics, IJCB 2021. Institute of Electrical and Electronics Engineers Inc., 9484368. (2021 IEEE International Joint Conference on Biometrics, IJCB 2021).

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

    8 Citations (Scopus)

  • RamFace: Race Adaptive Margin Based Face Recognition for Racial Bias Mitigation

    Yang, Z., Zhu, X., Jiang, C., Liu, W. & Shen, L., 4 Aug 2021, 2021 IEEE International Joint Conference on Biometrics, IJCB 2021. Institute of Electrical and Electronics Engineers Inc., 9484352. (2021 IEEE International Joint Conference on Biometrics, IJCB 2021).

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

    6 Citations (Scopus)

  • Selective Multi-scale Learning for Object Detection

    Chen, J., Lu, W. & Shen, L., 2021, Artificial Neural Networks and Machine Learning – ICANN 2021 - 30th International Conference on Artificial Neural Networks, Proceedings. Farkaš, I., Masulli, P., Otte, S. & Wermter, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-14 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12892 LNCS).

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

    Open Access
    2 Citations (Scopus)

  • Self-attention based Text Knowledge Mining for Text Detection

    Wan, Q., Ji, H. & Shen, L., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 5979-5988 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

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

    32 Citations (Scopus)

  • SSFlow: Style-guided Neural Spline Flows for Face Image Manipulation

    Liang, H., Hou, X. & Shen, L., 17 Oct 2021, MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 79-87 9 p. (MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia).

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

    6 Citations (Scopus)

  • Translate the Facial Regions You Like Using Self-Adaptive Region Translation

    Liu, W., Chen, W., Yang, Z. & Shen, L., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 2180-2188 9 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 3A).

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

    6 Citations (Scopus)
  • 2020

    Analyzing facial temporal patterns for face anti-spoofing

    Xia, J., Song, S., Tang, Y. & Shen, L., 30 Oct 2020, ICCPR 2020 - Proceedings of 2020 9th International Conference on Computing and Pattern Recognition. Association for Computing Machinery, p. 200-207 8 p. 3437404. (ACM International Conference Proceeding Series).

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

    1 Citation (Scopus)

  • Automatic primary gross tumor volume segmentation for nasopharyngeal carcinoma using ResSE-UNet

    Jin, Z., Li, X. C., Shen, L., Lang, J., Li, J., Wu, J., Xu, P. & Duan, J., Jul 2020, Proceedings - 2020 IEEE 33rd International Symposium on Computer-Based Medical Systems, CBMS 2020. de Herrera, A. G. S., Rodriguez Gonzalez, A., Santosh, KC., Temesgen, Z., Kane, B. & Soda, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 585-590 6 p. 9183362. (Proceedings - IEEE Symposium on Computer-Based Medical Systems; vol. 2020-July).

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

    7 Citations (Scopus)

  • Clustering-Based Adaptive Dropout for CNN-Based Classification

    Wen, Z., Ke, Z., Xie, W. & Shen, L., 2020, Pattern Recognition - 5th Asian Conference, ACPR 2019, Revised Selected Papers. Palaiahnakote, S., Sanniti di Baja, G., Wang, L. & Yan, W. Q. (eds.). Springer, p. 46-58 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12046 LNCS).

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

  • CycleGAN-Based Image Translation for Near-Infrared Camera-Trap Image Recognition

    Gao, R., Zheng, S., He, J. & 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. 453-464 12 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

    1 Citation (Scopus)

  • Feature embedding based text instance grouping for largely spaced and occluded text detection

    Gao, P., Wan, Q., Gao, R. W. & Shen, L. L., 2020, Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 1709-1716 8 p. 9412943. (Proceedings - International Conference on Pattern Recognition).

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

  • Feature map masking based single-stage face detection

    Zhang, X., Chen, J., Xie, W. & Shen, L., 28 Sept 2020, IJCB 2020 - IEEE/IAPR International Joint Conference on Biometrics. Institute of Electrical and Electronics Engineers Inc., 9304927. (IJCB 2020 - IEEE/IAPR International Joint Conference on Biometrics).

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

  • Geometry Constrained Weakly Supervised Object Localization

    Lu, W., Jia, X., Xie, W., Shen, L., Zhou, Y. & Duan, J., 2020, Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 481-496 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12371 LNCS).

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

    Open Access
    42 Citations (Scopus)

  • Group-wise dynamic dropout based on latent semantic variations

    Ke, Z., Wen, Z., Xie, W., Wang, Y. & Shen, L., 2020, AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. AAAI Press, p. 11229-11236 8 p. (AAAI 2020 - 34th AAAI Conference on Artificial Intelligence).

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

    5 Citations (Scopus)

  • Group-wise feature orthogonalization and suppression for GAN based facial attribute translation

    Wen, Z., Wu, H., Xie, W. & Shen, L., 2020, Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 3767-3774 8 p. 9412434. (Proceedings - International Conference on Pattern Recognition).

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

    3 Citations (Scopus)

  • Hybrid labels for brain tumor segmentation

    Ahmad, P., Qamar, S., Hashemi, S. R. & Shen, L., 2020, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 5th International Workshop, BrainLes 2019, Held in Conjunction with MICCAI 2019, Revised Selected Papers. Crimi, A. & Bakas, S. (eds.). Springer, p. 158-166 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11993 LNCS).

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

    11 Citations (Scopus)

  • Instance-Aware Self-supervised Learning for Nuclei Segmentation

    Xie, X., Chen, J., Li, Y., Shen, L., Ma, K. & 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. 341-350 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

    Open Access
    32 Citations (Scopus)

  • MI$$^2$$ GAN: Generative Adversarial Network for Medical Image Domain Adaptation Using Mutual Information Constraint

    Xie, X., Chen, J., Li, Y., Shen, L., Ma, K. & 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. 516-525 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12262 LNCS).

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

    Open Access
    12 Citations (Scopus)

  • One-stage multi-task detector for 3D cardiac MR imaging

    Lu, W., Jia, X., Chen, W., Savioli, N., de Marvao, A., Shen, L., O'Regan, D. & Duan, J., 2020, Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 1949-1955 7 p. 9412087. (Proceedings - International Conference on Pattern Recognition).

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

  • Pose-aware multi-feature fusion network for driver distraction recognition

    Wu, M., Zhang, X., Shen, L. & Yu, H., 2020, Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 1228-1235 8 p. 9413337. (Proceedings - International Conference on Pattern Recognition).

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

    12 Citations (Scopus)

  • Satgan: Augmenting age biased dataset for cross-age face recognition

    Liu, W., Chen, W., Zhu, Y. & Shen, L., 2020, Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 1368-1375 8 p. 9412084. (Proceedings - International Conference on Pattern Recognition).

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

    2 Citations (Scopus)

  • Self-Supervised CycleGAN for Object-Preserving Image-to-Image Domain Adaptation

    Xie, X., Chen, J., Li, Y., Shen, L., Ma, K. & Zheng, Y., 2020, Computer Vision – ECCV 2020 - 16th European Conference 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 498-513 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12365 LNCS).

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

    17 Citations (Scopus)

  • Self-supervised learning of dynamic representations for static images

    Song, S., Sanchez, E., Shen, L. & Valstar, M., 2020, Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 1619-1626 8 p. 9412942. (Proceedings - International Conference on Pattern Recognition).

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

    4 Citations (Scopus)

  • 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

    Open Access
    21 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

    15 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

    5 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

    12 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

    12 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
    16 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

    3 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

    9 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

    1 Citation (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
    25 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

    9 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

    9 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)