Prof Linlin Shen

Research output

Research output per year 2001 2017 2018 2019 2020 2021 2022 2023 2023

• 163 Conference contribution
• 135 Article
• 3 Paper
• 3 Conference article
• 8 More
  • 3 Review article
  • 2 Book Chapter
  • 2 Editorial
  • 1 Comment/debate

Research output per year

Research output per year

Search results

• Conference contribution

  3D Gabor wavelets for evaluating medical image registration algorithms

  Shen, L., Auer, D. & Bai, L., 2006, Medical Imaging and Augmented Reality - Third International Workshop. Springer Verlag, p. 261-268 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4091 LNCS).

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

  • Gabor Wavelet 100%
  • Image Registration 88%
  • Medical Image 87%
  • Image registration 67%
  • Descriptors 46%

• A boosted cascade of directional local binary patterns for multispectral palmprint recognition

  Shen, L., Liu, B. & He, J., 2013, Biometric Recognition - 8th Chinese Conference, CCBR 2013, Proceedings. p. 233-240 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8232 LNCS).

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

  • Palmprint recognition 100%
  • Binary codes 86%
  • Cascade 74%
  • Lighting 56%
  • Binary 52%
  3 Citations (Scopus)

• A Coarse Feature Reuse Deep Neural Network for CXR Lesion Detection

  Yang, X., Li, X., Shen, L., Cao, M. & Zhou, C., 2021, Proceedings - 11th International Conference on Information Technology in Medicine and Education, ITME 2021. Institute of Electrical and Electronics Engineers Inc., p. 307-313 7 p. (Proceedings - 11th International Conference on Information Technology in Medicine and Education, ITME 2021).

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

  • Neural Networks 100%
  • neural network 99%
  • Reuse 92%
  • Feature Extraction 86%
  • Lung 82%
  1 Citation (Scopus)

• A Contrastive Learning-based PPC-UNet for Colorectal Histopathology Whole Slide Image Segmentation

  Wang, Y., Li, X., Liu, J., Shen, L., Sun, K. & Wang, S., 2021, Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021. Huang, Y., Kurgan, L., Luo, F., Hu, X. T., Chen, Y., Dougherty, E., Kloczkowski, A. & Li, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2072-2079 8 p. (Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021).

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

  • Histopathology 100%
  • Colorectal Cancer 86%
  • Image Segmentation 86%
  • Biopsy 68%
  • Propagation 56%
  2 Citations (Scopus)

• Activation Template Matching Loss for Explainable Face Recognition

  Lin, H., Liu, H., Li, Q. & Shen, L., 2023, 2023 IEEE 17th International Conference on Automatic Face and Gesture Recognition, FG 2023. Institute of Electrical and Electronics Engineers Inc., (2023 IEEE 17th International Conference on Automatic Face and Gesture Recognition, FG 2023).

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

  Open Access

  • Template matching 100%
  • Face recognition 80%
  • Chemical activation 75%
  • Visualization 16%
  • Experiments 7%

• 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

  • Convolution 100%
  • Face recognition 97%
  • Classifiers 17%
  3 Citations (Scopus)

• 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

  • Fluorescence 100%
  • Benchmarking 90%
  • Electric fuses 89%
  • Microscopes 83%
  • Image analysis 83%
  17 Citations (Scopus)

• Adversarial Defence by Diversified Simultaneous Training of Deep Ensembles

  Huang, B., Ke, Z., Wang, Y., Wang, W., Shen, L. & Liu, F., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 7823-7831 9 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 9A).

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

  • Classifiers 100%
  11 Citations (Scopus)

• 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

  • Facial Expression Recognition 100%
  • Distillation 66%
  • Branch 30%
  • Experiments 17%
  • Attribute 13%

• 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

  • Glossaries 100%
  • Labels 6%
  33 Citations (Scopus)

• 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

  • Long short-term memory 100%
  • Face recognition 82%
  • Convolutional neural networks 78%
  • Memory architecture 53%
  • Electric fuses 44%
  1 Citation (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

  • Pattern recognition 100%
  8 Citations (Scopus)

• A novel eye location algorithm based on radial symmetry transform

  Li, B., Linlin, S. & Yan, W., 2006, Proceedings - 18th International Conference on Pattern Recognition, ICPR 2006. p. 511-514 4 p. 1699576. (Proceedings - International Conference on Pattern Recognition; vol. 3).

  Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
  50 Citations (Scopus)

• Applying LBP operator to Gabor response for palmprint identification

  Shen, L., Ji, Z., Zhang, L. & Guo, Z., 2009, Proceedings - 2009 International Conference on Information Engineering and Computer Science, ICIECS 2009. 5364805. (Proceedings - 2009 International Conference on Information Engineering and Computer Science, ICIECS 2009).

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

  • Pixels 100%
  • Operator 62%
  • Gabor Wavelet 55%
  • Experiments 47%
  • Pixel 40%
  6 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

  • Tensors 100%
  • Clustering algorithms 30%
  • Experiments 11%
  7 Citations (Scopus)

• A SVM face recognition method based on optimized gabor features

  Shen, L., Bai, L. & Ji, Z., 2007, Advances in Visual Information Systems - 9th International Conference, VISUAL 2007, Revised Selected Papers. Springer Verlag, p. 165-174 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4781 LNCS).

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

  • Face Recognition 100%
  • Support Vector Machine 74%
  • Face recognition 56%
  • Support vector machines 47%
  • Feature Extraction 44%
  13 Citations (Scopus)

• Augmented Feature Representation with Parallel Convolution for Cross-domain Facial Expression Recognition

  Yang, F., Xie, W., Zhong, T., Hu, J. & Shen, L., 2022, Biometric Recognition - 16th Chinese Conference, CCBR 2022, Proceedings. Deng, W., Feng, J., Zheng, F., Huang, D., Kan, M., Sun, Z., He, Z. & Wang, W. (eds.). Springer Science and Business Media Deutschland GmbH, p. 297-306 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13628 LNCS).

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

  • Facial Expression Recognition 100%
  • Convolution 48%
  • Performance 29%
  • Output 18%
  • Margin 14%
  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

  • Entropy 100%
  • Nasopharyngeal Carcinoma 94%
  • Tumors 85%
  • Tumor Burden 79%
  • Endemic Diseases 27%
  7 Citations (Scopus)

• Backbone Based Feature Enhancement for Object Detection

  Ji, H., Lu, W. & Shen, L., 2021, Computer Vision – ACCV 2020 - 15th Asian Conference on Computer Vision, 2020, Revised Selected Papers. Ishikawa, H., Liu, C-L., Pajdla, T. & Shi, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 56-70 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12624 LNCS).

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

  • Object Detection 100%
  • Backbone 73%
  • Enhancement 66%
  • Object detection 58%
  • Anchors 57%

• Band selection-based Gabor wavelet feature extraction for hyperspectral imagery classification

  Jia, S., Shen, L. & Deng, L., 2012, 2012 4th Workshop on Hyperspectral Image and Signal Processing, WHISPERS 2012. IEEE Computer Society, 6874271. (Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing).

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

  • Feature extraction 100%
  • Convolution 31%
  • Mathematical operators 29%
  • Clustering algorithms 29%
  • Fusion reactions 26%
  1 Citation (Scopus)

• 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

  • Palmprint recognition 100%
  • Facial Recognition 92%
  • Cluster Analysis 63%
  • Feature extraction 54%
  • Hyperspectral imaging 52%
  10 Citations (Scopus)

• 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

  • Magnetic resonance imaging 100%
  • Tumors 97%
  • Urinary Bladder Neoplasms 91%
  • Convolution 46%
  • Convolutional neural networks 43%
  14 Citations (Scopus)

• Breast Lesions Segmentation using Dual-level UNet (DL-UNet)

  Zhao, Y., Lai, Z., Shen, L. & Kong, H., 2022, Proceedings - 2022 IEEE 35th International Symposium on Computer-Based Medical Systems, CBMS 2022. Shen, L., Gonzalez, A. R., Santosh, KC., Lai, Z., Sicilia, R., Almeida, J. R. & Kane, B. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 339-344 6 p. (Proceedings - IEEE Symposium on Computer-Based Medical Systems; vol. 2022-July).

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

  • Fusion reactions 100%
  • Breast 95%
  • Breast Diseases 78%
  • Women's Health 75%
  • Tissue 35%
  1 Citation (Scopus)

• C²AM: Contrastive learning of Class-agnostic Activation Map for Weakly Supervised Object Localization and Semantic Segmentation

  Xie, J., Xiang, J., Chen, J., Hou, X., Zhao, X. & Shen, L., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 979-988 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

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

  • Chemical activation 100%
  • Semantics 76%
  • Image classification 23%
  • Textures 17%
  • Color 16%
  52 Citations (Scopus)

• CCF-Net: A Cascade Center-Based Framework Towards Efficient Human Parts Detection

  Ye, K., Ji, H., Li, Y., Wang, L., Liu, P. & Shen, L., 2023, MultiMedia Modeling - 29th International Conference, MMM 2023, Proceedings. Dang-Nguyen, D-T., Gurrin, C., Smeaton, A. F., Larson, M., Rudinac, S., Dao, M-S., Trattner, C. & Chen, P. (eds.). Springer Science and Business Media Deutschland GmbH, p. 177-189 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13834 LNCS).

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

  • Cascade 100%
  • Human 85%
  • Framework 54%
  • Distillation 48%
  • Costs 35%

• Cervical Cell Detection Benchmark with Effective Feature Representation

  Zhang, M. & Shen, L., 2021, Cognitive Systems and Signal Processing - 5th International Conference, ICCSIP 2020, Revised Selected Papers. Sun, F., Liu, H. & Fang, B. (eds.). Springer Science and Business Media Deutschland GmbH, p. 402-413 12 p. (Communications in Computer and Information Science; vol. 1397 CCIS).

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

  • Cytology 100%
  • Benchmark 67%
  • Medical Image Analysis 57%
  • Cell 51%
  • Extractor 47%
  2 Citations (Scopus)

• Classification and localization consistency regularized student-teacher network for semi-supervised cervical cell detection

  Zhang, M., Li, X. & Shen, L., Jun 2021, Proceedings - 2021 IEEE 34th International Symposium on Computer-Based Medical Systems, CBMS 2021. Almeida, J. R., Gonzalez, A. R., Shen, L., Kane, B., Traina, A., Soda, P. & Oliveira, J. L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 289-294 6 p. 9474764. (Proceedings - IEEE Symposium on Computer-Based Medical Systems; vol. 2021-June).

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

  • Labeled data 100%
  • Students 84%
  • Labels 48%
  • Deep Learning 39%
  • Artificial Intelligence 37%
  1 Citation (Scopus)

• CLIMS: Cross Language Image Matching for Weakly Supervised Semantic Segmentation

  Xie, J., Hou, X., Ye, K. & Shen, L., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 4473-4482 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

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

  • Image matching 100%
  • Semantics 56%
  • Chemical activation 55%
  • Labels 35%
  • Experiments 7%
  44 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

  • Drop out 100%
  • Clustering 71%
  • Derivatives 31%
  • Network Optimization 13%
  • Differentiate 11%

• 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

  • Palmprint recognition 100%
  • Hamming distance 44%
  • Distance measurement 43%
  • Experiments 12%
  8 Citations (Scopus)

• Coding gabor features for multi-modal biometrics

  Shen, L., Ji, Z., Li, Y. & Bai, L., 2010, 2010 Chinese Conference on Pattern Recognition, CCPR 2010 - Proceedings. p. 217-220 4 p. 5659155. (2010 Chinese Conference on Pattern Recognition, CCPR 2010 - Proceedings).

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

  • Biometrics 100%
  • Fusion reactions 80%
  8 Citations (Scopus)

• Content and Gradient Model-driven Deep Network for Single Image Reflection Removal

  Zhang, Y. N., Shen, L. & Li, Q., 10 Oct 2022, MM 2022 - Proceedings of the 30th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 6802-6812 11 p. (MM 2022 - Proceedings of the 30th ACM International Conference on Multimedia).

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

  • Glossaries 100%
  • Deep learning 92%
  • Neural networks 62%
  • Experiments 36%
  5 Citations (Scopus)

• Context Aware 3D UNet for Brain Tumor Segmentation

  Ahmad, P., Qamar, S., Shen, L. & Saeed, A., 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. 207-218 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12658 LNCS).

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

  Open Access

  • Context-aware 100%
  • Brain Tumor 84%
  • Segmentation 64%
  • Tumors 54%
  • Architecture 46%
  19 Citations (Scopus)

• Contrastive learning-based Adenoid Hypertrophy Grading Network Using Nasoendoscopic Image

  Zheng, S., Li, X., Bi, M., Wang, Y., Liu, H., Feng, X., Fan, Y. & Shen, L., 2022, Proceedings - 2022 IEEE 35th International Symposium on Computer-Based Medical Systems, CBMS 2022. Shen, L., Gonzalez, A. R., Santosh, KC., Lai, Z., Sicilia, R., Almeida, J. R. & Kane, B. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 377-382 6 p. (Proceedings - IEEE Symposium on Computer-Based Medical Systems; vol. 2022-July).

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

  • Adenoids 100%
  • Hypertrophy 68%
  • Learning 55%
  • Labeled data 22%
  • Artificial Intelligence 19%
  1 Citation (Scopus)

• 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

  • Infrared Camera 100%
  • Image Recognition 76%
  • Near Infrared 74%
  • Infrared Image 69%
  • Trap 59%
  1 Citation (Scopus)

• Data driven Gabor wavelet design for face recognition

  Shen, L., Bai, L. & Ji, Z., 2008, Proceedings of the 2008 Chinese Conference on Pattern Recognition, CCPR 2008. p. 246-251 6 p. 4663008. (Proceedings of the 2008 Chinese Conference on Pattern Recognition, CCPR 2008).

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

  • Face recognition 100%
  • Pattern recognition 22%
  • Statistical methods 22%
  • Sensors 13%
  2 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

  • Fluorescence 100%
  • Image classification 92%
  • Deep neural networks 84%
  • Convolutional neural networks 79%
  • Pattern recognition 76%
  29 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

  • Pixels 100%
  • Deep neural networks 64%
  • Convolutional neural networks 60%
  • Deep learning 59%
  • Semantics 45%
  207 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

  • Deep Learning 100%
  • Deep learning 64%
  • Stomach Neoplasms 63%
  • Stomach 52%
  • Observer Variation 42%
  54 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

  • Brain Tumor 100%
  • Segmentation 75%
  • Tumor 66%
  • Tumors 64%
  • Learning 57%
  29 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

  • Convolutional neural networks 100%
  • Experiments 39%
  5 Citations (Scopus)

• Delving into the Scale Variance Problem in Object Detection

  Chen, J., Zhao, X. & Shen, L., 2021, Proceedings - 2021 IEEE 33rd International Conference on Tools with Artificial Intelligence, ICTAI 2021. IEEE Computer Society, p. 902-909 8 p. (Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI; vol. 2021-November).

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

  Open Access

  • Object detection 100%
  • Convolution 95%
  • Detectors 25%
  • Testing 5%
  • Costs 4%
  2 Citations (Scopus)

• Detection of QRS complexes based on biorthogonal spline wavelet

  Zheng, X., Shen, L., Li, Z. & Ji, Z., 2008, 2008 International Symposium on Information Science and Engineering, ISISE 2008. p. 502-506 5 p. 4732443. (2008 International Symposium on Information Science and Engineering, ISISE 2008; vol. 2).

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

  • Electrocardiography 100%
  • Splines 99%
  • Refractory materials 55%
  • Wavelet transforms 46%
  • Decomposition 36%
  15 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

  • Risk Classification 100%
  • Neural Networks 81%
  • Convolutional neural networks 61%
  • Fusion 22%
  • Fusion reactions 15%
  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

  • Image Classification 100%
  • Dictionary 75%
  • Image classification 65%
  • Glossaries 59%
  • Learning 55%
  4 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)

• Dual Fusion Mass Detector for Mammogram Mass Detection

  Liu, S., Lai, Z., Kong, H. & Shen, L., 2022, Proceedings - 2022 IEEE 35th International Symposium on Computer-Based Medical Systems, CBMS 2022. Shen, L., Gonzalez, A. R., Santosh, KC., Lai, Z., Sicilia, R., Almeida, J. R. & Kane, B. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 149-154 6 p. (Proceedings - IEEE Symposium on Computer-Based Medical Systems; vol. 2022-July).

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

  • Fusion reactions 100%
  • Datasets 99%
  • Detectors 97%
  • Breast 95%
  • Anchors 31%
  2 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

  • Display devices 100%
  • Pixels 65%
  • Masks 41%
  • Muscle 40%
  • Semantics 29%
  15 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

  • Coronary Heart Disease 100%
  • Texture 32%
  • Decision Tree 19%
  • Cardiovascular Disease 17%
  • Textures 16%
  3 Citations (Scopus)

• Face authentication test on the BANCA database

  Messer, K., Kittler, J., Sadeghi, M., Hamouz, M., Kostin, A., Cardinaux, F., Marcel, S., Bengio, S., Sanderson, C., Poh, N., Rodriguez, Y., Czyz, J., Vandendorpe, L., McCool, C., Lowther, S., Sridharan, S., Chandran, V., Palacios, R. P., Vidal, E., Bai, L., & 19 othersShen, L., Wang, Y., Yueh-Hsuan, C., Hsien-Chang, L., Yi-Ping, H., Heinrichs, A., Müller, M., Tewes, A., Von Der Malsburg, C., Würtz, R., Wang, Z., Xue, F., Ma, Y., Yang, Q., Fang, C., Ding, X., Lucey, S., Goss, R. & Schneiderman, H., 2004, Proceedings of the 17th International Conference on Pattern Recognition, ICPR 2004. Kittler, J., Petrou, M. & Nixon, M. (eds.). p. 523-532 10 p. (Proceedings - International Conference on Pattern Recognition; vol. 4).

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

  • Authentication 100%
  • Software packages 56%
  • Face recognition 55%
  • Pattern recognition 51%
  • Network protocols 39%
  83 Citations (Scopus)