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

• 2017

  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

  • Tensors 100%
  • Tensor 81%
  • Factorization 30%
  • Learning 18%
  • Neuroimaging 14%
  12 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

  • Neuroimaging 100%
  • Tensors 75%
  • Factorization 25%
  • Brain 10%
  • Experiments 4%
  16 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

  • Face recognition 100%
  • Neurons 48%
  • Detectors 40%
  • Tuning 40%
  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

  • Image classification 100%
  • Fluorescence 53%
  • Cells 45%
  • Microscopes 45%
  • Pattern recognition 41%
  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

  • Learning 100%
  • Synthesis 99%
  • Deep learning 98%
  • Internet 74%
  • Human 28%
• 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

  • Glossaries 100%
  • Labels 6%
  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

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

  • Image Classification 100%
  • Local Features 92%
  • K-means Clustering 92%
  • Sparse Representation 86%
  • K-means clustering 68%

• 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

  • Pattern recognition systems 100%
  • Image classification 77%
  • Membranes 61%
  • Semantics 49%
  10 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

  • Harmonic functions 100%
  • Experiments 24%
  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

  • Lighting 100%
  • Animation 25%
  • Textures 20%
  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

  • Face recognition 100%
  • Glossaries 25%
  • Classifiers 18%
  • Sampling 18%
  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

  • Face Recognition 100%
  • Dictionary 72%
  • Glossaries 57%
  • Face recognition 56%
  • Learning 53%

• 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

  • Magnetic Resonance Imaging 100%
  • Tensors 87%
  • Brain 72%
  • Image analysis 28%
  • Time series 25%
  17 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

  • Large dataset 100%
  15 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

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

• 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

  • Texture Feature 100%
  • Prediction 41%
  • Textures 41%
  • Spearman's coefficient 35%
  • Histogram 29%
  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

  • 3D Reconstruction 100%
  • Human 54%
  • Correspondence 48%
  • Pixels 45%
  • Object 40%
  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

  • dictionary 100%
  • Glossaries 76%
  • Fusion reactions 63%
  • imagery 61%
  • Electric fuses 20%
  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

  • Antibodies 100%
  • Computer aided diagnosis 96%
  • Binary images 91%
  • Random forests 83%
  • Computer vision 66%
  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

  • Image classification 100%
  • Feature extraction 36%
  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

  • Face recognition 100%
  • Set theory 22%
  • Experiments 12%
  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

  • Face Recognition 100%
  • Person 60%
  • Glossaries 57%
  • Face recognition 56%
  • Dictionary 41%
  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

  • Dimensionality reduction 100%
  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

  Open Access

  • Face Recognition 100%
  • Coding 59%
  • Face recognition 56%
  • Pixel 47%
  • Pixels 44%
  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

  • Palmprint recognition 100%
  • Hamming distance 44%
  • Distance measurement 43%
  • Experiments 12%
  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

  • Glossaries 100%
  • Atoms 38%
  • Labels 16%
  • Face recognition 9%
  • Classifiers 6%
  110 Citations (Scopus)

• Robust face recognition via facial disguise learning

  Yang, M. & Shen, L., 2014, Pattern Recognition - 6th Chinese Conference, CCPR 2014, Proceedings. Li, S., Wang, Y. & Liu, C. (eds.). Springer Verlag, p. 311-320 10 p. (Communications in Computer and Information Science; vol. 484).

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

  • Face Recognition 100%
  • Face recognition 56%
  • Learning 53%
  • Coding 44%
  • Occlusion 43%
• 2013

  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)
• 2012

  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)

• Hyperspectral face recognition using 3D Gabor wavelets

  Shen, L. & Zheng, S., 2012, ICPR 2012 - 21st International Conference on Pattern Recognition. p. 1574-1577 4 p. 6460445. (Proceedings - International Conference on Pattern Recognition).

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

  • Face recognition 100%
  • Testing 26%
  47 Citations (Scopus)

• Memetic three-dimensional gabor feature extraction for hyperspectral imagery classification

  Zhu, Z., Shen, L., Sun, Y., He, S. & Ji, Z., 2012, Advances in Swarm Intelligence - Third International Conference, ICSI 2012, Proceedings. PART 1 ed. p. 479-488 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7331 LNCS, no. PART 1).

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

  • Hyperspectral Imagery 100%
  • Feature Extraction 78%
  • Feature Selection 47%
  • Feature extraction 40%
  • 3D 37%
  4 Citations (Scopus)

• TV logo recognition based on luminance variance

  Shen, L., Wu, W. & Zheng, S., 2012, IET International Conference on Information Science and Control Engineering 2012, ICISCE 2012. 636 CP ed. 2376. (IET Conference Publications; vol. 2012, no. 636 CP).

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

  • Luminance 100%
  • Masks 98%
  • Experiments 37%
  3 Citations (Scopus)
• 2011

  Face recognition from visible and near-infrared images using boosted directional binary code

  Shen, L., He, J., Wu, S. & Zheng, S., 2011, Advanced Intelligent Computing Theories and Applications: With Aspects of Artificial Intelligence - 7th International Conference, ICIC 2011 - Revised Selected Papers. p. 404-411 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6839 LNAI).

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

  • Infrared Image 100%
  • Face Recognition 85%
  • Near Infrared 80%
  • Binary codes 62%
  • Binary Code 55%
  9 Citations (Scopus)

• Face recognition with directional local binary patterns

  Shen, L. & He, J., 2011, Biometric Recognition - 6th Chinese Conference, CCBR 2011, Proceedings. p. 10-16 7 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7098 LNCS).

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

  • Face Recognition 100%
  • Face recognition 56%
  • Binary 44%
  • Descriptors 27%
  • Binary codes 24%
  4 Citations (Scopus)

• Joint spatial and spectral analysis for remote sensing image classification

  Zheng, H., Shen, L. & Jia, S., 2011, MIPPR 2011: Multispectral Image Acquisition, Processing, and Analysis. 80021G. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 8002).

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

  • Remote Sensing Image 100%
  • image classification 87%
  • Image Classification 84%
  • Spatial Analysis 80%
  • remote sensing 56%
  1 Citation (Scopus)

• PSO based memetic algorithm for face recognition Gabor filters selection

  Zhou, J., Ji, Z., Shen, L., Zhu, Z. & Chen, S., 2011, IEEE SSCI 2011 - Symposium Series on Computational Intelligence - MC 2011: 2011 IEEE Workshop on Memetic Computing. p. 9-14 6 p. 5953631. (IEEE SSCI 2011 - Symposium Series on Computational Intelligence - MC 2011: 2011 IEEE Workshop on Memetic Computing).

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

  • Gabor Filter 100%
  • Face Recognition 86%
  • Memetic Algorithm 83%
  • Particle Swarm Optimization 73%
  • Gabor filters 64%
  11 Citations (Scopus)
• 2010

  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)

• Hand-based biometrics fusing palmprint and finger-knuckle-print

  Shen, L., Bai, L. & Ji, Z., 2010, Emerging Techniques and Challenges for Hand-Based Biometrics, ETCHB 2010. 5559284. (Emerging Techniques and Challenges for Hand-Based Biometrics, ETCHB 2010).

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

  • Biometrics 100%
  • Fingers 92%
  • Fusion reactions 80%
  • Hand 76%
  • Technology 66%
  14 Citations (Scopus)

• Secure mobile services by face and speech based personal authentication

  Shen, L., Zheng, N., Zheng, S. & Li, W., 2010, Proceedings - 2010 IEEE International Conference on Intelligent Computing and Intelligent Systems, ICIS 2010. p. 97-100 4 p. 5658534. (Proceedings - 2010 IEEE International Conference on Intelligent Computing and Intelligent Systems, ICIS 2010; vol. 3).

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

  • Mobile Services 100%
  • Authentication 70%
  • Speech 67%
  • Biometrics 62%
  • Mobile Devices 18%
  15 Citations (Scopus)

• Sparse nonnegative matrix factorization with the elastic net

  Liu, W., Zheng, S., Jia, S., Shen, L. & Fu, X., 2010, Proceedings - 2010 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2010. p. 265-268 4 p. 5706574. (Proceedings - 2010 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2010).

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

  • Factorization 100%
  • Cluster Analysis 90%
  • Linear Models 79%
  • Datasets 39%
  • Gene expression 36%
  3 Citations (Scopus)
• 2009

  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)

• Haar-like features based eye detection algorithm and its implementation on TI TMS320DM6446 platform

  Zhou, J., Jiang, L., Ji, Z. & Shen, L., 2009, 2009 IEEE International Workshop on Imaging Systems and Techniques, IST 2009 - Proceedings. IEEE Computer Society, p. 89-93 5 p. 5071609. (2009 IEEE International Workshop on Imaging Systems and Techniques, IST 2009 - Proceedings).

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

  • Computer monitors 100%
  • Cameras 49%
  3 Citations (Scopus)

• Local gabor binary pattern whitened PCA: A novel approach for face recognition from single image per person

  Nguyen, H. V., Bai, L. & Shen, L., 2009, Advances in Biometrics - Third International Conference, ICB 2009, Proceedings. p. 269-278 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5558 LNCS).

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

  Open Access

  • Face Recognition 100%
  • Person 60%
  • Face recognition 56%
  • Training Samples 52%
  • Binary 44%
  51 Citations (Scopus)

• Statictics of gabor features for coin recognition

  Shen, L., Jia, S., Ji, Z. & Chen, W. S., 2009, 2009 IEEE International Workshop on Imaging Systems and Techniques, IST 2009 - Proceedings. p. 299-302 4 p. 5071653. (2009 IEEE International Workshop on Imaging Systems and Techniques, IST 2009 - Proceedings).

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

  • Distance measurement 100%
  • Invariance 85%
  • Textures 64%
  • Statistics 60%
  • Classifiers 57%
  14 Citations (Scopus)
• 2008

  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)

• 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)

• Modelling geiometric features for face based age classification

  Shen, L. L. & Ji, Z., 2008, Proceedings of the 7th International Conference on Machine Learning and Cybernetics, ICMLC. p. 2927-2931 5 p. 4620909. (Proceedings of the 7th International Conference on Machine Learning and Cybernetics, ICMLC; vol. 5).

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

  • Lighting 100%
  • Classifiers 88%
  • Internet 85%
  6 Citations (Scopus)

• Simplified intelligence single particle optimization based neural network for digit recognition

  Zhou, J., Ji, Z. & Shen, L., 2008, Proceedings of the 2008 Chinese Conference on Pattern Recognition, CCPR 2008. p. 349-353 5 p. 4663027. (Proceedings of the 2008 Chinese Conference on Pattern Recognition, CCPR 2008).

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

  • Neural networks 100%
  • Gradient methods 33%
  • Classifiers 19%
  18 Citations (Scopus)