Prof Linlin Shen

Research output

Research output per year 2001 2017 2018 2019 2020 2021 2022 2023 2024

• 182 Conference contribution
• 155 Article
• 7 Conference article
• 3 Paper
• 8 More
  • 3 Review article
  • 2 Book Chapter
  • 2 Editorial
  • 1 Comment/debate

Research output per year

Research output per year

Search results

• 2001

  Quality measures of fingerprint images

  Shen, L. L., Kot, A. & Koo, W. M., 2001, Audio- and Video-Based Biometric Person Authentication - Third International Conference, AVBPA 2001, Proceedings. Springer Verlag, p. 266-271 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 2091 LNCS).

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

  • Fingerprint 100%
  • Quality Measures 99%
  • Image Quality 73%
  • Image quality 63%
  • Automatic identification 41%
  133 Citations (Scopus)
• 2004

  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)

• Facial recognition/verification using Gabor wavelets and Kernel methods

  Shen, L., Bai, L. & Picton, P., 2004, 2004 International Conference on Image Processing, ICIP 2004. p. 1433-1436 4 p. (Proceedings - International Conference on Image Processing, ICIP; vol. 3).

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

  • Discriminant analysis 100%
  • Face recognition 44%
  • Principal component analysis 43%
  • Lighting 37%
  • Testing 24%
  4 Citations (Scopus)

• Gabor feature based face recognition using kernel methods

  Shen, L. & Bai, L., 2004, Proceedings - Sixth IEEE International Conference on Automatic Face and Gesture Recognition FGR 2004. p. 170-176 7 p. (Proceedings - Sixth IEEE International Conference on Automatic Face and Gesture Recognition).

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

  • Discriminant analysis 100%
  • Face recognition 89%
  • Principal component analysis 58%
  • Feature extraction 23%
  59 Citations (Scopus)

• Gabor wavelets and kernel direct discriminant analysis for face recognition

  Shen, L. & Bai, L., 2004, Proceedings of the 17th International Conference on Pattern Recognition, ICPR 2004. Kittler, J., Petrou, M. & Nixon, M. (eds.). p. 284-287 4 p. (Proceedings - International Conference on Pattern Recognition; vol. 1).

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

  • Discriminant analysis 100%
  • Face recognition 89%
  • Classifiers 43%
  • Principal component analysis 29%
  18 Citations (Scopus)
• 2005

  Gabor feature selection for face recognition using improved AdaBoost learning

  Shen, L., Bai, L., Bardsley, D. & Wang, Y., 2005, Advances in Biometric Person Authentication - International Wokshop on Biometric Recognition Systems, IWBRS 2005, Proceedings. p. 39-49 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3781 LNCS).

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

  Open Access

  • Face Recognition 100%
  • AdaBoost 94%
  • Feature Selection 79%
  • Adaptive boosting 70%
  • Classifier 66%
  24 Citations (Scopus)

• InfoBoost for selecting discriminative Gabor features

  Bai, L. & Shen, L., 2005, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 423-432 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3691 LNCS).

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

  • Classifier 100%
  • AdaBoost 95%
  • Adaptive boosting 70%
  • Classifiers 62%
  • Learning 26%
  2 Citations (Scopus)
• 2006

  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 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)
• 2007

  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)

• Fusion of Gabor feature based classifiers for face verification

  Serrano, Á., Conde, C., De Diego, I. M., Cabello, E., Shen, L. & Bai, L., 2007, Electr., Rob. Autom. Mech. Conf., CERMA - Proc.. p. 247-252 6 p. 4367694. (Electronics, Robotics and Automotive Mechanics Conference, CERMA 2007 - Proceedings).

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

  • Classifier 100%
  • Fusion 95%
  • Principal Component Analysis 94%
  • Principal component analysis 83%
  • Fusion reactions 71%

• Fusion of support vector classifiers for parallel gabor methods applied to face verification

  Serrano, Á., De Diego, I. M., Conde, C., Cabello, E., Bai, L. & Shen, L., 2007, Multiple Classifier Systems - 7th International Workshop, MCS 2007, Proceedings. Springer Verlag, p. 141-150 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4472 LNCS).

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

  • Support Vector 100%
  • Support Vector Machine 81%
  • Classifier 72%
  • Fusion 69%
  • Wavelets 57%
  5 Citations (Scopus)

• Tuning kernel parameters with different gabor features for face recognition

  Shen, L., Ji, Z. & Bai, L., 2007, Advanced Intelligent Computing Theories and Applications: With Aspects of Artificial Intelligence - Third International Conference on Intelligent Computing, ICIC 2007, Proceedings. Springer Verlag, p. 881-890 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4682 LNAI).

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

  • Face Recognition 100%
  • Tuning 70%
  • Face recognition 56%
  • Kernel Methods 52%
  • kernel 40%
• 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)
• 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)
• 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)
• 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)
• 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)
• 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)
• 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%
• 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)
• 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)