PASCAL - Pattern Analysis, Statistical Modelling and Computational Learning

EPrints submitted by Fei Yan

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Number of EPrints submitted by this user: 13

Non-sparse Multiple Kernel Learning for Fisher Discriminant Analysis
Fei Yan, Josef Kittler, Krystian Mikolajczyk and Muhammad Tahir
In: IEEE International Conference on Data Mining 2009, 6-9 Dec 2009, Miami, US.

Combining Multiple Kernels by Augmenting the Kernel Matrix
Fei Yan, Krystian Mikolajczyk, Josef Kittler and Muhammad Tahir
In: International Workshop on Multiple Classifier Systems 2010, 7-9 Apr 2010, Cairo, Egypt.

A Comparison of L1 Norm and L2 Norm Multiple Kernel SVMs in Image and Video Classification
Fei Yan, Krystian Mikolajczyk, Josef Kittler and Muhammad Tahir
In: International Workshop on Content Based Multimedia Indexing 2009, 3-5 June, 2009, Chania, Greece.

Lp Norm Multiple Kernel Fisher Discriminant Analysis for Object and Image Categorisation
Fei Yan, Krystian Mikolajczyk, Mark Barnard, Hongping Cai and Josef Kittler
In: International Conference on Computer Vision and Pattern Recognition 2010, 13-18 Jun 2010, San Francisco, US.

Multiple Kernel Learning and Feature Space Denoising
Fei Yan, Josef Kittler and Krystian Mikolajczyk
In: International Conference on Machine Learning and Cybernetics 2010, 11-14 Jul 2010, Qingdao, China.

Multiple Kernel Learning via Distance Metric Learning for Interactive Image Retrieval
Fei Yan, Krystian Mikolajczyk and Josef Kittler
In: International Workshop on Multiple Classifier Systems, 15-17 Jun 2011, Naples, Italy.

Non-Sparse Multiple Kernel Fisher Discriminant Analysis
Fei Yan, Josef Kittler, Krystian Mikolajczyk and Muhammad Tahir
Journal of Machine Learning Research (JMLR) Volume 13, Number 3, pp. 607-642, 2012.

Inverse Random Under Sampling for Class Imbalance Problem and its Application to Multilabel Classification
Muhammad Tahir, Josef Kittler and Fei Yan
Pattern Recognition Volume 45, Number 10, pp. 3738-3850, 2012.

A Robust and Scalable Visual Category and Action Recognition System using Kernel Discriminant Analysis with Spectral Regression
Muhammad Tahir, Fei Yan, Piotr Koniusz, Muhammad Awais, Mark Barnard, Krystian Mikolajczyk and Josef Kittler
IEEE Transactions on Multimedia 2013.

Dictionary Learning Based Sparse Coefficients for Audio Classification with Max and Average Pooling
Syed Zubair, Fei Yan and Wenwu Wang
Digital Signal Processing 2013.

Automatic Annotation of Court Games with Structured Output Learning
Fei Yan, Josef Kittler, Krystian Mikolajczyk and David Windridge
In: International Conference on Pattern Recognition (ICPR12), 11-15, Nov 2012, Tsukuba, Japan.

Learning Weights for Codebook in Image Classification and Retrieval
Hongping Cai, Fei Yan and Krystian Mikolajczyk
In: International Conference on Computer Vision and Pattern Recognition (CVPR2010), 13-18 Jun 2010, San Francisco, USA.

Layered Data Association Using Graph-Theoretic Formulation with Application to Tennis Ball Tracking in Monocular Sequences
Fei Yan, William Christmas and Josef Kittler
IEEE Transactions on Pattern Analysis and Machine Intelligence Volume 30, Number 10, pp. 1814-1830, 2008.