Items where Author is "Kittler, Josef"

Article

Tahir, Muhammad, Kittler, Josef and Bouridane, Ahmed (2016) Multi-label classification using stacked spectral kernel discriminant analysis. Neurocomputing, 171. pp. 127-137. ISSN 0925-2312

Tahir, Muhammad, Yan, Fei, Koniusz, Peter, Awais, Muhammad, Barnard, Mark, Mikolajczyk, Krystian, Bouridane, Ahmed and Kittler, Josef (2013) A Robust and Scalable Visual Category and Action Recognition System using Kernel Discriminant Analysis with Spectral Regression. IEEE Transactions on Multimedia, 15 (7). pp. 1653-1664. ISSN 1520-9210

Tahir, Muhammad, Kittler, Josef and Yan, Fei (2012) Inverse random under sampling for class imbalance problem and its application to multi-label classification. Pattern Recognition, 45 (10). pp. 3738-3750. ISSN 0031-3203

Tahir, Muhammad, Kittler, Josef and Bouridane, Ahmed (2012) Multilabel classification using heterogeneous ensemble of multi-label classifiers. Pattern Recognition Letters, 33 (5). pp. 513-523. ISSN 0167-8655

Chan, Chi-Ho, Tahir, Muhammad, Kittler, Josef and Pietikainen, Matti (2012) Multiscale Local Phase Quantisation for Robust Component-based Face Recognition using Kernel Fusion of Multiple Descriptors. IEEE Transactions on Pattern Analysis and Machine Intelligence, 99. p. 1. ISSN 0162-8828

Book Section

Tahir, Muhammad, Bouridane, Ahmed and Kittler, Josef (2013) Dimensionality reduction using stacked Kernel Discriminant Analysis for multi-label classification. In: Multiple Classifier Systems. Lecture Notes in Computer Science, 7872 . Springer, London, pp. 283-294. ISBN 978-3-642-38066-2

Tahir, Muhammad, Kittler, Josef, Mikolajczyk, Krystian and Yan, Fei (2010) Improving multilabel classification performance by using ensemble of multi-label classifiers. In: Multiple Classifier Systems. MCS 2010. Lecture Notes in Computer Science, 5997 . Springer, pp. 11-21. ISBN 978-3-642-12126-5

Chan, Chi-Ho, Kittler, Josef and Tahir, Muhammad (2010) Kernel fusion of multiple histogram descriptors for robust face recognition. In: Structural, Syntactic, and Statistical Pattern Recognition. Lecture Notes in Computer Science, 6218 . Springer, pp. 718-727. ISBN 978-3-642-14979-5

Tahir, Muhammad, Yan, Fei, Barnard, Mark, Awais, Muhammad, Mikolajczyk, Krystian and Kittler, Josef (2010) The University of Surrey visual concept detection system at imageCLEF@ICPR: working notes. In: Proceedings of the 20th International Conference on Pattern Recognition (ICPR 2010). IEEE, Piscataway, NJ, pp. 850-853. ISBN 978-1424475421

Conference or Workshop Item

Yan, Fei, Mikolajczyk, Krystian, Kittler, Josef and Tahir, Muhammad (2010) Combining multiple kernels by augmenting the kernel matrix. In: MCS 2010: 9th International Workshop on Multiple Classifier Systems, 7-9 April 2010, Cairo, Egypt.