Items where Author is "Tahir, Muhammad"

Article

Khan, Faraz, Khelifi, Fouad, Tahir, Muhammad and Bouridane, Ahmed (2019) Dissimilarity Gaussian Mixture Models for Efficient Offline Handwritten Text-Independent Identification using SIFT and RootSIFT Descriptors. IEEE Transactions on Information Forensics and Security, 14 (2). pp. 289-303. ISSN 1556-6013

Khan, Faraz, Tahir, Muhammad, Khelifi, Fouad, Bouridane, Ahmed and Almotaeryi, Resheed (2017) Robust off-line text independent writer identification using bagged discrete cosine transform features. Expert Systems with Applications, 71. pp. 404-415. ISSN 0957-4174

Shaikh, Muhammad, Lawgaly, Ashref, Tahir, Muhammad and Bouridane, Ahmed (2017) Modality identification for heterogeneous face recognition. Multimedia Tools and Applications, 76 (3). pp. 4635-4650. ISSN 1380-7501

Al-Maadeed, Somaya, Hassaine, Abdelaali, Bouridane, Ahmed and Tahir, Muhammad (2016) Novel geometric features for off-line writer identification. Pattern Analysis and Applications, 19 (3). pp. 699-708. ISSN 1433-7541

Dreder, Abdouladeem, Tahir, Muhammad, Seker, Huseyin and Anwar, Naveed (2016) Discovering differences in gender-related skeletal muscle aging through the majority voting-based identification of differently expressed genes. International Journal on Bioinformatics & Biosciences, 6 (2). pp. 1-14. ISSN 1839-9614

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, Jamshed, Asif, Rehman, Habib-ur and Daadaa, Yassine (2015) Tabu Search for Low-Cost Dynamic Multicast Tree Generation with Quality of Service Guarantees. Journal of Intelligent Systems, 24 (4). pp. 479-489. ISSN 0334-1860

Khalifa, E., Al-Maadeed, Somaya, Tahir, Muhammad, Bouridane, Ahmed and Jamshed, Asif (2015) Off-line writer identification using an ensemble of grapheme codebook features. Pattern Recognition Letters, 59. pp. 18-25. ISSN 0167-8655

Khan, Zaheer, Anjum, Ashiq, Soomro, Kamran and Tahir, Muhammad (2015) Towards cloud based big data analytics for smart future cities. Journal of Cloud Computing, 4 (1). p. 2. ISSN 2192-113X

Barraclough, Phoebe, Hossain, Alamgir, Tahir, Muhammad, Sexton, Graham and Aslam, Nauman (2013) Intelligent phishing detection and protection scheme for online transactions. Expert Systems with Applications, 40 (11). pp. 4697-4706. ISSN 0957-4174

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

Eitzinger, Christian, Heidl, Wolfgang, Lughofer, Edwin, Raiser, Stefan, Smith, Jim, Tahir, Muhammad, Sannen, Davy and van Brussel, Hendrik (2010) Assessment of the influence of adaptive components in trainable surface inspection systems. Machine Vision and Applications, 21 (5). pp. 613-626. ISSN 0932-8092

Tahir, Muhammad and Smith, Jim (2010) Creating diverse nearest-neighbour ensembles using simultaneous metaheuristic feature selection. Pattern Recognition Letters, 31 (11). pp. 1470-1480. ISSN 0167-8655

Lughofer, Edwin, Smith, Jim, Tahir, Muhammad, Caleb-Solly, Praminda, Eitzinger, Christian, Sannen, Davy and Nuttin, Marnix (2009) Human-Machine Interaction Issues in Quality Control Based on Online Image Classification. IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans, 39 (5). pp. 960-971. ISSN 1083-4427

Tahir, Muhammad, Bouridane, Ahmed and Kurugollu, Fatih (2007) Simultaneous feature selection and feature weighting using Hybrid Tabu Search/K-nearest neighbor classifier. Pattern Recognition Letters, 28 (4). pp. 438-446. ISSN 0167-8655

Book Section

Omar, Mohamed, Tahir, Muhammad and Khelifi, Fouad (2017) Multi-label learning model for improving retinal image classification in diabetic retinopathy. In: 2017 4th International Conference on Control, Decision and Information Technologies (CoDIT). IEEE, 0202-0207. ISBN 978-1-5090-6466-3

Khan, Faraz, Tahir, Muhammad, Khelifi, Fouad and Bouridane, Ahmed (2016) Offline text independent writer identification using ensemble of multi-scale local ternary pattern histograms. In: 2016 6th European Workshop on Visual Information Processing (EUVIP). IEEE, Piscataway. ISBN 978-1-5090-2782-8

Omar, Mohamed, Khelifi, Fouad and Tahir, Muhammad (2016) Detection and Classification of Retinal Fundus Images Exudates using Region based Multiscale LBP Texture Approach. In: Proceedings of 2016 International Conference on Control, Decision and Information Technologies (CoDIT). IEEE, pp. 227-232. ISBN 9781509021888

Dreder, Abdouladeem, Tahir, Muhammad, Seker, Huseyin and Anwar, Naveed (2016) Majority voting approach for the identification of differentially expressed genes to understand gender-related skeletal muscle aging. In: Computer Science & Information Technology. AIRCC, pp. 237-244. ISBN 978-1-921987-51-9

Ogutcen, Omer Faruk, Gormez, Zeliha, Tahir, Muhammad and Seker, Huseyin (2016) An aggregated cross-validation framework for computational discovery of disease-associative genes. In: XIV Mediterranean Conference on Medical and Biological Engineering and Computing 2016. Springer, London, pp. 483-488. ISBN 978-3-319-32701-3

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

Khalifa, E., Al-Maadeed, Somaya, Tahir, Muhammad, Khelifi, Fouad and Bouridane, Ahmed (2013) Off-line writer identification using multi-scale local binary patterns and SR-KDA. In: 2013 25th International Conference on Microelectronics (ICM). IEEE, Piscataway, NJ, pp. 1-4. ISBN 978-1-4799-3569-7

Tahir, Muhammad (2011) Face Recognition using Multi-Scale Local Phase Quantisation and Linear Regression Classifier. In: Proceedings of the 18th IEEE International Conference on Image Processing (ICIP), 2011. IEEE Computer Society, Piscataway, NJ, pp. 765-768. ISBN 978-1457713040

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

Tahir, Muhammad, Roula, Mohammed Ali and Bouridane, Ahmed (2009) Prostate cancer classification using multispectral imagery and evolutionary heuristics. In: Computational intelligence in medical imaging : techniques and applications. Chapman & Hall / CRC, Boca Raton, Florida, USA, pp. 139-166. ISBN 978-1420060591

Conference or Workshop Item

Al-Jibory, Wafaa Kamel, El-Zaart, Ali, Bouridane, Ahmed, Sammouda, Rachid and Tahir, Muhammad (2015) Edge detection in prostate PSMA images. In: 2015 International Conference on Applied Research in Computer Science and Engineering (ICAR), 8-9 October 2015, Beirut, Lebanon.

Shaikh, Muhammad, Tahir, Muhammad and Bouridane, Ahmed (2014) Tied factor Analysis using Bagging for heterogeneous face recognition. In: 5th European Workshop on Visual Information Processing (EUVIP), 10- 12 December 2014, Paris.

Tahir, Muhammad and Bouridane, Ahmed (2012) Face recognition using kernel collaborative representation and multiscale local binary patterns. In: IET Conference on Image Processing (IPR 2012), 3-4 July 2012, University of Westminster, London.

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.