Muhammad Atif Tahir

发表

Detection and classification of retinal fundus images exudates using region based multiscale LBP texture approach

Fouad Khelifi, Mohamed Albashir Omar, Muhammad Atif Tahir, 2016, 2016 International Conference on Control, Decision and Information Technologies (CoDIT).

Concept learning for image and video retrieval: The inverse random under sampling approach

Josef Kittler, Krystian Mikolajczyk, Muhammad Atif Tahir, 2009, 2009 17th European Signal Processing Conference.

An FPGA Based Coprocessor for GLCM and Haralick Texture Features and their Application in Prostate Cancer Classification

Ahmed Bouridane, Fatih Kurugollu, Muhammad Atif Tahir, 2005 .

Detection of Passable Roads Using Ensemble of Global and Local Features

Muhammad Hanif, Muhammad Rafi, Muhammad Atif Tahir, 2018, MediaEval.

Medical text categorization using SEBLA and Kernel Discriminant Analysis

Emdad Khan, Muhammad Atif Tahir, Adel Al Salem, 2015, 2015 2nd World Symposium on Web Applications and Networking (WSWAN).

An Fpga Based Coprocessor for Cancer Classification Using Nearest Neighbour Classifier

Ahmed Bouridane, Muhammad Atif Tahir, 2006, 2006 IEEE International Conference on Acoustics Speech and Signal Processing Proceedings.

Lung-Wise Tuberculosis Analysis and Automatic CT Report Generation with Hybrid Feature and Ensemble Learning

Muhammad Waqas, Muhammad Atif Tahir, Zeshan Khan, 2020, CLEF.

Making Early Predictions of the Accuracy of Machine Learning Classifiers

Hendrik Van Brussel, Muhammad Atif Tahir, Jim Smith, 2012 .

On Human-Machine Interaction during Online Image Classifier Training

Edwin Lughofer, Hendrik Van Brussel, Praminda Caleb-Solly, 2008, 2008 International Conference on Computational Intelligence for Modelling Control & Automation.

Ensemble of Texture and Deep Learning Features for Finding Abnormalities in the Gastro-Intestinal Tract

Muhammad Atif Tahir, Shees Nadeem, Syed Sadiq Ali Naqvi, 2018, ICCCI.

Multi-frame, multi-modal, and multi-kernel concept detection in video

Dennis Koelma, Isabel Trancoso, Fei Yan, 2009 .

Combining Multiple Kernels by Augmenting the Kernel Matrix

Josef Kittler, Krystian Mikolajczyk, Muhammad Atif Tahir, 2010, MCS.

Accelerating the computation of GLCM and Haralick texture features on reconfigurable hardware

Abbes Amira, Ahmed Bouridane, Fatih Kurugollu, 2004, 2004 International Conference on Image Processing, 2004. ICIP '04..

Towards cloud based big data analytics for smart future cities

Muhammad Atif Tahir, Ashiq Anjum, Kamran Soomro, 2013, 2013 IEEE/ACM 6th International Conference on Utility and Cloud Computing.

A Robust and Scalable Visual Category and Action Recognition System Using Kernel Discriminant Analysis With Spectral Regression

Josef Kittler, Ahmed Bouridane, Krystian Mikolajczyk, 2013, IEEE Transactions on Multimedia.

Feature Selection Using Intensified Tabu Search for Supervised Classification

Muhammad Atif Tahir, Jim Smith, M. Tahir, 2008 .

Robust off-line text independent writer identification using bagged discrete cosine transform features

Fouad Khelifi, Ahmed Bouridane, Muhammad Atif Tahir, 2017, Expert Syst. Appl..

Human–Machine Interaction Issues in Quality Control Based on Online Image Classification

Edwin Lughofer, Praminda Caleb-Solly, Christian Eitzinger, 2009, IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans.

Feature selection using tabu search for improving the classification rate prostate needle biopsies

Abbes Amira, Ahmed Bouridane, Fatih Kurugollu, 2004, Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004..

The University of Surrey Visual Concept Detection System at ImageCLEF@ICPR: Working Notes

Josef Kittler, Krystian Mikolajczyk, Muhammad Atif Tahir, 2010, ICPR.

Non-Sparse Multiple Kernel Fisher Discriminant Analysis

Josef Kittler, Krystian Mikolajczyk, Muhammad Atif Tahir, 2012, J. Mach. Learn. Res..

QoS-driven multicast routing algorithms

Muhammad Atif Tahir, 2001 .

Flood Detection Using Social Media Big Data Streams

Muhammad Hanif, Muhammad Rafi, Muhammad Atif Tahir, 2019, Encyclopedia of Big Data Technologies.

Smart city big data analytics: An advanced review

Muhammad Atif Tahir, Kamran Soomro, Muhammad Nasir Mumtaz Bhutta, 2019, WIREs Data Mining Knowl. Discov..

A Novel Feature Selection Based Semi-supervised Method for Image Classification

Praminda Caleb-Solly, Muhammad Atif Tahir, Jim E. Smith, 2008, ICVS.

Feature Selection for Heterogeneous Ensembles of Nearest-neighbour Classifiers Using Hybrid Tabu Search

Muhammad Atif Tahir, Jim E. Smith, 2008, Advances in Metaheuristics for Hard Optimization.

Novel Round-Robin Tabu Search Algorithm for Prostate Cancer Classification and Diagnosis Using Multispectral Imagery

Ahmed Bouridane, Muhammad Atif Tahir, M. Tahir, 2006, IEEE Transactions on Information Technology in Biomedicine.

Improved Single Target Accuracy Using Feature Selection for Multitarget Regression

Muhammad Atif Tahir, Farrukh Hasan Syed, Muhammad Raza Shah, 2020, 2020 International Conference on Emerging Trends in Smart Technologies (ICETST).

Kernel Fusion of Multiple Histogram Descriptors for Robust Face Recognition

Chi-Ho Chan, Josef Kittler, Muhammad Atif Tahir, 2010, SSPR/SPR.

Multi-label classification using stacked spectral kernel discriminant analysis

Josef Kittler, Ahmed Bouridane, Muhammad Atif Tahir, 2016, Neurocomputing.

Improving Nearest Neighbor Classifier Using Tabu Search and Ensemble Distance Metrics

Muhammad Atif Tahir, Jim E. Smith, M. Tahir, 2006, Sixth International Conference on Data Mining (ICDM'06).

Ensemble and Inference based Methods for Flood Severity Estimation Using Visual Data

Muhammad Hanif, Muhammad Rafi, Muhammad Atif Tahir, 2019, MediaEval.

Prostate Cancer Classification Using Multispectral Imagery and Metaheuristics

Ahmed Bouridane, Muhammad Atif Tahir, Muhammad Ali Roula, 2009 .

Stop Wasting Time: On Predicting the Success or Failure of Learning for Industrial Applications

Muhammad Atif Tahir, Jim E. Smith, 2007, IDEAL.

Dynamic QoS multicasting using greedy approach and fuzzy-based Tabu Search

Muhammad Atif Tahir, Yassine Daadaa, Asif Jamshed, 2014, 2014 World Congress on Computer Applications and Information Systems (WCCAIS).

Fouad Khelifi, Ahmed Bouridane, Muhammad Atif Tahir, 2019, IEEE Transactions on Information Forensics and Security.

Fuzzy Based MultiObjective Multicast Routing Using Tabu Search

Sadiq M. Sait, Muhammad Atif Tahir, Habib Youssef, 2002, International Conference on Internet Computing.

Making Early Predictions of the Accuracy of Machine Learning Applications pdf

Hendrik Van Brussel, Praminda Caleb-Solly, Muhammad Atif Tahir, 2012, ArXiv.

Multiscale Local Phase Quantization for Robust Component-Based Face Recognition Using Kernel Fusion of Multiple Descriptors

Matti Pietikäinen, Chi-Ho Chan, Josef Kittler, 2013, IEEE Transactions on Pattern Analysis and Machine Intelligence.

A Novel Prostate Cancer Classification Technique Using Intermediate Memory Tabu Search

Abbes Amira, Ahmed Bouridane, Fatih Kurugollu, 2005, EURASIP J. Adv. Signal Process..

Off-line writer identification using an ensemble of grapheme codebook features

Ahmed Bouridane, Muhammad Atif Tahir, Somaya Al-Máadeed, 2015, Pattern Recognit. Lett..

Non-sparse Multiple Kernel Learning for Fisher Discriminant Analysis

Josef Kittler, Krystian Mikolajczyk, Muhammad Atif Tahir, 2009, 2009 Ninth IEEE International Conference on Data Mining.

Automatic classification of colorectal and prostatic histologic tumor images using multiscale multispectral local binary pattern texture features and stacked generalization

Fouad Khelifi, Ahmed Bouridane, Muhammad Atif Tahir, 2018, Neurocomputing.

Detection of Violent Content in Cartoon Videos Using Multimedia Content Detection Techniques

Muhammad Atif Tahir, Mahrukh Khan, Zeeshan Ahmed, 2018, 2018 IEEE 21st International Multi-Topic Conference (INMIC).

Pattern analysis of protein images from fluorescence microscopy using Gray Level Co-occurrence Matrix

Muhammad Atif Tahir, 2018 .

A Comparison of L_1 Norm and L_2 Norm Multiple Kernel SVMs in Image and Video Classification

Josef Kittler, Krystian Mikolajczyk, Muhammad Atif Tahir, 2009, 2009 Seventh International Workshop on Content-Based Multimedia Indexing.

Assessment of the influence of adaptive components in trainable surface inspection systems

Edwin Lughofer, Hendrik Van Brussel, Wolfgang Heidl, 2010, Machine Vision and Applications.

Probabilistic Linear Discriminant Analysis for intermodality face recognition

Ahmed Bouridane, Muhammad Atif Tahir, Muhammad Khurram Shaikh, 2014, 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).

An Aggregated Cross-Validation Framework for Computational Discovery of Disease-Associative Genes

Huseyin Seker, Muhammad Atif Tahir, Zeliha Gormez, 2016 .

Inverse random under sampling for class imbalance problem and its application to multi-label classification

Josef Kittler, Muhammad Atif Tahir, Fei Yan, 2012, Pattern Recognit..

Simultaneous Feature Selection and Weighting for Nearest Neighbor Using Tabu Search

Ahmed Bouridane, Fatih Kurugollu, Muhammad Atif Tahir, 2004, IDEAL.

Visual category recognition using Spectral Regression and Kernel Discriminant Analysis

Josef Kittler, Koen E. A. van de Sande, Theo Gevers, 2009, 2009 IEEE 12th International Conference on Computer Vision Workshops, ICCV Workshops.

Multi-label learning model for improving retinal image classification in diabetic retinopathy

Fouad Khelifi, Mohamed Albashir Omar, Muhammad Atif Tahir, 2017, 2017 4th International Conference on Control, Decision and Information Technologies (CoDIT).

Ensemble of Texture Features for Finding Abnormalities in the Gastro-Intestinal Tract

Muhammad Atif Tahir, Shees Nadeem, Syed Sadiq Ali Naqvi, 2017, MediaEval.

An FPGA based co-processor for GLCM texture features measurement

Abbes Amira, Ahmed Bouridane, Fatih Kurugollu, 2003, 10th IEEE International Conference on Electronics, Circuits and Systems, 2003. ICECS 2003. Proceedings of the 2003.

Prostate cancer classification using multispectral imagery and evolutionary heuristics

Ahmed Bouridane, M. A. Roula, Muhammad Atif Tahir, 2009 .

Flood detection using Social Media Data and Spectral Regression based Kernel Discriminant Analysis

Muhammad Hanif, Muhammad Rafi, Muhammad Atif Tahir, 2017, MediaEval.

A Multiple Expert Approach to the Class Imbalance Problem Using Inverse Random under Sampling

Josef Kittler, Krystian Mikolajczyk, Muhammad Atif Tahir, 2009, MCS.

Simultaneous feature selection and feature weighting using Hybrid Tabu Search/K-nearest neighbor classifier

Ahmed Bouridane, Fatih Kurugollu, Muhammad Atif Tahir, 2007, Pattern Recognit. Lett..

Improving Multilabel Classification Performance by Using Ensemble of Multi-label Classifiers

Josef Kittler, Krystian Mikolajczyk, Muhammad Atif Tahir, 2010, MCS.

Learning from video browse behavior

Dennis Koelma, Isabel Trancoso, Fei Yan, 2009 .

Face recognition using multi-scale local phase quantisation and Linear Regression Classifier

Chi-Ho Chan, Josef Kittler, Ahmed Bouridane, 2011, 2011 18th IEEE International Conference on Image Processing.

Ensemble Learning Using Bagging And Inception-V3 For Anomaly Detection In Surveillance Videos

Muhammad Atif Tahir, Nouman M. Durrani, Yumna Zahid, 2020, 2020 IEEE International Conference on Image Processing (ICIP).

Multilabel classification using heterogeneous ensemble of multi-label classifiers

Josef Kittler, Ahmed Bouridane, Muhammad Atif Tahir, 2012, Pattern Recognit. Lett..

QoS-driven multicast tree generation using Tabu search

Sadiq M. Sait, Muhammad Atif Tahir, Habib Youssef, 2002, Comput. Commun..

Kernel Discriminant Analysis Using Triangular Kernel for Semantic Scene Classification

Josef Kittler, Krystian Mikolajczyk, Muhammad Atif Tahir, 2009, 2009 Seventh International Workshop on Content-Based Multimedia Indexing.

Dimensionality Reduction Using Stacked Kernel Discriminant Analysis for Multi-label Classification

Josef Kittler, Ahmed Bouridane, Muhammad Atif Tahir, 2013, MCS.

Automated vehicle density estimation from raw surveillance videos

Ahmed Bouridane, Muhammad Atif Tahir, Somaya Al-Maadeed, 2016, 2016 SAI Computing Conference (SAI).

Modality identification for heterogeneous face recognition

Ahmed Bouridane, Ashref Lawgaly, Muhammad Atif Tahir, 2017, Multimedia Tools and Applications.

Majority Voting of Heterogeneous Classifiers for Finding Abnormalities in the Gastro-Intestinal Tract

Muhammad Atif Tahir, Zeshan Khan, M. Tahir, 2018, MediaEval.

Safe semi supervised multi-target regression (MTR-SAFER) for new targets learning

Muhammad Atif Tahir, Farrukh Hasan Syed, 2018, Multimedia Tools and Applications.

Tabu Search for Low-Cost Dynamic Multicast Tree Generation with Quality of Service Guarantees

Muhammad Atif Tahir, Habib-ur Rehman, Yassine Daadaa, 2015, J. Intell. Syst..

Tied factor Analysis using Bagging for heterogeneous face recognition

Ahmed Bouridane, Muhammad Atif Tahir, Muhammad Khurram Shaikh, 2014, 2014 5th European Workshop on Visual Information Processing (EUVIP).

An FPGA Based Coprocessor for the Classification of Tissue Patterns in Prostatic Cancer

Ahmed Bouridane, Fatih Kurugollu, Muhammad Atif Tahir, 2004, FPL.

The University of Surrey Visual Concept Detection System at ImageCLEF@ICPR: Working Notes

Josef Kittler, Krystian Mikolajczyk, Muhammad Atif Tahir, 2010, 2010 20th International Conference on Pattern Recognition.

Creating diverse nearest-neighbour ensembles using simultaneous metaheuristic feature selection

Muhammad Atif Tahir, Jim E. Smith, M. Tahir, 2010, Pattern Recognit. Lett..

An On-Line Interactive Self-adaptive Image Classification Framework

Edwin Lughofer, Praminda Caleb-Solly, Christian Eitzinger, 2008, ICVS.

Novel geometric features for off-line writer identification

Muhammad Atif Tahir, Somaya Al-Máadeed, Abdelaali Hassaïne, 2016, Pattern Analysis and Applications.

Feature selection using tabu search for improving the classification rate prostate needle biopsies

Abbes Amira, Ahmed Bouridane, Fatih Kurugollu, 2004, ICPR 2004.

Hybrid Vision Transformer for Domain Adaptable Person Re-identification

Muhammad Atif Tahir, Nouman M. Durrani, Muhammad Danish Waseem, 2021, ICCCI.

Deep Component Based Age Invariant Face Recognition in an Unconstrained Environment

Muhammad Atif Tahir, Amad Asif, Mohsin Ali, 2021, ICCCI.

An Empirical Analysis of Deep Learning Architectures for Vehicle Make and Model Recognition

Muhammad Atif Tahir, Nouman M. Durrani, Mohsin Ali, 2021, IEEE Access.

VRBagged-Net: Ensemble Based Deep Learning Model for Disaster Event Classification

Muhammad Rafi, Muhammad Atif Tahir, Muhammad Hanif, 2021 .

Ensemble-Based Instance Relevance Estimation in Multiple-Instance Learning

Muhammad Atif Tahir, Muhammad Waqas, Rizwan Qureshi, 2021, 2021 9th European Workshop on Visual Information Processing (EUVIP).

Reinforcement Learning based Video Summarization with Combination of ResNet and Gated Recurrent Unit

Muhammad Atif Tahir, Muhammad Sohail Afzal, M. Tahir, 2021, VISIGRAPP.

Feature selection for semi-supervised multi-target regression using genetic algorithm

Muhammad Rafi, Muhammad Atif Tahir, Farrukh Hasan Syed, 2021, Applied Intelligence.

Face recognition using kernel collaborative representation and multiscale local binary patterns

Ahmed Bouridane, Muhammad Atif Tahir, M. Tahir, 2012 .

Offline text independent writer identification using ensemble of multi-scale local ternary pattern histograms

Fouad Khelifi, Ahmed Bouridane, Muhammad Atif Tahir, 2016, 2016 6th European Workshop on Visual Information Processing (EUVIP).