Muhammad Atif Tahir

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 52

Top Topics

Writer Identification

Face Recognition

Discriminant Analysis

Top Venues

Multim. Tools Appl.

Publications

Mohamed Albashir Omar, Fouad Khelifi, Muhammad Atif Tahir
Exudate and drusen classification in retinal images using bagged colour vector angles and inter colour local binary patterns. Multim. Tools Appl. 83 (17) (2024)
Muhammad Waqas, Muhammad Atif Tahir, Muhammad Danish Author, Somaya Al-Máadeed, Ahmed Bouridane, Jia Wu
Simultaneous instance pooling and bag representation selection approach for multiple-instance learning (MIL) using vision transformer. Neural Comput. Appl. 36 (12) (2024)
Muhammad Waqas, Syed Umaid Ahmed, Muhammad Atif Tahir, Jia Wu, Rizwan Qureshi
Exploring Multiple Instance Learning (MIL): A brief survey. Expert Syst. Appl. 250 (2024)
Muhammad Mustafa Ali Usmani, Humna Faisal, Muhammad Atif Tahir
The Impact of Transformers Ensemble on Model Memorability and Generalizability. MediaEval (2023)
Syed Umaid Ahmed, Junaid Shuja, Muhammad Atif Tahir
Leaf classification on Flavia dataset: A detailed review. Sustain. Comput. Informatics Syst. 40 (2023)
Farhan Dhanani, Muhammad Rafi, Muhammad Atif Tahir
Humour Translation with Transformers. CLEF (2023)
Zeshan Khan, Muhammad Atif Tahir
Real time anatomical landmarks and abnormalities detection in gastrointestinal tract. PeerJ Comput. Sci. 9 (2023)
Muhammad Waqas, Muhammad Atif Tahir, Rizwan Qureshi
Deep Gaussian mixture model based instance relevance estimation for multiple instance learning applications. Appl. Intell. 53 (9) (2023)
Muhammad Osaid, Abdul Samad, Omer Qureshi, Muhammad Atif Tahir, Muhammad Nouman Durrani
Tracking and Prediction Of Human Spermatozoa Motility Using Yolov8n and Greedy Shape Geometry Technique. MediaEval (2023)
Muhammad Waqas, Muhammad Atif Tahir, Salman A. Khan
Robust bag classification approach for multi-instance learning via subspace fuzzy clustering. Expert Syst. Appl. 214 (2023)
Farrukh Hasan Syed, Muhammad Atif Tahir, Jaroslav Frnda, Muhammad Rafi, Muhammad Shahid Anwar, Jan Nedoma
Toward an Optimal and Structured Feature Subset Selection for Multi-Target Regression Using Genetic Algorithm. IEEE Access 11 (2023)
Farhan Dhanani, Muhammad Rafi, Muhammad Atif Tahir
FAST-MT Participation for the JOKER CLEF-2022 Automatic Pun and Humour Translation Tasks. CLEF (Working Notes) (2022)
Muhammad Mustafa Ali Usmani, Sumaiyah Zahid, Muhammad Atif Tahir
Modelling of Video Memorability using Ensemble Learning and Transformers. MediaEval (2022)
Yumna Zahid, Muhammad Atif Tahir, Jungong Han, Qiang Shen
Laplacian Regularized Variational Few-Shot Learning for Image Classification. UKCI (2022)
Omer Qureshi, Muhammad Osaid, Muhammad Atif Tahir, Muhammad Nouman Durrani
Time Series Prediction Of AQI using Facebook Prophet and YOLOV5. MediaEval (2022)
Muhammad Mustafa Ali Usmani, Sumaiyah Zahid, Muhammad Atif Tahir
Quest for Insight: Predicting Memorability based on Frequency of N-Grams. MediaEval (2022)
Debesh Jha, Sharib Ali, Steven Alexander Hicks, Vajira Thambawita, Hanna Borgli, Pia H. Smedsrud, Thomas de Lange, Konstantin Pogorelov, Xiaowei Wang, Philipp Harzig, Minh-Triet Tran, Wenhua Meng, Trung-Hieu Hoang, Danielle Dias, Tobey H. Ko, Taruna Agrawal, Olga Ostroukhova, Zeshan Khan, Muhammad Atif Tahir, Yang Liu, Yuan Chang, Mathias Kirkerød, Dag Johansen, Mathias Lux, Håvard D. Johansen, Michael A. Riegler, Pål Halvorsen
A comprehensive analysis of classification methods in gastrointestinal endoscopy imaging. Medical Image Anal. 70 (2021)
Muhammad Waqas, Muhammad Atif Tahir, Rizwan Qureshi
Ensemble-Based Instance Relevance Estimation in Multiple-Instance Learning. EUVIP (2021)
Muhammad Danish Waseem, Muhammad Atif Tahir, Muhammad Nouman Durrani
Hybrid Vision Transformer for Domain Adaptable Person Re-identification. ICCCI (CCIS Volume) (2021)
Muhammad Hanif, Ammar Khawer, Muhammad Atif Tahir, Muhammad Rafi
Deep Learning Based Framework for Classification of Water Quality in Social Media Data. MediaEval (2021)
Aqsa Hassan, Mohsin Ali, Nouman M. Durrani, Muhammad Atif Tahir
An Empirical Analysis of Deep Learning Architectures for Vehicle Make and Model Recognition. IEEE Access 9 (2021)
Farrukh Hasan Syed, Muhammad Atif Tahir, Muhammad Rafi, Mir Danish Shahab
Feature selection for semi-supervised multi-target regression using genetic algorithm. Appl. Intell. 51 (12) (2021)
Ali Akbar, Muhammad Atif Tahir, Muhammad Rafi
Towards Time Series Forecasting of Cross-Data Analytics for Haze Prediction. MediaEval (2021)
Zeshan Khan, Mubasher Khan, Mubashir Yasin, Muhammad Hassan, Muhammad Atif Tahir
Medico 2021: Medical Image Augmentation and Segmentation using Combination of Segmentation Neural Networks. MediaEval (2021)
Muhammad Sohail Afzal, Muhammad Atif Tahir
Reinforcement Learning based Video Summarization with Combination of ResNet and Gated Recurrent Unit. VISIGRAPP (4: VISAPP) (2021)
Mohsin Ali, Muhammad Hanif, Muhammad Atif Tahir, Muhammad Nouman Durrani, Muhammad Rafi
Disaster based Visual Sentiment Analysis using Deep Learning. MediaEval (2021)
Amad Asif, Muhammad Atif Tahir, Mohsin Ali
Deep Component Based Age Invariant Face Recognition in an Unconstrained Environment. ICCCI (CCIS Volume) (2021)
Zeshan Khan, Umar Naseer, Muhammad Atif Tahir
Short Text Classification using TF-IDF Features and Fast Text Learner. MediaEval (2021)
Muhammad Waqas, Zeshan Khan, Shaheer Anjum, Muhammad Atif Tahir
Lung-Wise Tuberculosis Analysis and Automatic CT Report Generation with Hybrid Feature and Ensemble Learning. CLEF (Working Notes) (2020)
Zeshan Khan, Muhammad Usman Tariq Alvi, Muhammad Atif Tahir, Shahbaz Memon
Medical Diagnostic by Data Bagging for Various Instances of Neural Network. ICPR Workshops (8) (2020)
Muhammad Hanif, Huzaifa Joozer, Muhammad Atif Tahir, Muhammad Rafi
Ensemble Based Method for the Classification of Flooding Event Using Social Media Data. MediaEval (2020)
Syed Muhammad Faraz Ali, Muhammad Taha Khan, Syed Unaiz Haider, Talha Ahmed, Zeshan Khan, Muhammad Atif Tahir
Depth-Wise Separable Atrous Convolution for Polyps Segmentation in Gastro-Intestinal Tract. MediaEval (2020)
Muhammad Usman Ghani, Muhammad Rafi, Muhammad Atif Tahir
Discriminative Adaptive Sets for Multi-Label Classification. IEEE Access 8 (2020)
Yumna Zahid, Muhammad Atif Tahir, Nouman M. Durrani, Ahmed Bouridane
IBaggedFCNet: An Ensemble Framework for Anomaly Detection in Surveillance Videos. IEEE Access 8 (2020)
Yumna Zahid, Muhammad Atif Tahir, Muhammad Nouman Durrani
Ensemble Learning Using Bagging And Inception-V3 For Anomaly Detection In Surveillance Videos. ICIP (2020)
Faraz Ahmad Khan, Fouad Khelifi, Muhammad Atif Tahir, Ahmed Bouridane
Dissimilarity Gaussian Mixture Models for Efficient Offline Handwritten Text-Independent Identification Using SIFT and RootSIFT Descriptors. IEEE Trans. Inf. Forensics Secur. 14 (2) (2019)
Mir Murtaza, Muhammad Hanif, Muhammad Atif Tahir, Muhammad Rafi
Ensemble and Inference based Methods for Flood Severity Estimation Using Visual Data. MediaEval (2019)
Kamran Soomro, Muhammad Nasir Mumtaz Bhutta, Zaheer Khan, Muhammad Atif Tahir
Smart city big data analytics: An advanced review. WIREs Data Mining Knowl. Discov. 9 (5) (2019)
Zeshan Khan, Muhammad Atif Tahir
Majority Voting of Heterogeneous Classifiers for Finding Abnormalities in the Gastro-Intestinal Tract. MediaEval (2018)
Farrukh Hasan Syed, Muhammad Atif Tahir
Safe semi supervised multi-target regression (MTR-SAFER) for new targets learning. Multim. Tools Appl. 77 (22) (2018)
Remy Peyret, Ahmed Bouridane, Fouad Khelifi, Muhammad Atif Tahir, Somaya Ali Al-Máadeed
Automatic classification of colorectal and prostatic histologic tumor images using multiscale multispectral local binary pattern texture features and stacked generalization. Neurocomputing 275 (2018)
Muhammad Hanif, Muhammad Atif Tahir, Muhammad Rafi
Detection of Passable Roads Using Ensemble of Global and Local Features. MediaEval (2018)
Shees Nadeem, Muhammad Atif Tahir, Syed Sadiq Ali Naqvi, Muhammad Zaid
Ensemble of Texture and Deep Learning Features for Finding Abnormalities in the Gastro-Intestinal Tract. ICCCI (2) (2018)
Muhammad Khurram Shaikh, Ashref Lawgaly, Muhammad Atif Tahir, Ahmed Bouridane
Modality identification for heterogeneous face recognition. Multim. Tools Appl. 76 (3) (2017)
Muhammad Hanif, Muhammad Atif Tahir, Mahrukh Khan, Muhammad Rafi
Flood detection using Social Media Data and Spectral Regression based Kernel Discriminant Analysis. MediaEval (2017)
Mohamed Albashir Omar, Muhammad Atif Tahir, Fouad Khelifi
Multi-label learning model for improving retinal image classification in diabetic retinopathy. CoDIT (2017)
Syed Sadiq Ali Naqvi, Shees Nadeem, Muhammad Zaid, Muhammad Atif Tahir
Ensemble of Texture Features for Finding Abnormalities in the Gastro-Intestinal Tract. MediaEval (2017)
Faraz Ahmad Khan, Muhammad Atif Tahir, Fouad Khelifi, Ahmed Bouridane, Resheed Almotaeryi
Robust off-line text independent writer identification using bagged discrete cosine transform features. Expert Syst. Appl. 71 (2017)
Mohamed Albashir Omar, Fouad Khelifi, Muhammad Atif Tahir
Detection and classification of retinal fundus images exudates using region based multiscale LBP texture approach. CoDIT (2016)
Muhammad Atif Tahir, Josef Kittler, Ahmed Bouridane
Multi-label classification using stacked spectral kernel discriminant analysis. Neurocomputing 171 (2016)
Somaya Al-Máadeed, Abdelaali Hassaïne, Ahmed Bouridane, Muhammad Atif Tahir
Novel geometric features for off-line writer identification. Pattern Anal. Appl. 19 (3) (2016)
Faraz Ahmad Khan, Muhammad Atif Tahir, Fouad Khelifi, Ahmed Bouridane
Offline text independent writer identification using ensemble of multi-scale local ternary pattern histograms. EUVIP (2016)
Emad Khalifa, Somaya Al-Máadeed, Muhammad Atif Tahir, Ahmed Bouridane, Asif Jamshed
Off-line writer identification using an ensemble of grapheme codebook features. Pattern Recognit. Lett. 59 (2015)
Zaheer Abbas Khan, Ashiq Anjum, Kamran Soomro, Muhammad Atif Tahir
Towards cloud based big data analytics for smart future cities. J. Cloud Comput. 4 (2015)
Muhammad Atif Tahir, Asif Jamshed, Habib-ur Rehman, Yassine Daadaa
Tabu Search for Low-Cost Dynamic Multicast Tree Generation with Quality of Service Guarantees. J. Intell. Syst. 24 (4) (2015)
Muhammad Khurram Shaikh, Muhammad Atif Tahir, Ahmed Bouridane
Probabilistic Linear Discriminant Analysis for intermodality face recognition. ICASSP (2014)
Muhammad Khurram Shaikh, Muhammad Atif Tahir, Ahmed Bouridane
Tied factor Analysis using Bagging for heterogeneous face recognition. EUVIP (2014)
Muhammad Atif Tahir, Fei Yan, Peter Koniusz, Muhammad Awais, Mark Barnard, Krystian Mikolajczyk, Ahmed Bouridane, Josef Kittler
A Robust and Scalable Visual Category and Action Recognition System Using Kernel Discriminant Analysis With Spectral Regression. IEEE Trans. Multim. 15 (7) (2013)
Muhammad Atif Tahir, Ahmed Bouridane, Josef Kittler
Dimensionality Reduction Using Stacked Kernel Discriminant Analysis for Multi-label Classification. MCS (2013)
Chi-Ho Chan, Muhammad Atif Tahir, Josef Kittler, Matti Pietikäinen
Multiscale Local Phase Quantization for Robust Component-Based Face Recognition Using Kernel Fusion of Multiple Descriptors. IEEE Trans. Pattern Anal. Mach. Intell. 35 (5) (2013)
Jim E. Smith, Praminda Caleb-Solly, Muhammad Atif Tahir, Davy Sannen, Hendrik Van Brussel
Making Early Predictions of the Accuracy of Machine Learning Applications CoRR (2012)
Fei Yan, Josef Kittler, Krystian Mikolajczyk, Muhammad Atif Tahir
Non-Sparse Multiple Kernel Fisher Discriminant Analysis. J. Mach. Learn. Res. 13 (2012)
Muhammad Atif Tahir, Josef Kittler, Ahmed Bouridane
Multilabel classification using heterogeneous ensemble of multi-label classifiers. Pattern Recognit. Lett. 33 (5) (2012)
Muhammad Atif Tahir, Josef Kittler, Fei Yan
Inverse random under sampling for class imbalance problem and its application to multi-label classification. Pattern Recognit. 45 (10) (2012)
Muhammad Atif Tahir, Chi-Ho Chan, Josef Kittler, Ahmed Bouridane
Face recognition using multi-scale local phase quantisation and Linear Regression Classifier. ICIP (2011)
Muhammad Atif Tahir, Josef Kittler, Krystian Mikolajczyk, Fei Yan
Improving Multilabel Classification Performance by Using Ensemble of Multi-label Classifiers. MCS (2010)
Muhammad Atif Tahir, Jim E. Smith
Creating diverse nearest-neighbour ensembles using simultaneous metaheuristic feature selection. Pattern Recognit. Lett. 31 (11) (2010)
Muhammad Atif Tahir, Fei Yan, Mark Barnard, Muhammad Awais, Krystian Mikolajczyk, Josef Kittler
The University of Surrey Visual Concept Detection System at ImageCLEF@ICPR: Working Notes. ICPR (2010)
Muhammad Atif Tahir, Fei Yan, Mark Barnard, Muhammad Awais, Krystian Mikolajczyk, Josef Kittler
The University of Surrey Visual Concept Detection System at ImageCLEF@ICPR: Working Notes. ICPR Contests (2010)
Chi-Ho Chan, Josef Kittler, Muhammad Atif Tahir
Kernel Fusion of Multiple Histogram Descriptors for Robust Face Recognition. SSPR/SPR (2010)
Fei Yan, Krystian Mikolajczyk, Josef Kittler, Muhammad Atif Tahir
Combining Multiple Kernels by Augmenting the Kernel Matrix. MCS (2010)
Christian Eitzinger, Wolfgang Heidl, Edwin Lughofer, Stefan Raiser, Jim E. Smith, Muhammad Atif Tahir, Davy Sannen, Hendrik Van Brussel
Assessment of the influence of adaptive components in trainable surface inspection systems. Mach. Vis. Appl. 21 (5) (2010)
Fei Yan, Josef Kittler, Krystian Mikolajczyk, Muhammad Atif Tahir
Non-sparse Multiple Kernel Learning for Fisher Discriminant Analysis. ICDM (2009)
Muhammad Atif Tahir, Josef Kittler, Krystian Mikolajczyk, Fei Yan
A Multiple Expert Approach to the Class Imbalance Problem Using Inverse Random under Sampling. MCS (2009)
Fei Yan, Krystian Mikolajczyk, Josef Kittler, Muhammad Atif Tahir
Norm Multiple Kernel SVMs in Image and Video Classification. CBMI (2009)
Muhammad Atif Tahir, Josef Kittler, Fei Yan, Krystian Mikolajczyk
Concept learning for image and video retrieval: The inverse random under sampling approach. EUSIPCO (2009)
Edwin Lughofer, James Edward Smith, Muhammad Atif Tahir, Praminda Caleb-Solly, Christian Eitzinger, Davy Sannen, Marnix Nuttin
Human-Machine Interaction Issues in Quality Control Based on Online Image Classification. IEEE Trans. Syst. Man Cybern. Part A 39 (5) (2009)
Muhammad Atif Tahir, Josef Kittler, Fei Yan, Krystian Mikolajczyk
Kernel Discriminant Analysis Using Triangular Kernel for Semantic Scene Classification. CBMI (2009)
Muhammad Atif Tahir, Josef Kittler, Krystian Mikolajczyk, Fei Yan, Koen E. A. van de Sande, Theo Gevers
Visual category recognition using Spectral Regression and Kernel Discriminant Analysis. ICCV Workshops (2009)
Muhammad Atif Tahir, Jim E. Smith, Praminda Caleb-Solly
A Novel Feature Selection Based Semi-supervised Method for Image Classification. ICVS (2008)
Cees G. M. Snoek, Koen E. A. van de Sande, Ork de Rooij, Bouke Huurnink, Jan C. van Gemert, Jasper R. R. Uijlings, Jiyin He, Xirong Li, Ivo Everts, Vladimir Nedovic, M. van Liempt, Richard van Balen, Maarten de Rijke, Jan-Mark Geusebroek, Theo Gevers, Marcel Worring, Arnold W. M. Smeulders, Dennis C. Koelma, Fei Yan, Muhammad Atif Tahir, Krystian Mikolajczyk, Josef Kittler
The MediaMill TRECVID 2008 Semantic Video Search Engine. TRECVID (2008)
Edwin Lughofer, Jim E. Smith, Praminda Caleb-Solly, Muhammad Atif Tahir, Christian Eitzinger, Davy Sannen, Hendrik Van Brussel
On Human-Machine Interaction during Online Image Classifier Training. CIMCA/IAWTIC/ISE (2008)
Davy Sannen, Marnix Nuttin, Jim E. Smith, Muhammad Atif Tahir, Praminda Caleb-Solly, Edwin Lughofer, Christian Eitzinger
An On-Line Interactive Self-adaptive Image Classification Framework. ICVS (2008)
Jim E. Smith, Muhammad Atif Tahir
Stop Wasting Time: On Predicting the Success or Failure of Learning for Industrial Applications. IDEAL (2007)
Muhammad Atif Tahir, Ahmed Bouridane, Fatih Kurugollu
Simultaneous feature selection and feature weighting using Hybrid Tabu Search/K-nearest neighbor classifier. Pattern Recognit. Lett. 28 (4) (2007)
Muhammad Atif Tahir, Ahmed Bouridane
Novel Round-Robin Tabu Search Algorithm for Prostate Cancer Classification and Diagnosis Using Multispectral Imagery. IEEE Trans. Inf. Technol. Biomed. 10 (4) (2006)
Muhammad Atif Tahir, Ahmed Bouridane
An Fpga Based Coprocessor for Cancer Classification Using Nearest Neighbour Classifier. ICASSP (3) (2006)
Muhammad Atif Tahir, Jim E. Smith
Improving Nearest Neighbor Classifier Using Tabu Search and Ensemble Distance Metrics. ICDM (2006)
Muhammad Atif Tahir, Ahmed Bouridane, Fatih Kurugollu, Abbes Amira
A Novel Prostate Cancer Classification Technique Using Intermediate Memory Tabu Search. EURASIP J. Adv. Signal Process. 2005 (14) (2005)
Muhammad Atif Tahir, Ahmed Bouridane, Fatih Kurugollu, Abbes Amira
Feature Selection using Tabu Search for Improving the Classification Rate of Prostate Needle Biopsies. ICPR (2) (2004)
Muhammad Atif Tahir, Ahmed Bouridane, Fatih Kurugollu
An FPGA Based Coprocessor for the Classification of Tissue Patterns in Prostatic Cancer. FPL (2004)
Muhammad Atif Tahir, Ahmed Bouridane, Fatih Kurugollu, Abbes Amira
Accelerating the computation of glcm and haralick texture features on reconfigurable hardware. ICIP (2004)
Muhammad Atif Tahir, Ahmed Bouridane, Fatih Kurugollu
Simultaneous Feature Selection and Weighting for Nearest Neighbor Using Tabu Search. IDEAL (2004)
Muhammad Atif Tahir, Mohammed Ali Roula, Ahmed Bouridane, Fatih Kurugollu, Abbes Amira
An FPGA based co-processor for GLCM texture features measurement. ICECS (2003)
Muhammad Atif Tahir, Habib Youssef, Abdulaziz Al-Mulhem, Sadiq M. Sait
Fuzzy Based MultiObjective Multicast Routing Using Tabu Search. International Conference on Internet Computing (2002)
Habib Youssef, Abdulaziz Al-Mulhem, Sadiq M. Sait, Muhammad Atif Tahir
QoS-driven multicast tree generation using Tabu search. Comput. Commun. 25 (11-12) (2002)