Muhammad Atif Tahir

103 papers A* 2B 5C 8Misc 1Journal 42Unranked 43

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Abnormalities and Disease Detection in Gastro-Intestinal Tract Images. CoRR Zeshan Khan, Muhammad Atif Tahir
2026	J	`jnl`	Federated unlearning using diffusive noise injection. Inf. Fusion Muhammad Mustafa Ali Usmani, Muhammad Atif Tahir, Humna Faisal, Muhammad Rafi
2025	J	`jnl`	Multi-Task Learning for Visually Grounded Reasoning in Gastrointestinal VQA. CoRR Itbaan Safwan, Muhammad Annas Shaikh, Muhammad Haaris, Ramail Khan, Muhammad Atif Tahir
2025	J	`jnl`	Tickling translations: Small but mighty open-sourced transformers bring English PUN-ny entities to life in French! Comput. Speech Lang. Farhan Dhanani, Muhammad Rafi, Muhammad Atif Tahir
2024	J	`jnl`	Exploring Multiple Instance Learning (MIL): A brief survey. Expert Syst. Appl. Muhammad Waqas, Syed Umaid Ahmed, Muhammad Atif Tahir, Jia Wu, Rizwan Qureshi
2024	J	`jnl`	Exudate and drusen classification in retinal images using bagged colour vector angles and inter colour local binary patterns. Multim. Tools Appl. Mohamed Albashir Omar, Fouad Khelifi, Muhammad Atif Tahir
2024	J	`jnl`	Simultaneous instance pooling and bag representation selection approach for multiple-instance learning (MIL) using vision transformer. Neural Comput. Appl. Muhammad Waqas, Muhammad Atif Tahir, Muhammad Danish Author, Somaya Al-Máadeed, Ahmed Bouridane, Jia Wu
2023	J	`jnl`	Deep Gaussian mixture model based instance relevance estimation for multiple instance learning applications. Appl. Intell. Muhammad Waqas, Muhammad Atif Tahir, Rizwan Qureshi
2023	—	`conf`	Humour Translation with Transformers. CLEF Farhan Dhanani, Muhammad Rafi, Muhammad Atif Tahir
2023	J	`jnl`	Leaf classification on Flavia dataset: A detailed review. Sustain. Comput. Informatics Syst. Syed Umaid Ahmed, Junaid Shuja, Muhammad Atif Tahir
2023	J	`jnl`	Real time anatomical landmarks and abnormalities detection in gastrointestinal tract. PeerJ Comput. Sci. Zeshan Khan, Muhammad Atif Tahir
2023	J	`jnl`	Robust bag classification approach for multi-instance learning via subspace fuzzy clustering. Expert Syst. Appl. Muhammad Waqas, Muhammad Atif Tahir, Salman A. Khan
2023	—	`conf`	The Impact of Transformers Ensemble on Model Memorability and Generalizability. MediaEval Muhammad Mustafa Ali Usmani, Humna Faisal, Muhammad Atif Tahir
2023	J	`jnl`	Toward an Optimal and Structured Feature Subset Selection for Multi-Target Regression Using Genetic Algorithm. IEEE Access Farrukh Hasan Syed, Muhammad Atif Tahir, Jaroslav Frnda, Muhammad Rafi, Muhammad Shahid Anwar, Jan Nedoma
2023	—	`conf`	Tracking and Prediction Of Human Spermatozoa Motility Using Yolov8n and Greedy Shape Geometry Technique. MediaEval Muhammad Osaid, Abdul Samad, Omer Qureshi, Muhammad Atif Tahir, Muhammad Nouman Durrani
2022	—	`conf`	FAST-MT Participation for the JOKER CLEF-2022 Automatic Pun and Humour Translation Tasks. CLEF (Working Notes) Farhan Dhanani, Muhammad Rafi, Muhammad Atif Tahir
2022	—	`conf`	Laplacian Regularized Variational Few-Shot Learning for Image Classification. UKCI Yumna Zahid, Muhammad Atif Tahir, Jungong Han, Qiang Shen
2022	—	`conf`	Modelling of Video Memorability using Ensemble Learning and Transformers. MediaEval Muhammad Mustafa Ali Usmani, Sumaiyah Zahid, Muhammad Atif Tahir
2022	—	`conf`	Quest for Insight: Predicting Memorability based on Frequency of N-Grams. MediaEval Muhammad Mustafa Ali Usmani, Sumaiyah Zahid, Muhammad Atif Tahir
2022	—	`conf`	Time Series Prediction Of AQI using Facebook Prophet and YOLOV5. MediaEval Omer Qureshi, Muhammad Osaid, Muhammad Atif Tahir, Muhammad Nouman Durrani
2021	J	`jnl`	A comprehensive analysis of classification methods in gastrointestinal endoscopy imaging. Medical Image Anal. 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
2021	J	`jnl`	An Empirical Analysis of Deep Learning Architectures for Vehicle Make and Model Recognition. IEEE Access Aqsa Hassan, Mohsin Ali, Nouman M. Durrani, Muhammad Atif Tahir
2021	—	`conf`	Deep Component Based Age Invariant Face Recognition in an Unconstrained Environment. ICCCI (CCIS Volume) Amad Asif, Muhammad Atif Tahir, Mohsin Ali
2021	—	`conf`	Deep Learning Based Framework for Classification of Water Quality in Social Media Data. MediaEval Muhammad Hanif, Ammar Khawer, Muhammad Atif Tahir, Muhammad Rafi
2021	—	`conf`	Disaster based Visual Sentiment Analysis using Deep Learning. MediaEval Mohsin Ali, Muhammad Hanif, Muhammad Atif Tahir, Muhammad Nouman Durrani, Muhammad Rafi
2021	—	`conf`	Ensemble-Based Instance Relevance Estimation in Multiple-Instance Learning. EUVIP Muhammad Waqas, Muhammad Atif Tahir, Rizwan Qureshi
2021	J	`jnl`	Feature selection for semi-supervised multi-target regression using genetic algorithm. Appl. Intell. Farrukh Hasan Syed, Muhammad Atif Tahir, Muhammad Rafi, Mir Danish Shahab
2021	—	`conf`	Hybrid Vision Transformer for Domain Adaptable Person Re-identification. ICCCI (CCIS Volume) Muhammad Danish Waseem, Muhammad Atif Tahir, Muhammad Nouman Durrani
2021	—	`conf`	Medico 2021: Medical Image Augmentation and Segmentation using Combination of Segmentation Neural Networks. MediaEval Zeshan Khan, Mubasher Khan, Mubashir Yasin, Muhammad Hassan, Muhammad Atif Tahir
2021	—	`conf`	Reinforcement Learning based Video Summarization with Combination of ResNet and Gated Recurrent Unit. VISIGRAPP (4: VISAPP) Muhammad Sohail Afzal, Muhammad Atif Tahir
2021	—	`conf`	Short Text Classification using TF-IDF Features and Fast Text Learner. MediaEval Zeshan Khan, Umar Naseer, Muhammad Atif Tahir
2021	—	`conf`	Towards Time Series Forecasting of Cross-Data Analytics for Haze Prediction. MediaEval Ali Akbar, Muhammad Atif Tahir, Muhammad Rafi
2020	—	`conf`	Depth-Wise Separable Atrous Convolution for Polyps Segmentation in Gastro-Intestinal Tract. MediaEval Syed Muhammad Faraz Ali, Muhammad Taha Khan, Syed Unaiz Haider, Talha Ahmed, Zeshan Khan, Muhammad Atif Tahir
2020	J	`jnl`	Discriminative Adaptive Sets for Multi-Label Classification. IEEE Access Muhammad Usman Ghani, Muhammad Rafi, Muhammad Atif Tahir
2020	—	`conf`	Ensemble Based Method for the Classification of Flooding Event Using Social Media Data. MediaEval Muhammad Hanif, Huzaifa Joozer, Muhammad Atif Tahir, Muhammad Rafi
2020	B	`conf`	Ensemble Learning Using Bagging And Inception-V3 For Anomaly Detection In Surveillance Videos. ICIP Yumna Zahid, Muhammad Atif Tahir, Muhammad Nouman Durrani
2020	J	`jnl`	IBaggedFCNet: An Ensemble Framework for Anomaly Detection in Surveillance Videos. IEEE Access Yumna Zahid, Muhammad Atif Tahir, Nouman M. Durrani, Ahmed Bouridane
2020	—	`conf`	Lung-Wise Tuberculosis Analysis and Automatic CT Report Generation with Hybrid Feature and Ensemble Learning. CLEF (Working Notes) Muhammad Waqas, Zeshan Khan, Shaheer Anjum, Muhammad Atif Tahir
2020	—	`conf`	Medical Diagnostic by Data Bagging for Various Instances of Neural Network. ICPR Workshops (8) Zeshan Khan, Muhammad Usman Tariq Alvi, Muhammad Atif Tahir, Shahbaz Memon
2019	J	`jnl`	Dissimilarity Gaussian Mixture Models for Efficient Offline Handwritten Text-Independent Identification Using SIFT and RootSIFT Descriptors. IEEE Trans. Inf. Forensics Secur. Faraz Ahmad Khan, Fouad Khelifi, Muhammad Atif Tahir, Ahmed Bouridane
2019	—	`conf`	Ensemble and Inference based Methods for Flood Severity Estimation Using Visual Data. MediaEval Mir Murtaza, Muhammad Hanif, Muhammad Atif Tahir, Muhammad Rafi
2019	—	`ch.`	Flood Detection Using Social Media Big Data Streams. Encyclopedia of Big Data Technologies Muhammad Hanif, Muhammad Atif Tahir, Muhammad Rafi, Furqan Shaikh
2019	J	`jnl`	Smart city big data analytics: An advanced review. WIREs Data Mining Knowl. Discov. Kamran Soomro, Muhammad Nasir Mumtaz Bhutta, Zaheer Khan, Muhammad Atif Tahir
2018	J	`jnl`	Automatic classification of colorectal and prostatic histologic tumor images using multiscale multispectral local binary pattern texture features and stacked generalization. Neurocomputing Remy Peyret, Ahmed Bouridane, Fouad Khelifi, Muhammad Atif Tahir, Somaya Ali Al-Máadeed
2018	—	`conf`	Detection of Passable Roads Using Ensemble of Global and Local Features. MediaEval Muhammad Hanif, Muhammad Atif Tahir, Muhammad Rafi
2018	—	`conf`	Ensemble of Texture and Deep Learning Features for Finding Abnormalities in the Gastro-Intestinal Tract. ICCCI (2) Shees Nadeem, Muhammad Atif Tahir, Syed Sadiq Ali Naqvi, Muhammad Zaid
2018	—	`conf`	Majority Voting of Heterogeneous Classifiers for Finding Abnormalities in the Gastro-Intestinal Tract. MediaEval Zeshan Khan, Muhammad Atif Tahir
2018	J	`jnl`	Safe semi supervised multi-target regression (MTR-SAFER) for new targets learning. Multim. Tools Appl. Farrukh Hasan Syed, Muhammad Atif Tahir
2017	—	`conf`	Ensemble of Texture Features for Finding Abnormalities in the Gastro-Intestinal Tract. MediaEval Syed Sadiq Ali Naqvi, Shees Nadeem, Muhammad Zaid, Muhammad Atif Tahir
2017	—	`conf`	Flood detection using Social Media Data and Spectral Regression based Kernel Discriminant Analysis. MediaEval Muhammad Hanif, Muhammad Atif Tahir, Mahrukh Khan, Muhammad Rafi
2017	J	`jnl`	Modality identification for heterogeneous face recognition. Multim. Tools Appl. Muhammad Khurram Shaikh, Ashref Lawgaly, Muhammad Atif Tahir, Ahmed Bouridane
2017	C	`conf`	Multi-label learning model for improving retinal image classification in diabetic retinopathy. CoDIT Mohamed Albashir Omar, Muhammad Atif Tahir, Fouad Khelifi
2017	J	`jnl`	Robust off-line text independent writer identification using bagged discrete cosine transform features. Expert Syst. Appl. Faraz Ahmad Khan, Muhammad Atif Tahir, Fouad Khelifi, Ahmed Bouridane, Resheed Almotaeryi
2016	C	`conf`	Detection and classification of retinal fundus images exudates using region based multiscale LBP texture approach. CoDIT Mohamed Albashir Omar, Fouad Khelifi, Muhammad Atif Tahir
2016	J	`jnl`	Multi-label classification using stacked spectral kernel discriminant analysis. Neurocomputing Muhammad Atif Tahir, Josef Kittler, Ahmed Bouridane
2016	J	`jnl`	Novel geometric features for off-line writer identification. Pattern Anal. Appl. Somaya Al-Máadeed, Abdelaali Hassaïne, Ahmed Bouridane, Muhammad Atif Tahir
2016	—	`conf`	Offline text independent writer identification using ensemble of multi-scale local ternary pattern histograms. EUVIP Faraz Ahmad Khan, Muhammad Atif Tahir, Fouad Khelifi, Ahmed Bouridane
2015	J	`jnl`	Off-line writer identification using an ensemble of grapheme codebook features. Pattern Recognit. Lett. Emad Khalifa, Somaya Al-Máadeed, Muhammad Atif Tahir, Ahmed Bouridane, Asif Jamshed
2015	J	`jnl`	Tabu Search for Low-Cost Dynamic Multicast Tree Generation with Quality of Service Guarantees. J. Intell. Syst. Muhammad Atif Tahir, Asif Jamshed, Habib-ur Rehman, Yassine Daadaa
2015	J	`jnl`	Towards cloud based big data analytics for smart future cities. J. Cloud Comput. Zaheer Abbas Khan, Ashiq Anjum, Kamran Soomro, Muhammad Atif Tahir
2014	Misc	`conf`	Probabilistic Linear Discriminant Analysis for intermodality face recognition. ICASSP Muhammad Khurram Shaikh, Muhammad Atif Tahir, Ahmed Bouridane
2014	—	`conf`	Tied factor Analysis using Bagging for heterogeneous face recognition. EUVIP Muhammad Khurram Shaikh, Muhammad Atif Tahir, Ahmed Bouridane
2013	J	`jnl`	A Robust and Scalable Visual Category and Action Recognition System Using Kernel Discriminant Analysis With Spectral Regression. IEEE Trans. Multim. Muhammad Atif Tahir, Fei Yan, Peter Koniusz, Muhammad Awais, Mark Barnard, Krystian Mikolajczyk, Ahmed Bouridane, Josef Kittler
2013	—	`conf`	Dimensionality Reduction Using Stacked Kernel Discriminant Analysis for Multi-label Classification. MCS Muhammad Atif Tahir, Ahmed Bouridane, Josef Kittler
2013	J	`jnl`	Intelligent phishing detection and protection scheme for online transactions. Expert Syst. Appl. Phoebe A. Barraclough, M. Alamgir Hossain, Muhammad Atif Tahir, Graham Sexton, Nauman Aslam
2013	J	`jnl`	Multiscale Local Phase Quantization for Robust Component-Based Face Recognition Using Kernel Fusion of Multiple Descriptors. IEEE Trans. Pattern Anal. Mach. Intell. Chi-Ho Chan, Muhammad Atif Tahir, Josef Kittler, Matti Pietikäinen
2012	J	`jnl`	Inverse random under sampling for class imbalance problem and its application to multi-label classification. Pattern Recognit. Muhammad Atif Tahir, Josef Kittler, Fei Yan
2012	J	`jnl`	Making Early Predictions of the Accuracy of Machine Learning Applications CoRR Jim E. Smith, Praminda Caleb-Solly, Muhammad Atif Tahir, Davy Sannen, Hendrik Van Brussel
2012	J	`jnl`	Multilabel classification using heterogeneous ensemble of multi-label classifiers. Pattern Recognit. Lett. Muhammad Atif Tahir, Josef Kittler, Ahmed Bouridane
2012	J	`jnl`	Non-Sparse Multiple Kernel Fisher Discriminant Analysis. J. Mach. Learn. Res. Fei Yan, Josef Kittler, Krystian Mikolajczyk, Muhammad Atif Tahir
2011	B	`conf`	Face recognition using multi-scale local phase quantisation and Linear Regression Classifier. ICIP Muhammad Atif Tahir, Chi-Ho Chan, Josef Kittler, Ahmed Bouridane
2010	J	`jnl`	Assessment of the influence of adaptive components in trainable surface inspection systems. Mach. Vis. Appl. Christian Eitzinger, Wolfgang Heidl, Edwin Lughofer, Stefan Raiser, Jim E. Smith, Muhammad Atif Tahir, Davy Sannen, Hendrik Van Brussel
2010	—	`conf`	Combining Multiple Kernels by Augmenting the Kernel Matrix. MCS Fei Yan, Krystian Mikolajczyk, Josef Kittler, Muhammad Atif Tahir
2010	J	`jnl`	Creating diverse nearest-neighbour ensembles using simultaneous metaheuristic feature selection. Pattern Recognit. Lett. Muhammad Atif Tahir, Jim E. Smith
2010	—	`conf`	Improving Multilabel Classification Performance by Using Ensemble of Multi-label Classifiers. MCS Muhammad Atif Tahir, Josef Kittler, Krystian Mikolajczyk, Fei Yan
2010	—	`conf`	Kernel Fusion of Multiple Histogram Descriptors for Robust Face Recognition. SSPR/SPR Chi-Ho Chan, Josef Kittler, Muhammad Atif Tahir
2010	B	`conf`	The University of Surrey Visual Concept Detection System at ImageCLEF@ICPR: Working Notes. ICPR Muhammad Atif Tahir, Fei Yan, Mark Barnard, Muhammad Awais, Krystian Mikolajczyk, Josef Kittler
2010	—	`conf`	The University of Surrey Visual Concept Detection System at ImageCLEF@ICPR: Working Notes. ICPR Contests Muhammad Atif Tahir, Fei Yan, Mark Barnard, Muhammad Awais, Krystian Mikolajczyk, Josef Kittler
2009	C	`conf`	A Comparison of L CBMI Fei Yan, Krystian Mikolajczyk, Josef Kittler, Muhammad Atif Tahir
2009	—	`conf`	A Multiple Expert Approach to the Class Imbalance Problem Using Inverse Random under Sampling. MCS Muhammad Atif Tahir, Josef Kittler, Krystian Mikolajczyk, Fei Yan
2009	—	`conf`	Concept learning for image and video retrieval: The inverse random under sampling approach. EUSIPCO Muhammad Atif Tahir, Josef Kittler, Fei Yan, Krystian Mikolajczyk
2009	J	`jnl`	Human-Machine Interaction Issues in Quality Control Based on Online Image Classification. IEEE Trans. Syst. Man Cybern. Part A Edwin Lughofer, James Edward Smith, Muhammad Atif Tahir, Praminda Caleb-Solly, Christian Eitzinger, Davy Sannen, Marnix Nuttin
2009	C	`conf`	Kernel Discriminant Analysis Using Triangular Kernel for Semantic Scene Classification. CBMI Muhammad Atif Tahir, Josef Kittler, Fei Yan, Krystian Mikolajczyk
2009	A*	`conf`	Non-sparse Multiple Kernel Learning for Fisher Discriminant Analysis. ICDM Fei Yan, Josef Kittler, Krystian Mikolajczyk, Muhammad Atif Tahir
2009	—	`conf`	Visual category recognition using Spectral Regression and Kernel Discriminant Analysis. ICCV Workshops Muhammad Atif Tahir, Josef Kittler, Krystian Mikolajczyk, Fei Yan, Koen E. A. van de Sande, Theo Gevers
2008	C	`conf`	A Novel Feature Selection Based Semi-supervised Method for Image Classification. ICVS Muhammad Atif Tahir, Jim E. Smith, Praminda Caleb-Solly
2008	C	`conf`	An On-Line Interactive Self-adaptive Image Classification Framework. ICVS Davy Sannen, Marnix Nuttin, Jim E. Smith, Muhammad Atif Tahir, Praminda Caleb-Solly, Edwin Lughofer, Christian Eitzinger
2008	—	`ch.`	Feature Selection for Heterogeneous Ensembles of Nearest-neighbour Classifiers Using Hybrid Tabu Search. Advances in Metaheuristics for Hard Optimization Muhammad Atif Tahir, Jim E. Smith
2008	—	`conf`	On Human-Machine Interaction during Online Image Classifier Training. CIMCA/IAWTIC/ISE Edwin Lughofer, Jim E. Smith, Praminda Caleb-Solly, Muhammad Atif Tahir, Christian Eitzinger, Davy Sannen, Hendrik Van Brussel
2008	—	`conf`	The MediaMill TRECVID 2008 Semantic Video Search Engine. TRECVID 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
2007	J	`jnl`	Simultaneous feature selection and feature weighting using Hybrid Tabu Search/K-nearest neighbor classifier. Pattern Recognit. Lett. Muhammad Atif Tahir, Ahmed Bouridane, Fatih Kurugollu
2007	C	`conf`	Stop Wasting Time: On Predicting the Success or Failure of Learning for Industrial Applications. IDEAL Jim E. Smith, Muhammad Atif Tahir
2006	—	`conf`	An Fpga Based Coprocessor for Cancer Classification Using Nearest Neighbour Classifier. ICASSP (3) Muhammad Atif Tahir, Ahmed Bouridane
2006	A*	`conf`	Improving Nearest Neighbor Classifier Using Tabu Search and Ensemble Distance Metrics. ICDM Muhammad Atif Tahir, Jim E. Smith
2006	J	`jnl`	Novel Round-Robin Tabu Search Algorithm for Prostate Cancer Classification and Diagnosis Using Multispectral Imagery. IEEE Trans. Inf. Technol. Biomed. Muhammad Atif Tahir, Ahmed Bouridane
2005	J	`jnl`	A Novel Prostate Cancer Classification Technique Using Intermediate Memory Tabu Search. EURASIP J. Adv. Signal Process. Muhammad Atif Tahir, Ahmed Bouridane, Fatih Kurugollu, Abbes Amira
2004	B	`conf`	Accelerating the computation of glcm and haralick texture features on reconfigurable hardware. ICIP Muhammad Atif Tahir, Ahmed Bouridane, Fatih Kurugollu, Abbes Amira
2004	B	`conf`	An FPGA Based Coprocessor for the Classification of Tissue Patterns in Prostatic Cancer. FPL Muhammad Atif Tahir, Ahmed Bouridane, Fatih Kurugollu
2004	—	`conf`	Feature Selection using Tabu Search for Improving the Classification Rate of Prostate Needle Biopsies. ICPR (2) Muhammad Atif Tahir, Ahmed Bouridane, Fatih Kurugollu, Abbes Amira
2004	C	`conf`	Simultaneous Feature Selection and Weighting for Nearest Neighbor Using Tabu Search. IDEAL Muhammad Atif Tahir, Ahmed Bouridane, Fatih Kurugollu
2003	—	`conf`	An FPGA based co-processor for GLCM texture features measurement. ICECS Muhammad Atif Tahir, Mohammed Ali Roula, Ahmed Bouridane, Fatih Kurugollu, Abbes Amira
2002	—	`conf`	Fuzzy Based MultiObjective Multicast Routing Using Tabu Search. International Conference on Internet Computing Muhammad Atif Tahir, Habib Youssef, Abdulaziz Al-Mulhem, Sadiq M. Sait
2002	J	`jnl`	QoS-driven multicast tree generation using Tabu search. Comput. Commun. Habib Youssef, Abdulaziz Al-Mulhem, Sadiq M. Sait, Muhammad Atif Tahir