Muhammad Atif Tahir

According to our database1, Muhammad Atif Tahir authored at least 60 papers between 2002 and 2019.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Other 

Links

On csauthors.net:

Bibliography

2019
Flood Detection Using Social Media Big Data Streams.
Proceedings of the Encyclopedia of Big Data Technologies., 2019

Dissimilarity Gaussian Mixture Models for Efficient Offline Handwritten Text-Independent Identification Using SIFT and RootSIFT Descriptors.
IEEE Trans. Information Forensics and Security, 2019

2018
Safe semi supervised multi-target regression (MTR-SAFER) for new targets learning.
Multimedia Tools Appl., 2018

Automatic classification of colorectal and prostatic histologic tumor images using multiscale multispectral local binary pattern texture features and stacked generalization.
Neurocomputing, 2018

Majority Voting of Heterogeneous Classifiers for Finding Abnormalities in the Gastro-Intestinal Tract.
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

Detection of Passable Roads Using Ensemble of Global and Local Features.
Proceedings of the Working Notes Proceedings of the MediaEval 2018 Workshop, 2018

Ensemble of Texture and Deep Learning Features for Finding Abnormalities in the Gastro-Intestinal Tract.
Proceedings of the Computational Collective Intelligence - 10th International Conference, 2018

2017
Modality identification for heterogeneous face recognition.
Multimedia Tools Appl., 2017

Robust off-line text independent writer identification using bagged discrete cosine transform features.
Expert Syst. Appl., 2017

Ensemble of Texture Features for Finding Abnormalities in the Gastro-Intestinal Tract.
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

Flood detection using Social Media Data and Spectral Regression based Kernel Discriminant Analysis.
Proceedings of the Working Notes Proceedings of the MediaEval 2017 Workshop co-located with the Conference and Labs of the Evaluation Forum (CLEF 2017), 2017

Multi-label learning model for improving retinal image classification in diabetic retinopathy.
Proceedings of the 4th International Conference on Control, 2017

2016
Novel geometric features for off-line writer identification.
Pattern Anal. Appl., 2016

Multi-label classification using stacked spectral kernel discriminant analysis.
Neurocomputing, 2016

Offline text independent writer identification using ensemble of multi-scale local ternary pattern histograms.
Proceedings of the 6th European Workshop on Visual Information Processing, 2016

Detection and classification of retinal fundus images exudates using region based multiscale LBP texture approach.
Proceedings of the International Conference on Control, 2016

2015
Off-line writer identification using an ensemble of grapheme codebook features.
Pattern Recognition Letters, 2015

Tabu Search for Low-Cost Dynamic Multicast Tree Generation with Quality of Service Guarantees.
J. Intelligent Systems, 2015

Towards cloud based big data analytics for smart future cities.
J. Cloud Computing, 2015

2014
Probabilistic Linear Discriminant Analysis for intermodality face recognition.
Proceedings of the IEEE International Conference on Acoustics, 2014

Tied factor Analysis using Bagging for heterogeneous face recognition.
Proceedings of the 5th European Workshop on Visual Information Processing, 2014

2013
A Robust and Scalable Visual Category and Action Recognition System Using Kernel Discriminant Analysis With Spectral Regression.
IEEE Trans. Multimedia, 2013

Multiscale Local Phase Quantization for Robust Component-Based Face Recognition Using Kernel Fusion of Multiple Descriptors.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

Dimensionality Reduction Using Stacked Kernel Discriminant Analysis for Multi-label Classification.
Proceedings of the Multiple Classifier Systems, 11th International Workshop, 2013

2012
Multilabel classification using heterogeneous ensemble of multi-label classifiers.
Pattern Recognition Letters, 2012

Inverse random under sampling for class imbalance problem and its application to multi-label classification.
Pattern Recognition, 2012

Non-Sparse Multiple Kernel Fisher Discriminant Analysis.
J. Mach. Learn. Res., 2012

2011
Face recognition using multi-scale local phase quantisation and Linear Regression Classifier.
Proceedings of the 18th IEEE International Conference on Image Processing, 2011

2010
Creating diverse nearest-neighbour ensembles using simultaneous metaheuristic feature selection.
Pattern Recognition Letters, 2010

Assessment of the influence of adaptive components in trainable surface inspection systems.
Mach. Vis. Appl., 2010

Kernel Fusion of Multiple Histogram Descriptors for Robust Face Recognition.
Proceedings of the Structural, 2010

Combining Multiple Kernels by Augmenting the Kernel Matrix.
Proceedings of the Multiple Classifier Systems, 9th International Workshop, 2010

Improving Multilabel Classification Performance by Using Ensemble of Multi-label Classifiers.
Proceedings of the Multiple Classifier Systems, 9th International Workshop, 2010

The University of Surrey Visual Concept Detection System at ImageCLEF@ICPR: Working Notes.
Proceedings of the Recognizing Patterns in Signals, Speech, Images and Videos, 2010

The University of Surrey Visual Concept Detection System at ImageCLEF@ICPR: Working Notes.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

2009
Human-Machine Interaction Issues in Quality Control Based on Online Image Classification.
IEEE Trans. Systems, Man, and Cybernetics, Part A, 2009

A Multiple Expert Approach to the Class Imbalance Problem Using Inverse Random under Sampling.
Proceedings of the Multiple Classifier Systems, 8th International Workshop, 2009

Non-sparse Multiple Kernel Learning for Fisher Discriminant Analysis.
Proceedings of the ICDM 2009, 2009

Visual category recognition using Spectral Regression and Kernel Discriminant Analysis.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Concept learning for image and video retrieval: The inverse random under sampling approach.
Proceedings of the 17th European Signal Processing Conference, 2009

A Comparison of L1 Norm and L2 Norm Multiple Kernel SVMs in Image and Video Classification.
Proceedings of the Seventh International Workshop on Content-Based Multimedia Indexing, 2009

Kernel Discriminant Analysis Using Triangular Kernel for Semantic Scene Classification.
Proceedings of the Seventh International Workshop on Content-Based Multimedia Indexing, 2009

2008

Feature Selection for Heterogeneous Ensembles of Nearest-neighbour Classifiers Using Hybrid Tabu Search.
Proceedings of the Advances in Metaheuristics for Hard Optimization, 2008

A Novel Feature Selection Based Semi-supervised Method for Image Classification.
Proceedings of the Computer Vision Systems, 6th International Conference, 2008

An On-Line Interactive Self-adaptive Image Classification Framework.
Proceedings of the Computer Vision Systems, 6th International Conference, 2008

On Human-Machine Interaction during Online Image Classifier Training.
Proceedings of the 2008 International Conferences on Computational Intelligence for Modelling, 2008

2007
Simultaneous feature selection and feature weighting using Hybrid Tabu Search/K-nearest neighbor classifier.
Pattern Recognition Letters, 2007

Stop Wasting Time: On Predicting the Success or Failure of Learning for Industrial Applications.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2007

2006
Novel Round-Robin Tabu Search Algorithm for Prostate Cancer Classification and Diagnosis Using Multispectral Imagery.
IEEE Trans. Information Technology in Biomedicine, 2006

Improving Nearest Neighbor Classifier Using Tabu Search and Ensemble Distance Metrics.
Proceedings of the 6th IEEE International Conference on Data Mining (ICDM 2006), 2006

An Fpga Based Coprocessor for Cancer Classification Using Nearest Neighbour Classifier.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

2005
A Novel Prostate Cancer Classification Technique Using Intermediate Memory Tabu Search.
EURASIP J. Adv. Sig. Proc., 2005

2004
Simultaneous Feature Selection and Weighting for Nearest Neighbor Using Tabu Search.
Proceedings of the Intelligent Data Engineering and Automated Learning, 2004

Feature Selection using Tabu Search for Improving the Classification Rate of Prostate Needle Biopsies.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Accelerating the computation of glcm and haralick texture features on reconfigurable hardware.
Proceedings of the 2004 International Conference on Image Processing, 2004

An FPGA Based Coprocessor for the Classification of Tissue Patterns in Prostatic Cancer.
Proceedings of the Field Programmable Logic and Application, 2004

2003
An FPGA based co-processor for GLCM texture features measurement.
Proceedings of the 2003 10th IEEE International Conference on Electronics, 2003

2002
QoS-driven multicast tree generation using Tabu search.
Computer Communications, 2002

Fuzzy Based MultiObjective Multicast Routing Using Tabu Search.
Proceedings of the International Conference on Internet Computing, 2002


  Loading...