Muhammad Sharif

According to our database1, Muhammad Sharif authored at least 73 papers between 2008 and 2020.

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



In proceedings 
PhD thesis 





An integrated design of particle swarm optimization (PSO) with fusion of features for detection of brain tumor.
Pattern Recognit. Lett., 2020

Developed Newton-Raphson based deep features selection framework for skin lesion recognition.
Pattern Recognit. Lett., 2020

Brain tumor classification based on DWT fusion of MRI sequences using convolutional neural network.
Pattern Recognit. Lett., 2020

Human action recognition: a framework of statistical weighted segmentation and rank correlation-based selection.
Pattern Anal. Appl., 2020

A novel approach for scene text extraction from synthesized hazy natural images.
Pattern Anal. Appl., 2020

Brain tumor detection based on extreme learning.
Neural Comput. Appl., 2020

Lung nodule detection and classification based on geometric fit in parametric form and deep learning.
Neural Comput. Appl., 2020

An integrated framework of skin lesion detection and recognition through saliency method and optimal deep neural network features selection.
Neural Comput. Appl., 2020

Person re-identification with features-based clustering and deep features.
Neural Comput. Appl., 2020

Brain tumor detection: a long short-term memory (LSTM)-based learning model.
Neural Comput. Appl., 2020

Efficient hybrid approach to segment and classify exudates for DR prediction.
Multim. Tools Appl., 2020

Fruits diseases classification: exploiting a hierarchical framework for deep features fusion and selection.
Multim. Tools Appl., 2020

An automated system for cucumber leaf diseased spot detection and classification using improved saliency method and deep features selection.
Multim. Tools Appl., 2020

Use of machine intelligence to conduct analysis of human brain data for detection of abnormalities in its cognitive functions.
Multim. Tools Appl., 2020

A Machine Learning Method with Threshold Based Parallel Feature Fusion and Feature Selection for Automated Gait Recognition.
J. Organ. End User Comput., 2020

Brain Tumor Detection by Using Stacked Autoencoders in Deep Learning.
J. Medical Syst., 2020

Localization of radiance transformation for image dehazing in wavelet domain.
Neurocomputing, 2020

Detection of glaucoma based on cup-to-disc ratio using fundus images.
Int. J. Intell. Syst. Technol. Appl., 2020

Improved strategy for human action recognition; experiencing a cascaded design.
IET Image Process., 2020

A unified patch based method for brain tumor detection using features fusion.
Cogn. Syst. Res., 2020

Brain tumor detection using fusion of hand crafted and deep learning features.
Cogn. Syst. Res., 2020

Convolutional neural network with batch normalization for glioma and stroke lesion detection using MRI.
Cogn. Syst. Res., 2020

Corrigendum to "Color-based template selection for detection of gastric abnormalities in video endoscopy" [Biomed. Signal Process. Control 56 (2020) February 101668].
Biomed. Signal Process. Control., 2020

Color-based template selection for detection of gastric abnormalities in video endoscopy.
Biomed. Signal Process. Control., 2020

Hand-crafted and deep convolutional neural network features fusion and selection strategy: An application to intelligent human action recognition.
Appl. Soft Comput., 2020

A survey of feature extraction and fusion of deep learning for detection of abnormalities in video endoscopy of gastrointestinal-tract.
Artif. Intell. Rev., 2020

Recognition of Different Types of Leukocytes Using YOLOv2 and Optimized Bag-of-Features.
IEEE Access, 2020

Correction to "An Optimized Method for Segmentation and Classification of Apple Diseases Based on Strong Correlation and Genetic Algorithm Based Feature Selection".
IEEE Access, 2020

Deep Semantic Segmentation and Multi-Class Skin Lesion Classification Based on Convolutional Neural Network.
IEEE Access, 2020

Diagnosis and recognition of grape leaf diseases: An automated system based on a novel saliency approach and canonical correlation analysis based multiple features fusion.
Sustain. Comput. Informatics Syst., 2019

An implementation of optimized framework for action classification using multilayers neural network on selected fused features.
Pattern Anal. Appl., 2019

Object detection and classification: a joint selection and fusion strategy of deep convolutional neural network and SIFT point features.
Multim. Tools Appl., 2019

A 3D nodule candidate detection method supported by hybrid features to reduce false positives in lung nodule detection.
Multim. Tools Appl., 2019

Classification of gastrointestinal diseases of stomach from WCE using improved saliency-based method and discriminant features selection.
Multim. Tools Appl., 2019

Multi-level features fusion and selection for human gait recognition: an optimized framework of Bayesian model and binomial distribution.
Int. J. Mach. Learn. Cybern., 2019

Lung Nodule Detection based on Ensemble of Hand Crafted and Deep Features.
J. Medical Syst., 2019

Stomach Deformities Recognition Using Rank-Based Deep Features Selection.
J. Medical Syst., 2019

A New Approach for Brain Tumor Segmentation and Classification Based on Score Level Fusion Using Transfer Learning.
J. Medical Syst., 2019

Adaptive hysteresis thresholding segmentation technique for localizing the breast masses in the curve stitching domain.
Int. J. Medical Informatics, 2019

Automatic screening of retinal lesions for grading diabetic retinopathy.
Int. Arab J. Inf. Technol., 2019

Brain tumor detection using statistical and machine learning method.
Comput. Methods Programs Biomed., 2019

An Optimized Method for Segmentation and Classification of Apple Diseases Based on Strong Correlation and Genetic Algorithm Based Feature Selection.
IEEE Access, 2019

Facial expression detection using Six Facial Expressions Hexagon (SFEH) model.
Proceedings of the IEEE 9th Annual Computing and Communication Workshop and Conference, 2019

An Overview of Biometrics Methods.
Proceedings of the Handbook of Multimedia Information Security: Techniques and Applications., 2019

Human action recognition: a construction of codebook by discriminative features selection approach.
Int. J. Appl. Pattern Recognit., 2018

License number plate recognition system using entropy-based features selection approach with SVM.
IET Image Process., 2018

Appearance based pedestrians' gender recognition by employing stacked auto encoders in deep learning.
Future Gener. Comput. Syst., 2018

A novel machine learning approach for scene text extraction.
Future Gener. Comput. Syst., 2018

Big data analysis for brain tumor detection: Deep convolutional neural networks.
Future Gener. Comput. Syst., 2018

Internet of Things (IoT) Operating Systems Support, Networking Technologies, Applications, and Challenges: A Comparative Review.
IEEE Commun. Surv. Tutorials, 2018

Computer Assisted Gastric Abnormalities Detection Using Hybrid Texture Descriptors for Chromoendoscopy Images.
Comput. Methods Programs Biomed., 2018

Arteriovenous ratio and papilledema based hybrid decision support system for detection and grading of hypertensive retinopathy.
Comput. Methods Programs Biomed., 2018

Detection and classification of citrus diseases in agriculture based on optimized weighted segmentation and feature selection.
Comput. Electron. Agric., 2018

CCDF: Automatic system for segmentation and recognition of fruit crops diseases based on correlation coefficient and deep CNN features.
Comput. Electron. Agric., 2018

An automated detection and classification of citrus plant diseases using image processing techniques: A review.
Comput. Electron. Agric., 2018

Multistage segmentation model and SVM-ensemble for precise lung nodule detection.
Int. J. Comput. Assist. Radiol. Surg., 2018

Decision support system for detection of hypertensive retinopathy using arteriovenous ratio.
Artif. Intell. Medicine, 2018

A method for the detection and classification of diabetic retinopathy using structural predictors of bright lesions.
J. Comput. Sci., 2017

Decision Support System for Detection of Papilledema through Fundus Retinal Images.
J. Medical Syst., 2017

CDR based glaucoma detection using fundus images: a review.
Int. J. Appl. Pattern Recognit., 2017

A framework of human detection and action recognition based on uniform segmentation and combination of Euclidean distance and joint entropy-based features selection.
EURASIP J. Image Video Process., 2017

Symptom based automated detection of citrus diseases using color histogram and textural descriptors.
Comput. Electron. Agric., 2017

Computer-based classification of chromoendoscopy images using homogeneous texture descriptors.
Comput. Biol. Medicine, 2017

Cloud Computing Security Models, Architectures, Issues and Challenges: A Survey.
Smart Comput. Rev., 2015

Face Recognition Invariant to Partial Occlusions.
KSII Trans. Internet Inf. Syst., 2014

Face recognition using adaptive margin fisher's criterion and linear discriminant analysis (AMFC-LDA).
Int. Arab J. Inf. Technol., 2014

A survey: face recognition techniques under partial occlusion.
Int. Arab J. Inf. Technol., 2014

Content Based Image Retrieval Using Combined Features of Shape, Color and Relevance Feedback.
KSII Trans. Internet Inf. Syst., 2013

A Survey: Linear and Nonlinear PCA Based Face Recognition Techniques.
Int. Arab J. Inf. Technol., 2013

Analysis of face recognition under varying facial expression: a survey.
Int. Arab J. Inf. Technol., 2013

Single Image Face Recognition Using Laplacian of Gaussian and Discrete Cosine Transforms.
Int. Arab J. Inf. Technol., 2012

[COMSCAN]: an optical music recognition system.
Proceedings of the FIT '09, 2009

Time signatures - an implementation of Keystroke and click patterns for practical and secure authentication.
Proceedings of the Third IEEE International Conference on Digital Information Management (ICDIM), 2008