Muhammad Sharif

Overview

Best Publications

• A distinctive approach in brain tumor detection and classification using MRI

  Javeria Amin;Muhammad Sharif;Mussarat Yasmin;Steven Lawrence Fernandes

  493
  Citations

• An automated detection and classification of citrus plant diseases using image processing techniques: A review

  Zahid Iqbal;Muhammad Attique Khan;Muhammad Attique Khan;Muhammad Sharif;Jamal Hussain Shah

  468
  Citations

• Detection and classification of citrus diseases in agriculture based on optimized weighted segmentation and feature selection

  Muhammad Sharif;Muhammad Attique Khan;Muhammad Attique Khan;Zahid Iqbal;Muhammad Faisal Azam

  444
  Citations

• Brain tumor detection and classification using machine learning: a comprehensive survey

  Javaria Amin;Javaria Amin;Muhammad Sharif;Anandakumar Haldorai;Mussarat Yasmin

  423
  Citations

• Brain tumor detection using statistical and machine learning method.

  Javaria Amin;Muhammad Sharif;Mudassar Raza;Tanzila Saba

  267
  Citations

• A citrus fruits and leaves dataset for detection and classification of citrus diseases through machine learning.

  Hafiz Tayyab Rauf;Basharat Ali Saleem;M. Ikram Ullah Lali;Muhammad Attique Khan

  255
  Citations

• A decision support system for multimodal brain tumor classification using deep learning

  Muhammad Imran Sharif;Muhammad Attique Khan;Musaed Alhussein;Khursheed Aurangzeb

  253
  Citations

• Skin lesion segmentation and multiclass classification using deep learning features and improved moth flame optimization

  Muhammad Attique Khan;Muhammad Sharif;Tallha Akram;Robertas Damaševičius

  246
  Citations

• Symptom based automated detection of citrus diseases using color histogram and textural descriptors

  H. Ali;M.I. Lali;M.Z. Nawaz;M. Sharif

  240
  Citations

• CCDF: Automatic system for segmentation and recognition of fruit crops diseases based on correlation coefficient and deep CNN features

  Muhammad Attique Khan;Tallha Akram;Muhammad Sharif;Muhammad Awais

  229
  Citations

• Attributes based skin lesion detection and recognition: A mask RCNN and transfer learning-based deep learning framework

  Muhammad Attique Khan;Tallha Akram;Yu-Dong Zhang;Muhammad Sharif

  221
  Citations

• Brain tumor classification based on DWT fusion of MRI sequences using convolutional neural network

  Javaria Amin;Muhammad Sharif;Nadia Gul;Mussarat Yasmin

  203
  Citations

• An Optimized Method for Segmentation and Classification of Apple Diseases Based on Strong Correlation and Genetic Algorithm Based Feature Selection

  Muhammad Attique Khan;M Ikram Ullah Lali;Muhammad Sharif;Kashif Javed

  198
  Citations

• A framework for offline signature verification system: Best features selection approach

  Muhammad Sharif;Muhammad Attique Khan;Muhammad Faisal;Mussarat Yasmin

  197
  Citations

• An integrated design of particle swarm optimization (PSO) with fusion of features for detection of brain tumor

  Muhammad Sharif;Javaria Amin;Mudassar Raza;Mussarat Yasmin

  187
  Citations

• Brain tumor detection: a long short-term memory (LSTM)-based learning model

  Javaria Amin;Muhammad Sharif;Mudassar Raza;Tanzila Saba

  182
  Citations

• An improved strategy for skin lesion detection and classification using uniform segmentation and feature selection based approach.

  Muhammad Nasir;Muhammad Attique Khan;Muhammad Sharif;Ikram Ullah Lali

  170
  Citations

• Detection of Brain Tumor based on Features Fusion and Machine Learning

  Javeria Amin;Muhammad Sharif;Mudassar Raza;Mussarat Yasmin

  166
  Citations

• Multi-Model Deep Neural Network based Features Extraction and Optimal Selection Approach for Skin Lesion Classification

  Muhammad Attique Khan;Muhammad Younus Javed;Muhammad Sharif;Tanzila Saba

  161
  Citations

• Brain tumor segmentation and classification by improved binomial thresholding and multi-features selection

  Muhammad Sharif;Uroosha Tanvir;Ehsan Ullah Munir;Muhammad Attique Khan

  157
  Citations

• Multi-Class Skin Lesion Detection and Classification via Teledermatology

  Muhammad Attique Khan;Khan Muhammad;Muhammad Sharif;Tallha Akram

  147
  Citations

• Hand-crafted and deep convolutional neural network features fusion and selection strategy: An application to intelligent human action recognition

  Muhammad Attique Khan;Muhammad Attique Khan;Muhammad Sharif;Tallha Akram;Mudassar Raza

  147
  Citations

• Developed Newton-Raphson based deep features selection framework for skin lesion recognition

  Muhammad Attique Khan;Muhammad Sharif;Tallha Akram;Syed Ahmad Chan Bukhari

  136
  Citations

• Skin lesion segmentation and classification: A unified framework of deep neural network features fusion and selection

  Muhammad Attique Khan;Muhammad Imran Sharif;Mudassar Raza;Almas Anjum

  134
  Citations

• A framework of human action recognition using length control features fusion and weighted entropy-variances based feature selection

  Farhat Afza;Muhammad Attique Khan;Muhammad Sharif;Seifedine Nimer Kadry

  127
  Citations

• From ECG signals to images: a transformation based approach for deep learning.

  Mahwish Naz;Jamal Hussain Shah;Muhammad Attique Khan;Muhammad Sharif

  121
  Citations

• Object detection and classification: a joint selection and fusion strategy of deep convolutional neural network and SIFT point features

  Muhammad Rashid;Muhammad Attique Khan;Muhammad Sharif;Mudassar Raza

  116
  Citations

• Intelligent fusion-assisted skin lesion localization and classification for smart healthcare

  Muhammad Attique Khan;Khan Muhammad;Muhammad Sharif;Tallha Akram

  115
  Citations

• A two-stream deep neural network-based intelligent system for complex skin cancer types classification

  Muhammad Attique Khan;Muhammad Sharif;Tallha Akram;Seifedine Kadry

  109
  Citations

• An implementation of optimized framework for action classification using multilayers neural network on selected fused features

  Muhammad Attique Khan;Muhammad Attique Khan;Tallha Akram;Muhammad Sharif;Muhammad Younus Javed

  109
  Citations

• An automated system for cucumber leaf diseased spot detection and classification using improved saliency method and deep features selection

  Muhammad Attique Khan;Muhammad Attique Khan;Tallha Akram;Muhammad Sharif;Kashif Javed

  104
  Citations

• Appearance based pedestrians’ gender recognition by employing stacked auto encoders in deep learning

  Mudassar Raza;Muhammad Sharif;Mussarat Yasmin;Muhammad Attique Khan

  96
  Citations

• Quantum Machine Learning Architecture for COVID-19 Classification Based on Synthetic Data Generation Using Conditional Adversarial Neural Network.

  Javaria Amin;Muhammad Sharif;Nadia Gul;Seifedine Kadry

  93
  Citations

• Deep neural network features fusion and selection based on PLS regression with an application for crops diseases classification

  Farah Saeed;Muhammad Attique Khan;Muhammad Sharif;Mamta Mittal

  88
  Citations

• Convolutional neural network with batch normalization for glioma and stroke lesion detection using MRI

  Javaria Amin;Javaria Amin;Muhammad Sharif;Muhammad Almas Anjum;Mudassar Raza

  77
  Citations

• A deep neural network and classical features based scheme for objects recognition: an application for machine inspection

  Nazar Hussain;Muhammad Attique Khan;Muhammad Sharif;Sajid Ali Khan

  56
  Citations