Mussarat Yasmin

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 45

Top Topics

Feature Selection

Convolutional Neural Network

Brain Tumor Segmentation

Gait Recognition

Top Venues

Pattern Recognit. Lett.

Biomed. Signal Process. Control.

Future Gener. Comput. Syst.

J. Ambient Intell. Humaniz. Comput.

Publications

Muhammad Sharif, Uroosha Tanvir, Ehsan Ullah Munir, Muhammad Attique Khan, Mussarat Yasmin
Brain tumor segmentation and classification by improved binomial thresholding and multi-features selection. J. Ambient Intell. Humaniz. Comput. 15 (1) (2024)
Javeria Amin, Muhammad Sharif, Mudassar Raza, Mussarat Yasmin
Detection of Brain Tumor based on Features Fusion and Machine Learning. J. Ambient Intell. Humaniz. Comput. 15 (1) (2024)
Tallha Akram, Muhammad Attique Khan, Muhammad Sharif, Mussarat Yasmin
Skin lesion segmentation and recognition using multichannel saliency estimation and M-SVM on selected serially fused features. J. Ambient Intell. Humaniz. Comput. 15 (1) (2024)
Mehak Mushtaq Malik, Abdul Muiz Fayyaz, Mussarat Yasmin, Said Jadid Abdulkadir, Safwan Mahmood Al-Selwi, Mudassar Raza, Sadia Waheed
A novel deep CNN model with entropy coded sine cosine for corn disease classification. J. King Saud Univ. Comput. Inf. Sci. 36 (7) (2024)
Farhat Abbas, Mussarat Yasmin, Muhammad Fayyaz, Usman Asim
ViT-PGC: vision transformer for pedestrian gender classification on small-size dataset. Pattern Anal. Appl. 26 (4) (2023)
Muhammad Fayyaz, Mussarat Yasmin, Muhammad Sharif, Tasswar Iqbal, Mudassar Raza, Muhammad Imran Babar
Pedestrian gender classification on imbalanced and small sample datasets using deep and traditional features. Neural Comput. Appl. 35 (16) (2023)
Javeria Naz, Muhammad Sharif, Mudassar Raza, Jamal Hussain Shah, Mussarat Yasmin, Seifedine Nimer Kadry, S. Vimal
Recognizing Gastrointestinal Malignancies on WCE and CCE Images by an Ensemble of Deep and Handcrafted Features with Entropy and PCA Based Features Optimization. Neural Process. Lett. 55 (1) (2023)
Marryam Murtaza, Muhammad Sharif, Mussarat Yasmin, Muhammad Fayyaz, Seifedine Kadry, Mi Young Lee
Clothes Retrieval Using M-AlexNet With Mish Function and Feature Selection Using Joint Shannon's Entropy Pearson's Correlation Coefficient. IEEE Access 10 (2022)
Alishba Adeel, Muhammad Attique Khan, Tallha Akram, Abida Sharif, Mussarat Yasmin, Tanzila Saba, Kashif Javed
Entropy-controlled deep features selection framework for grape leaf diseases recognition. Expert Syst. J. Knowl. Eng. 39 (7) (2022)
Habiba Arshad, Muhammad Attique Khan, Muhammad Imran Sharif, Mussarat Yasmin, João Manuel R. S. Tavares, Yudong Zhang, Suresh Chandra Satapathy
A multilevel paradigm for deep convolutional neural network features selection with an application to human gait recognition. Expert Syst. J. Knowl. Eng. 39 (7) (2022)
Ahmed Iqbal, Muhammad Sharif, Mussarat Yasmin, Mudassar Raza, Shabib Aftab
Generative adversarial networks and its applications in the biomedical image segmentation: a comprehensive survey. Int. J. Multim. Inf. Retr. 11 (3) (2022)
Hussam Ali, Muhammad Sharif, Mussarat Yasmin, Mubashir Husain Rehmani
A shallow extraction of texture features for classification of abnormal video endoscopy frames. Biomed. Signal Process. Control. 77 (2022)
Muhammad Fayyaz, Mussarat Yasmin, Muhammad Sharif, Mudassar Raza
J-LDFR: joint low-level and deep neural network feature representations for pedestrian gender classification. Neural Comput. Appl. 33 (1) (2021)
Javaria Amin, Muhammad Sharif, Muhammad Almas Anjum, Mussarat Yasmin, Khalid Iqbal Khattak, Seifedine Nimer Kadry, Sanghyun Seo
An Integrated Design Based on Dual Thresholding and Features Optimization for White Blood Cells Detection. IEEE Access 9 (2021)
Muhammad Sharif, Muhammad Attique Khan, Muhammad Rashid, Mussarat Yasmin, Farhat Afza, Urcun John Tanik
Deep CNN and geometric features-based gastrointestinal tract diseases detection and classification from wireless capsule endoscopy images. J. Exp. Theor. Artif. Intell. 33 (4) (2021)
Shansa Kanwal, Jamal Hussain Shah, Muhammad Attique Khan, Maryam Nisa, Seifedine Kadry, Muhammad Sharif, Mussarat Yasmin, M. Maheswari
Person re-identification using adversarial haze attack and defense: A deep learning framework. Comput. Electr. Eng. 96 (Part) (2021)
Javaria Amin, Muhammad Sharif, Nadia Gul, Mussarat Yasmin, Shafqat Ali Shad
Brain tumor classification based on DWT fusion of MRI sequences using convolutional neural network. Pattern Recognit. Lett. 129 (2020)
Jamal Hussain Shah, Muhammad Sharif, Mussarat Yasmin, Steven Lawrence Fernandes
Facial expressions classification and false label reduction using LDA and threefold SVM. Pattern Recognit. Lett. 139 (2020)
Muhammad Sharif, Javaria Amin, Mudassar Raza, Mussarat Yasmin, Suresh Chandra Satapathy
An integrated design of particle swarm optimization (PSO) with fusion of features for detection of brain tumor. Pattern Recognit. Lett. 129 (2020)
Muhammad Sharif, Muhammad Attique Khan, Muhammad Zeeshan Tahir, Mussarat Yasmin, Tanzila Saba, Urcun John Tanik
A Machine Learning Method with Threshold Based Parallel Feature Fusion and Feature Selection for Automated Gait Recognition. J. Organ. End User Comput. 32 (2) (2020)
Roshan Joy Martis, Hong Lin, Bahman Javadi, Steven Lawrence Fernandes, Mussarat Yasmin
Editorial of the special issue DLHI: Deep learning in medical imaging and healthinformatics. Pattern Recognit. Lett. 140 (2020)
Muhammad Sharif, Muhammad Attique Khan, Muhammad Faisal, Mussarat Yasmin, Steven Lawrence Fernandes
A framework for offline signature verification system: Best features selection approach. Pattern Recognit. Lett. 139 (2020)
Muhammad Fayyaz, Mussarat Yasmin, Muhammad Sharif, Jamal Hussain Shah, Mudassar Raza, Tassawar Iqbal
Person re-identification with features-based clustering and deep features. Neural Comput. Appl. 32 (14) (2020)
Muhammad Sharif, Javeria Amin, Mussarat Yasmin, Amjad Rehman
Efficient hybrid approach to segment and classify exudates for DR prediction. Multim. Tools Appl. 79 (15-16) (2020)
Inzamam Mashood Nasir, Muhammad Attique Khan, Mussarat Yasmin, Jamal Hussain Shah, Marcin Gabryel, Rafal Scherer, Robertas Damasevicius
Pearson Correlation-Based Feature Selection for Document Classification Using Balanced Training. Sensors 20 (23) (2020)
Javeria Amin, Muhammad Sharif, Mussarat Yasmin, Tanzila Saba, Mudassar Raza
Use of machine intelligence to conduct analysis of human brain data for detection of abnormalities in its cognitive functions. Multim. Tools Appl. 79 (15-16) (2020)
Hussam Ali, Muhammad Sharif, Mussarat Yasmin, Mubashir Husain Rehmani, Farhan Riaz
A survey of feature extraction and fusion of deep learning for detection of abnormalities in video endoscopy of gastrointestinal-tract. Artif. Intell. Rev. 53 (4) (2020)
Hussam Ali, Muhammad Sharif, Mussarat Yasmin, Mubashir Husain Rehmani
Color-based template selection for detection of gastric abnormalities in video endoscopy. Biomed. Signal Process. Control. 56 (2020)
Hussam Ali, Muhammad Sharif, Mussarat Yasmin, Mubashir Husain Rehmani
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. 57 (2020)
Javeria Amin, Muhammad Sharif, Mussarat Yasmin, Steven Lawrence Fernandes
A distinctive approach in brain tumor detection and classification using MRI. Pattern Recognit. Lett. 139 (2020)
Muhammad Attique Khan, Tallha Akram, Muhammad Sharif, Muhammad Younus Javed, Muhammad Nazeer, Mussarat Yasmin
An implementation of optimized framework for action classification using multilayers neural network on selected fused features. Pattern Anal. Appl. 22 (4) (2019)
Javeria Amin, Muhammad Sharif, Mussarat Yasmin, Tanzila Saba, Muhammad Almas Anjum, Steven Lawrence Fernandes
A New Approach for Brain Tumor Segmentation and Classification Based on Score Level Fusion Using Transfer Learning. J. Medical Syst. 43 (11) (2019)
Habiba Arshad, Muhammad Attique Khan, Muhammad Sharif, Mussarat Yasmin, Muhammad Younus Javed
Multi-level features fusion and selection for human gait recognition: an optimized framework of Bayesian model and binomial distribution. Int. J. Mach. Learn. Cybern. 10 (12) (2019)
Muhammad Attique Khan, Muhammad Sharif, Tallha Akram, Mussarat Yasmin, Ramesh Sunder Nayak
Stomach Deformities Recognition Using Rank-Based Deep Features Selection. J. Medical Syst. 43 (12) (2019)
Ghulam Jillani Ansari, Jamal Hussain Shah, Mussarat Yasmin, Muhammad Sharif, Steven Lawrence Fernandes
A novel machine learning approach for scene text extraction. Future Gener. Comput. Syst. 87 (2018)
Syed Muhammad Naqi, Muhammad Sharif, Mussarat Yasmin
Multistage segmentation model and SVM-ensemble for precise lung nodule detection. Int. J. Comput. Assist. Radiol. Surg. 13 (7) (2018)
Mudassar Raza, Muhammad Sharif, Mussarat Yasmin, Muhammad Attique Khan, Tanzila Saba, Steven Lawrence Fernandes
Appearance based pedestrians' gender recognition by employing stacked auto encoders in deep learning. Future Gener. Comput. Syst. 88 (2018)
Hussam Ali, Mussarat Yasmin, Muhammad Sharif, Mubashir Husain Rehmani
Computer Assisted Gastric Abnormalities Detection Using Hybrid Texture Descriptors for Chromoendoscopy Images. Comput. Methods Programs Biomed. 157 (2018)
Javeria Amin, Muhammad Sharif, Mussarat Yasmin, Steven Lawrence Fernandes
Big data analysis for brain tumor detection: Deep convolutional neural networks. Future Gener. Comput. Syst. 87 (2018)
Muhammad Attique Khan, Muhammad Sharif, Muhammad Younus Javed, Tallha Akram, Mussarat Yasmin, Tanzila Saba
License number plate recognition system using entropy-based features selection approach with SVM. IET Image Process. 12 (2) (2018)
Muhammad Waseem Khan, Muhammad Sharif, Mussarat Yasmin, Tanzila Saba
CDR based glaucoma detection using fundus images: a review. Int. J. Appl. Pattern Recognit. 4 (3) (2017)
Javeria Amin, Muhammad Sharif, Mussarat Yasmin, Hussam Ali, Steven Lawrence Fernandes
A method for the detection and classification of diabetic retinopathy using structural predictors of bright lesions. J. Comput. Sci. 19 (2017)
Hussam Ali, Muhammad Sharif, Mussarat Yasmin, Mubashir Husain Rehmani
Computer-based classification of chromoendoscopy images using homogeneous texture descriptors. Comput. Biol. Medicine 88 (2017)
Bushra Shabbir, Muhammad Sharif, Wasif Nisar, Mussarat Yasmin, Steven Lawrence Fernandes
Automatic Cotton Wool Spots Extraction in Retinal Images Using Texture Segmentation and Gabor Wavelet. J. Integr. Des. Process. Sci. 20 (1) (2016)
Muhammad Waseem Khan, Muhammad Sharif, Mussarat Yasmin, Steven Lawrence Fernandes
A New Approach of Cup to Disk Ratio Based Glaucoma Detection Using Fundus Images. J. Integr. Des. Process. Sci. 20 (1) (2016)
Mussarat Yasmin, Muhammad Sharif, Sajjad Mohsin, Isma Irum
Content Based Image Retrieval Using Combined Features of Shape, Color and Relevance Feedback. KSII Trans. Internet Inf. Syst. 7 (12) (2013)
Mussarat Yasmin, Sajjad Mohsin
Image Retrieval by Shape and Color Contents and Relevance Feedback. FIT (2012)