Javaria Amin

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 22

Top Topics

Convolutional Neural Network

Swarm Optimization

Tumor Detection

Machine Learning

Top Venues

Neural Comput. Appl.

Biomed. Signal Process. Control.

Cogn. Syst. Res.

Publications

Iqra Ahmad, Javaria Amin, Muhammad Ikram Ullah Lali, Farhat Abbas, Muhammad Imran Sharif
A novel Deeplabv3+ and vision-based transformer model for segmentation and classification of skin lesions. Biomed. Signal Process. Control. 92 (2024)
Lareib Fatima Talib, Javaria Amin, Muhammad Sharif, Mudassar Raza
Transformer-based semantic segmentation and CNN network for detection of histopathological lung cancer. Biomed. Signal Process. Control. 92 (2024)
Javaria Amin, Muhammad Almas Anjum, Nadia Gul, Muhammad Imran Sharif, Muhammad Imran Sharif, Seifedine Kadry
Localization model and rank-based features selection approach for the classification of GGO and consolidation stages of COVID-19. Expert Syst. Appl. 239 (2024)
Javaria Amin, Muhammad Almas Anjum, Kainat Ibrar, Muhammad Sharif, Seifedine Kadry, Rubén González Crespo
Detection of anomaly in surveillance videos using quantum convolutional neural networks. Image Vis. Comput. 135 (2023)
Javaria Amin, Muhammad Almas Anjum, Nadia Gul, Muhammad Sharif
Detection of brain space-occupying lesions using quantum machine learning. Neural Comput. Appl. 35 (26) (2023)
Javaria Amin, Imran Siddiqi, Momina Moetesum
Reconstruction of Broken Writing Strokes in Greek Papyri. ICDAR Workshops (1) (2023)
Javaria Amin, Muhammad Almas Anjum, Nadia Gul, Muhammad Sharif
A secure two-qubit quantum model for segmentation and classification of brain tumor using MRI images based on blockchain. Neural Comput. Appl. 34 (20) (2022)
Javaria Amin, Muhammad Almas Anjum, Muhammad Sheraz Arshad Malik
Fused information of DeepLabv3+ and transfer learning model for semantic segmentation and rich features selection using equilibrium optimizer (EO) for classification of NPDR lesions. Knowl. Based Syst. 249 (2022)
Javaria Amin, Muhammad Sharif, Nadia Gul, Seifedine Kadry, Chinmay Chakraborty
Quantum Machine Learning Architecture for COVID-19 Classification Based on Synthetic Data Generation Using Conditional Adversarial Neural Network. Cogn. Comput. 14 (5) (2022)
Saba Saleem, Javaria Amin, Muhammad Sharif, Ghulam Ali Mallah, Seifedine Kadry, Amir H. Gandomi
Leukemia segmentation and classification: A comprehensive survey. Comput. Biol. Medicine 150 (2022)
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)
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)
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)
Javaria Amin, Muhammad Sharif, Nadia Gul, Mudassar Raza, Muhammad Almas Anjum, Muhammad Wasif Nisar, Syed Ahmad Chan Bukhari
Brain Tumor Detection by Using Stacked Autoencoders in Deep Learning. J. Medical Syst. 44 (2) (2020)
Javaria Amin, Muhammad Sharif, Muhammad Almas Anjum, Habib Ullah Khan, Muhammad Sheraz Arshad Malik, Seifedine Nimer Kadry
An Integrated Design for Classification and Localization of Diabetic Foot Ulcer Based on CNN and YOLOv2-DFU Models. IEEE Access 8 (2020)
Muhammad Sharif, Javaria Amin, Ayesha Siddiqa, Habib Ullah Khan, Muhammad Sheraz Arshad Malik, Muhammad Almas Anjum, Seifedine Nimer Kadry
Recognition of Different Types of Leukocytes Using YOLOv2 and Optimized Bag-of-Features. IEEE Access 8 (2020)
Muhammad Sharif, Javaria Amin, Mudassar Raza, Muhammad Almas Anjum, Humaira Afzal, Shafqat Ali Shad
Brain tumor detection based on extreme learning. Neural Comput. Appl. 32 (20) (2020)
Muhammad Sharif, Javaria Amin, Muhammad Wasif Nisar, Muhammad Almas Anjum, Muhammad Nazeer, Shafqat Ali Shad
A unified patch based method for brain tumor detection using features fusion. Cogn. Syst. Res. 59 (2020)
Javaria Amin, Muhammad Sharif, Mudassar Raza, Tanzila Saba, Rafiq Sial, Shafqat Ali Shad
Brain tumor detection: a long short-term memory (LSTM)-based learning model. Neural Comput. Appl. 32 (20) (2020)
Javaria Amin, Muhammad Sharif, Muhammad Almas Anjum, Mudassar Raza, Syed Ahmad Chan Bukhari
Convolutional neural network with batch normalization for glioma and stroke lesion detection using MRI. Cogn. Syst. Res. 59 (2020)
Muhammad Almas Anjum, Javaria Amin, Muhammad Sharif, Habib Ullah Khan, Muhammad Sheraz Arshad Malik, Seifedine Nimer Kadry
Deep Semantic Segmentation and Multi-Class Skin Lesion Classification Based on Convolutional Neural Network. IEEE Access 8 (2020)
Javaria Amin, Muhammad Sharif, Mudassar Raza, Tanzila Saba, Muhammad Almas Anjum
Brain tumor detection using statistical and machine learning method. Comput. Methods Programs Biomed. 177 (2019)