تصفح Accounting & Information Systems حسب المؤلف "Sharif, Muhammad"
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Deep Semantic Segmentation and Multi-Class Skin Lesion Classification Based on Convolutional Neural Network
Anjum, Muhammad Almas; Amin, Javaria; Sharif, Muhammad; Khan, Habib Ullah; Malik, Muhammad Sheraz Arshad; Kadry, Seifedine... more authors ... less authors ( IEEE , 2020 , Article)Skin cancer is developed due to abnormal cell growth. These cells are grown rapidly and destroy the normal skin cells. However, it's curable at an initial stage to reduce the patient's mortality rate. In this article, the ... -
An Integrated Design for Classification and Localization of Diabetic Foot Ulcer based on CNN and YOLOv2-DFU Models
Amin, Javaria; Sharif, Muhammad; Anjum, Muhammad Almas; Khan, Habib Ullah; Malik, Muhammad Sheraz Arshad; Kadry, Seifedine... more authors ... less authors ( IEEE , 2020 , Article)Diabetes is a chronic disease, if not treated in time may lead to many complications including diabetic foot ulcers (DFU). DFU is a dangerous disease, it needs regular treatment otherwise it may lead towards foot amputation. ... -
An Optimized Feature Selection Technique in Diversified Natural Scene Text for Classification Using Genetic Algorithm
Ansari, Ghulam Jillani; Shah, Jamal Hussain; Farias, Mylene C.Q.; Sharif, Muhammad; Qadeer, Nauman; Khan, Habib Ullah... more authors ... less authors ( IEEE , 2021 , Article)Natural scene text classification is considered to be a challenging task because of diversified set of image contents, presence of degradations including noise, low contrast/resolution and the random appearance of foreground ... -
Recognition of different types of leukocytes using YOLoV2 and optimized bag-of-features
Sharif, Muhammad; Amin, Javaria; Siddiqa, Ayesha; Khan, Habib Ullah; Malik, Muhammad Sheraz Arshad; Anjum, Muhammad Almas; Kadry, Seifedine... more authors ... less authors ( IEEE , 2020 , Article)White blood cells (WBCs) protect human body against different types of infections including fungal, parasitic, viral, and bacterial. The detection of abnormal regions in WBCs is a difficult task. Therefore a method is ...