Search Results - "Soomro, Toufique Ahmed"

Selective image segmentation driven by region, edge and saliency functions by Soomro, Shafiullah, Niaz, Asim, Soomro, Toufique Ahmed, Kim, Jin, Manzoor, Adnan, Choi, Kwang Nam

“…Present active contour methods often struggle with the segmentation of regions displaying variations in texture, color, or intensity a phenomenon referred to…”
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Deep Learning Models for Retinal Blood Vessels Segmentation: A Review by Soomro, Toufique Ahmed, Afifi, Ahmed J., Zheng, Lihong, Soomro, Shafiullah, Gao, Junbin, Hellwich, Olaf, Paul, Manoranjan

“…This paper presents a comprehensive review of the principle and application of deep learning in retinal image analysis. Many eye diseases often lead to…”
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Impact of Image Enhancement Module for Analysis of Mammogram Images for Diagnostics of Breast Cancer by Almalki, Yassir Edrees, Soomro, Toufique Ahmed, Irfan, Muhammad, Alduraibi, Sharifa Khalid, Ali, Ahmed

“…Breast cancer is widespread around the world and can be cured if diagnosed at an early stage. Digital mammograms are used as the most effective imaging…”
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Impact of ICA-Based Image Enhancement Technique on Retinal Blood Vessels Segmentation by Soomro, Toufique Ahmed, Khan, Tariq Mahmood, Khan, Mohammad A. U., Gao, Junbin, Paul, Manoranjan, Zheng, Lihong

“…An automatic retinal vessel segmentation method is proposed for quick and accurate segmentation of eye vessels. Such a method would play a vital role in…”
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Boosting sensitivity of a retinal vessel segmentation algorithm by Khan, Mohammad A. U., Khan, Tariq M., Soomro, Toufique Ahmed, Mir, Nighat, Gao, Junbin

“…The correlation between retinal vessel structural changes and the progression of diseases such as diabetes, hypertension, and cardiovascular problems has been…”
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Computerized Analysis of Mammogram Images for Early Detection of Breast Cancer by Almalki, Yassir Edrees, Soomro, Toufique Ahmed, Irfan, Muhammad, Alduraibi, Sharifa Khalid, Ali, Ahmed

“…Breast cancer is widespread worldwide and can be cured if diagnosed early. Using digital mammogram images and image processing with artificial intelligence can…”
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Computerised approaches for the detection of diabetic retinopathy using retinal fundus images: a survey by Soomro, Toufique Ahmed, Gao, Junbin, Khan, Tariq, Hani, Ahmad Fadzil M., Khan, Mohammad A. U., Paul, Manoranjan

“…Eye-related disease such as diabetic retinopathy (DR) is a medical ailment in which the retina of the human eye is smashed because of damage to the tiny…”
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Impact of Image Enhancement Technique on CNN Model for Retinal Blood Vessels Segmentation by Soomro, Toufique Ahmed, Afifi, Ahmed J., Ali Shah, Ahmed, Soomro, Shafiullah, Baloch, Gulsher Ali, Zheng, Lihong, Yin, Ming, Gao, Junbin

“…In this paper, we have developed a new method of accurate detection of retinal blood vessels based on a deep convolutional neural network (CNN) model. This…”
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An Improved Infrared and Visible Image Fusion Using an Adaptive Contrast Enhancement Method and Deep Learning Network with Transfer Learning by Bhutto, Jameel Ahmed, Tian, Lianfang, Du, Qiliang, Sun, Zhengzheng, Yu, Lubin, Soomro, Toufique Ahmed

“…Deep learning (DL) has achieved significant attention in the field of infrared (IR) and visible (VI) image fusion, and several attempts have been made to…”
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Optimized Brain Tumor Detection: A Dual-Module Approach for MRI Image Enhancement and Tumor Classification by Asiri, Abdullah A., Soomro, Toufique Ahmed, Shah, Ahmed Ali, Pogrebna, Ganna, Irfan, Muhammad, Alqahtani, Saeed

“…Neurological and brain-related cancers are one of the main causes of death worldwide. A commonly used tool in diagnosing these conditions is Magnetic Resonance…”
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Miniaturized Raman Instruments for SERS-Based Point-of-Care Testing on Respiratory Viruses by Ali, Ahmed, Nettey-Oppong, Ezekiel Edward, Effah, Elijah, Yu, Chan Yeong, Muhammad, Riaz, Soomro, Toufique Ahmed, Byun, Kyung Min, Choi, Seung Ho

“…As surface-enhanced Raman scattering (SERS) has been used to diagnose several respiratory viruses (e.g., influenza A virus subtypes such as H1N1 and the new…”
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An Active Contour Model Based on Region Based Fitting Terms Driven by p-Laplace Length Regularization by Soomro, Shafiullah, Soomro, Toufique Ahmed, Choi, Kwang Nam

“…In this paper, we propose a partial differential equation structure that permits an active contour method to obtain intensity inhomogeneous image segmentation…”
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Design and Development of Low-cost Wearable Electroencephalograms (EEG) Headset by Muhammad, Riaz, Ali, Ahmed, Abid Anwar, M., Ahmed Soomro, Toufique, AlShorman, Omar, Alshahrani, Adel, Masadeh, Mahmoud, Md Ashraf, Ghulam, H. Ali, Naif, Irfan, Muhammad, Alexiou, Athanasios

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Contrast normalization steps for increased sensitivity of a retinal image segmentation method by Soomro, Toufique Ahmed, Khan, Mohammad A. U., Gao, Junbin, Khan, Tariq M., Paul, Manoranjan

“…Retinal vessel segmentation plays a major role in the detection of many eye diseases, and it is required to implement an automated algorithm for analyzing the…”
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Dual-Branch U-Net Architecture for Retinal Lesions Segmentation on Fundus Image by Yin, Ming, Soomro, Toufique A., Jandan, Fayyaz Ali, Fatihi, Ayoub, Ubaid, Faisal Bin, Irfan, Muhammad, Afifi, Ahmed J., Rahman, Saifur, Telenyk, Sergii, Nowakowski, Grzegorz

“…Deep learning has found widespread application in diabetic retinopathy (DR) screening, primarily for lesion detection. However, this approach encounters…”
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An Active Contour Method Based on Regularized Kernel Fuzzy C-Means Clustering by Soomro, Shafiullah, Munir, Asad, Aziz, Asif, Soomro, Toufique Ahmed, Choi, Kwang Nam

“…This research presents hybrid level set evolution for complex and inhomogeneous image segmentation. Firstly, we develop an adaptive force with level set…”
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An Enhanced Image Fusion Algorithm by Combined Histogram Equalization and Fast Gray Level Grouping using Multi-Scale Decomposition and Gray-PCA by Bhutto, Jameel Ahmed, Lianfang, Tian, Qilang, Du, Soomro, Toufiqe Ahmed, Lubin, Yu, Tahir, Muhammad Faizan

“…Image enhancement is a challenging task in image analysis particularly, it is more challenging in performing image fusion. Image fusion is the process of…”
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Improved Brain Tumor Segmentation and Classification in Brain MRI with FCM-SVM: A Diagnostic Approach by Alqhtani, Samar M., Soomro, Toufique A., Ali, Ahmed, Aziz, Abdul, Irfan, Muhammad, Rahman, Saifur, Jalalah, Mohammed, Almawgani, Abdulkarem H. M., Eljak, Ladon Ahmed Bade

“…Cancer associated with the nervous system and brain tumors ranks among the leading causes of death in various countries. Magnetic resonance imaging (MRI) and…”
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Hybrid Active Contours Driven by Edge and Region Fitting Energies Based on p-Laplace Equation by Munir, Asad, Soomro, Shafiullah, Shahid, Muhammad Tanseef, Soomro, Toufique Ahmed, Choi, Kwang Nam

“…By using local and global image information, a novel active contour method based on the p-Laplace equation for image segmentation is proposed in this paper…”
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Enhancement of Medical Images through an Iterative McCann Retinex Algorithm: A Case of Detecting Brain Tumor and Retinal Vessel Segmentation by Almalki, Yassir Edrees, Jandan, Nisar Ahmed, Soomro, Toufique Ahmed, Ali, Ahmed, Kumar, Pardeep, Irfan, Muhammad, Keerio, Muhammad Usman, Rahman, Saifur, Alqahtani, Ali, Alqhtani, Samar M., Hakami, Mohammed Awaji M., S, Alqahtani Saeed, Aldhabaan, Waleed A., Khairallah, Abdulrahman Samir

“…Analyzing medical images has always been a challenging task because these images are used to observe complex internal structures of the human body. This…”
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