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ORCIDToufique Ahmed Soomro
Person information
- affiliation: Guangdong University of Technology, Guangzhou, China
- affiliation (PhD): Charles Sturt University, Bathurst, NSW, Australia
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Journal Articles
- 2026
[j31]Haowei Chen, Ming Yin
, Yi Guo, Toufique Ahmed Soomro:
CMAC-Net: Cascade Multi-Scale Attention Convolution Network for diabetic retinopathy lesion segmentation. Biomed. Signal Process. Control. 112: 108484 (2026)- [j30]Tariq Mahmood Khan, Qazi Emad Ul Haq, Shahzaib Iqbal, Toufique Ahmed Soomro:
Edge-based artificial intelligence: Understanding the evolution of hardware and software and future trends. Eng. Appl. Artif. Intell. 174: 114526 (2026) - [j29]Toufique Ahmed Soomro, Allister Clarke, Jonathan Medway, Bin Liang, Stephen Summerhayes, Juan Pablo Guerschman, Robert de Ligt, Hugh Armitage, Clinton Ayers:
UAV-based remote sensing for rangeland monitoring, a generalized and transparent workflow with an Australian lead. Ecol. Informatics 94: 103663 (2026) - [j28]Ayoub Fatihi, Toufique Ahmed Soomro, Tareq A. Alawneh, Ahmed J. Afifi, Faisal Bin Ubaid, Herbert F. Jelinek, Lihong Zheng, Shafique Ahmed Soomro, Junbin Gao:
An Empirical Analysis of Loss Functions for Deep Retinal Vessel Segmentation. ACM Trans. Comput. Heal. 7(1): 11:1-11:32 (2026) - [j27]Toufique Ahmed Soomro, Ayoub Fatihi, Lihong Zheng, Muhammad Awais, Ahmed Jamal Afifi, Jean-Paul Arnaout, Asmaa Soliman Al-Moisheer, Mohammad Ali Moni:
Boosting Brain Tumor Detection Accuracy in MRI Using Transfer Learning and Fine-Tuned DeepLabv3+. IEEE Open J. Comput. Soc. 7: 1038-1050 (2026) - [j26]Abdullah A. Asiri, Toufique Ahmed Soomro, Faisal Bin Ubaid, Fayyaz Ali Jandan, Muhammad Irfan, Khlood M. Mehdar, Magbool Alelyani, Mohammed Alshuhri, Ahmad Joman Alghamdi, Sultan Alamri:
Contrast-enhanced MRI segmentation and classification with optimized vector machine classifier. PeerJ Comput. Sci. 12: e3482 (2026) - 2025
- [j25]Toufique Ahmed Soomro, Faisal Bin Ubaid, Shehnila Zardari, Ahmed Ali Shah, Marwah M. Alansari, Shimaa A. Nagro:
The State of Retinal Image Analysis: Deep Learning Advances and Applications. IEEE Access 13: 65066-65093 (2025) - 2024
- [j24]Abdullah A. Asiri, Toufique Ahmed Soomro, Ahmed Ali Shah, Ganna Pogrebna, Muhammad Irfan, Saeed Alqahtani:
Optimized Brain Tumor Detection: A Dual-Module Approach for MRI Image Enhancement and Tumor Classification. IEEE Access 12: 42868-42887 (2024) - [j23]Samar M. Alqhtani, Toufique Ahmed Soomro, Ahmed Ali Shah, Abdul Aziz Memon, Muhammad Irfan, Saifur Rahman, Mohammed Jalalah, Abdulkarem Hussein Mohammed Almawgani, Ladon Ahmed Bade Eljak:
Improved Brain Tumor Segmentation and Classification in Brain MRI With FCM-SVM: A Diagnostic Approach. IEEE Access 12: 61312-61335 (2024) - [j22]Jameel Ahmed Bhutto, Jiang Guosong, Ziaur Rahman, Muhammad Ishfaq, Zhengzheng Sun, Toufique Ahmed Soomro:
Feature extraction of multimodal medical image fusion using novel deep learning and contrast enhancement method. Appl. Intell. 54(7): 5907-5930 (2024) - 2023
- [j21]Ming Yin, Toufique Ahmed Soomro, Fayyaz Ali Jandan, Ayoub Fatihi, Faisal Bin Ubaid, Muhammad Irfan, Ahmed J. Afifi, Saifur Rahman, Sergii Telenyk, Grzegorz Nowakowski:
Dual-Branch U-Net Architecture for Retinal Lesions Segmentation on Fundus Image. IEEE Access 11: 130451-130465 (2023) - [j20]Riaz Muhammad, Ahmed Ali, M. Abid Anwar, Toufique Ahmed Soomro, Omar AlShorman, Adel Alshahrani, Mahmoud Masadeh, Ghulam Md Ashraf, Naif H. Ali, Muhammad Irfan, Athanasios Alexiou:
Design and Development of Low-cost Wearable Electroencephalograms (EEG) Headset. Intell. Autom. Soft Comput. 35(3): 2821-2835 (2023) - 2022
- [j19]Toufique Ahmed Soomro, Lihong Zheng, Ahmed J. Afifi, Ahmed Ali, Ming Yin, Junbin Gao:
Artificial intelligence (AI) for medical imaging to combat coronavirus disease (COVID-19): a detailed review with direction for future research. Artif. Intell. Rev. 55(2): 1409-1439 (2022) - [j18]Jameel Ahmed Bhutto, Lianfang Tian, Qiliang Du, Zhengzheng Sun, Yu Lubin, Toufique Ahmed Soomro:
An Improved Infrared and Visible Image Fusion Using an Adaptive Contrast Enhancement Method and Deep Learning Network with Transfer Learning. Remote. Sens. 14(4): 939 (2022) - [j17]Yassir Edrees Almalki, Toufique Ahmed Soomro, Muhammad Irfan, Sharifa Khalid Alduraibi, Ahmed Ali:
Impact of Image Enhancement Module for Analysis of Mammogram Images for Diagnostics of Breast Cancer. Sensors 22(5): 1868 (2022) - [j16]Ahmed Ali, Riaz Afridi, Toufique Ahmed Soomro, Saeed Ahmed Khan, Muhammad Yousaf Ali Khan, Bhawani Shankar Chowdhry:
A Single-Channel Wireless EEG Headset Enabled Neural Activities Analysis for Mental Healthcare Applications. Wirel. Pers. Commun. 125(4): 3699-3713 (2022) - 2021
- [j15]Ahmed J. Afifi, Jannes Magnusson, Toufique Ahmed Soomro, Olaf Hellwich:
Pixel2point: 3D Object Reconstruction From a Single Image Using CNN and Initial Sphere. IEEE Access 9: 110-121 (2021) - [j14]Mohammad A. U. Khan, Faizan Abdullah, Awais Akram, Rizwan Ali Naqvi, Mehwish Mehmood, Dildar Hussain, Toufique Ahmed Soomro:
A Scale Normalized Generalized LoG Detector Approach for Retinal Vessel Segmentation. IEEE Access 9: 44442-44452 (2021) - [j13]Shafiullah Soomro, Asad Munir, Asif Aziz Memon, Toufique Ahmed Soomro, Kwang Nam Choi:
An Active Contour Method Based on Regularized Kernel Fuzzy C-Means Clustering. IEEE Access 9: 147016-147028 (2021) - 2020
- [j12]Jameel Ahmed Bhutto, Lianfang Tian, Qiliang Du, Toufique Ahmed Soomro, Yu Lubin, Muhammad Faizan Tahir:
An Enhanced Image Fusion Algorithm by Combined Histogram Equalization and Fast Gray Level Grouping Using Multi-Scale Decomposition and Gray-PCA. IEEE Access 8: 157005-157021 (2020) - 2019
- [j11]Toufique Ahmed Soomro, Ahmed J. Afifi, Lihong Zheng, Shafiullah Soomro, Junbin Gao, Olaf Hellwich, Manoranjan Paul:
Deep Learning Models for Retinal Blood Vessels Segmentation: A Review. IEEE Access 7: 71696-71717 (2019) - [j10]Asad Munir, Shafiullah Soomro, Muhammad Tanseef Shahid, Toufique Ahmed Soomro, Kwang Nam Choi:
Hybrid Active Contours Driven by Edge and Region Fitting Energies Based on p-Laplace Equation. IEEE Access 7: 135399-135412 (2019) - [j9]Toufique Ahmed Soomro, Ahmed J. Afifi, Ahmed Ali, Shafiullah Soomro, Gulsher Baloch, Lihong Zheng, Ming Yin, Junbin Gao:
Impact of Image Enhancement Technique on CNN Model for Retinal Blood Vessels Segmentation. IEEE Access 7: 158183-158197 (2019) - [j8]Toufique Ahmed Soomro, Ahmed J. Afifi, Junbin Gao, Olaf Hellwich, Lihong Zheng, Manoranjan Paul:
Strided fully convolutional neural network for boosting the sensitivity of retinal blood vessels segmentation. Expert Syst. Appl. 134: 36-52 (2019) - [j7]Mohammad A. U. Khan, Tariq Mahmood Khan, Toufique Ahmed Soomro, Nighat Mir, Junbin Gao:
Boosting sensitivity of a retinal vessel segmentation algorithm. Pattern Anal. Appl. 22(2): 583-599 (2019) - [j6]Mohammad A. U. Khan, Tariq Mahmood Khan, Donald G. Bailey, Toufique Ahmed Soomro:
A generalized multi-scale line-detection method to boost retinal vessel segmentation sensitivity. Pattern Anal. Appl. 22(3): 1177-1196 (2019) - 2018
- [j5]Toufique Ahmed Soomro, Tariq Mahmood Khan, Mohammad A. U. Khan, Junbin Gao, Manoranjan Paul, Lihong Zheng:
Impact of ICA-Based Image Enhancement Technique on Retinal Blood Vessels Segmentation. IEEE Access 6: 3524-3538 (2018) - [j4]Shafiullah Soomro, Toufique Ahmed Soomro, Kwang Nam Choi:
An Active Contour Model Based on Region Based Fitting Terms Driven by p-Laplace Length Regularization. IEEE Access 6: 58272-58283 (2018) - 2017
- [j3]Toufique Ahmed Soomro, Junbin Gao, Tariq Mahmood Khan, Ahmad Fadzil M. Hani, Mohammad A. U. Khan, Manoranjan Paul:
Computerised approaches for the detection of diabetic retinopathy using retinal fundus images: a survey. Pattern Anal. Appl. 20(4): 927-961 (2017) - [j2]Toufique Ahmed Soomro, Mohammad A. U. Khan, Junbin Gao, Tariq Mahmood Khan, Manoranjan Paul:
Contrast normalization steps for increased sensitivity of a retinal image segmentation method. Signal Image Video Process. 11(8): 1509-1517 (2017) - 2016
- [j1]Shafiullah Soomro, Farhan Akram, Jeong-Heon Kim, Toufique Ahmed Soomro, Kwang Nam Choi:
Active Contours Using Additive Local and Global Intensity Fitting Models for Intensity Inhomogeneous Image Segmentation. Comput. Math. Methods Medicine 2016: 9675249:1-9675249:15 (2016)
Conference and Workshop Papers
- 2025
- [c15]Zhicheng Lu, Hussain Mohammed Dipu Kabir, Toufique Ahmed Soomro, Mohammad Ali Moni:
From 64mT to 3T: Multi-sequence Low-Field MRI Enhancement via 3D U-Net. ULF-EnC@MICCAI 2025: 37-46 - 2022
- [c14]Lihong Zheng, Alex Oczkowski, Toufique Ahmed Soomro, Hanwen Wu:
Rapid On-Site Weed Identification with Machine Learning. PSIVT 2022: 146-158 - 2020
- [c13]Ahmed J. Afifi, Olaf Hellwich, Toufique Ahmed Soomro:
Mini V-Net: Depth Estimation from Single Indoor-Outdoor Images using Strided-CNN. VISIGRAPP (5: VISAPP) 2020: 205-214 - 2018
- [c12]Toufique Ahmed Soomro, Junbin Gao, Lihong Zheng, Ahmed J. Afifi, Shafiullah Soomro, Manoranjan Paul:
Retinal Blood Vessels Extraction of Challenging Images. AusDM 2018: 347-359 - [c11]Toufique Ahmed Soomro, Olaf Hellwich, Ahmed J. Afifi, Manoranjan Paul, Junbin Gao, Lihong Zheng:
Strided U-Net Model: Retinal Vessels Segmentation using Dice Loss. DICTA 2018: 1-8 - [c10]Ahmed J. Afifi, Olaf Hellwich, Toufique Ahmed Soomro:
Simultaneous Object Classification and Viewpoint Estimation using Deep Multi-task Convolutional Neural Network. VISIGRAPP (5: VISAPP) 2018: 177-184 - 2017
- [c9]Toufique Ahmed Soomro, Ahmed J. Afifi, Junbin Gao, Olaf Hellwich, Mohammad A. U. Khan, Manoranjan Paul, Lihong Zheng:
Boosting Sensitivity of a Retinal Vessel Segmentation Algorithm with Convolutional Neural Network. DICTA 2017: 1-8 - [c8]Toufique Ahmed Soomro, Manoranjan Paul, Junbin Gao, Lihong Zheng:
Retinal blood vessel extraction method based on basic filtering schemes. ICIP 2017: 4422-4426 - 2016
- [c7]Toufique Ahmed Soomro, Junbin Gao, Mohammad A. U. Khan, Tariq Mahmood Khan, Manoranjan Paul:
Role of Image Contrast Enhancement Technique for Ophthalmologist as Diagnostic Tool for Diabetic Retinopathy. DICTA 2016: 1-8 - [c6]Toufique Ahmed Soomro, Mohammad A. U. Khan, Junbin Gao, Tariq Mahmood Khan, Manoranjan Paul, Nighat Mir:
Automatic Retinal Vessel Extraction Algorithm. DICTA 2016: 1-8 - [c5]Toufique Ahmed Soomro, Junbin Gao:
Neural network based denoised methods for retinal fundus images and MRI brain images. IJCNN 2016: 1151-1157 - [c4]Mohammad A. U. Khan, Toufique Ahmed Soomro, Tariq Mahmood Khan, Donald G. Bailey, Junbin Gao, Nighat Mir:
Automatic retinal vessel extraction algorithm based on contrast-sensitive schemes. IVCNZ 2016: 1-5 - 2015
- [c3]Toufique Ahmed Soomro, Junbin Gao:
Study of the Noise Level in the Colour Fundus Images. ICDS 2015: 159-168 - 2013
- [c2]Ahmad Fadzil M. Hani, Toufique Ahmed Soomro, Ibrahima Faye, Nidal S. Kamel, Norashikin Yahya:
Identification of noise in the fundus images. ICCSCE 2013: 191-196 - [c1]Ahmad Fadzil M. Hani, Toufique Ahmed Soomro, Ibrahima Faye:
Non-invasive contrast enhancement for retinal fundus imaging. ICCSCE 2013: 197-202
Informal and Other Publications
- 2025
- [i1]Tariq Mahmood Khan, Toufique Ahmed Soomro, Imran Razzak:
The Role of AI in Early Detection of Life-Threatening Diseases: A Retinal Imaging Perspective. CoRR abs/2505.20810 (2025)
Coauthor Index
aka: Ahmed Jamal Afifi
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