Toufique Ahmed Soomro

44 papers B 2C 2Misc 6Journal 30Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
An Empirical Analysis of Loss Functions for Deep Retinal Vessel Segmentation.
ACM Trans. Comput. Heal.
Ayoub Fatihi, Toufique Ahmed Soomro, Tareq A. Alawneh, Ahmed J. Afifi, Faisal Bin Ubaid, Herbert F. Jelinek, Lihong Zheng, Shafique Ahmed Soomro, Junbin Gao
2026 J jnl
CMAC-Net: Cascade Multi-Scale Attention Convolution Network for diabetic retinopathy lesion segmentation.
Biomed. Signal Process. Control.
Haowei Chen, Ming Yin, Yi Guo, Toufique Ahmed Soomro
2026 J jnl
Contrast-enhanced MRI segmentation and classification with optimized vector machine classifier.
PeerJ Comput. Sci.
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
2026 J jnl
Edge-based artificial intelligence: Understanding the evolution of hardware and software and future trends.
Eng. Appl. Artif. Intell.
Tariq Mahmood Khan, Qazi Emad Ul Haq, Shahzaib Iqbal, Toufique Ahmed Soomro
2025 J jnl
The Role of AI in Early Detection of Life-Threatening Diseases: A Retinal Imaging Perspective.
CoRR
Tariq Mahmood Khan, Toufique Ahmed Soomro, Imran Razzak
2025 J jnl
The State of Retinal Image Analysis: Deep Learning Advances and Applications.
IEEE Access
Toufique Ahmed Soomro, Faisal Bin Ubaid, Shehnila Zardari, Ahmed Ali Shah, Marwah M. Alansari, Shimaa A. Nagro
2024 J jnl
Feature extraction of multimodal medical image fusion using novel deep learning and contrast enhancement method.
Appl. Intell.
Jameel Ahmed Bhutto, Jiang Guosong, Ziaur Rahman, Muhammad Ishfaq, Zhengzheng Sun, Toufique Ahmed Soomro
2024 J jnl
Improved Brain Tumor Segmentation and Classification in Brain MRI With FCM-SVM: A Diagnostic Approach.
IEEE Access
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
2024 J jnl
Optimized Brain Tumor Detection: A Dual-Module Approach for MRI Image Enhancement and Tumor Classification.
IEEE Access
Abdullah A. Asiri, Toufique Ahmed Soomro, Ahmed Ali Shah, Ganna Pogrebna, Muhammad Irfan, Saeed Alqahtani
2023 J jnl
Design and Development of Low-cost Wearable Electroencephalograms (EEG) Headset.
Intell. Autom. Soft Comput.
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
2023 J jnl
Dual-Branch U-Net Architecture for Retinal Lesions Segmentation on Fundus Image.
IEEE Access
Ming Yin, Toufique Ahmed Soomro, Fayyaz Ali Jandan, Ayoub Fatihi, Faisal Bin Ubaid, Muhammad Irfan, Ahmed J. Afifi, Saifur Rahman, Sergii Telenyk, Grzegorz Nowakowski
2022 J jnl
A Single-Channel Wireless EEG Headset Enabled Neural Activities Analysis for Mental Healthcare Applications.
Wirel. Pers. Commun.
Ahmed Ali, Riaz Afridi, Toufique Ahmed Soomro, Saeed Ahmed Khan, Muhammad Yousaf Ali Khan, Bhawani Shankar Chowdhry
2022 J jnl
An Improved Infrared and Visible Image Fusion Using an Adaptive Contrast Enhancement Method and Deep Learning Network with Transfer Learning.
Remote. Sens.
Jameel Ahmed Bhutto, Lianfang Tian, Qiliang Du, Zhengzheng Sun, Yu Lubin, Toufique Ahmed Soomro
2022 J jnl
Artificial intelligence (AI) for medical imaging to combat coronavirus disease (COVID-19): a detailed review with direction for future research.
Artif. Intell. Rev.
Toufique Ahmed Soomro, Lihong Zheng, Ahmed J. Afifi, Ahmed Ali, Ming Yin, Junbin Gao
2022 J jnl
Impact of Image Enhancement Module for Analysis of Mammogram Images for Diagnostics of Breast Cancer.
Sensors
Yassir Edrees Almalki, Toufique Ahmed Soomro, Muhammad Irfan, Sharifa Khalid Alduraibi, Ahmed Ali
2022 C conf
Rapid On-Site Weed Identification with Machine Learning.
PSIVT
Lihong Zheng, Alex Oczkowski, Toufique Ahmed Soomro, Hanwen Wu
2021 J jnl
A Scale Normalized Generalized LoG Detector Approach for Retinal Vessel Segmentation.
IEEE Access
Mohammad A. U. Khan, Faizan Abdullah, Awais Akram, Rizwan Ali Naqvi, Mehwish Mehmood, Dildar Hussain, Toufique Ahmed Soomro
2021 J jnl
An Active Contour Method Based on Regularized Kernel Fuzzy C-Means Clustering.
IEEE Access
Shafiullah Soomro, Asad Munir, Asif Aziz Memon, Toufique Ahmed Soomro, Kwang Nam Choi
2021 J jnl
Pixel2point: 3D Object Reconstruction From a Single Image Using CNN and Initial Sphere.
IEEE Access
Ahmed J. Afifi, Jannes Magnusson, Toufique Ahmed Soomro, Olaf Hellwich
2020 J jnl
An Enhanced Image Fusion Algorithm by Combined Histogram Equalization and Fast Gray Level Grouping Using Multi-Scale Decomposition and Gray-PCA.
IEEE Access
Jameel Ahmed Bhutto, Lianfang Tian, Qiliang Du, Toufique Ahmed Soomro, Yu Lubin, Muhammad Faizan Tahir
2020 — conf
Mini V-Net: Depth Estimation from Single Indoor-Outdoor Images using Strided-CNN.
VISIGRAPP (5: VISAPP)
Ahmed J. Afifi, Olaf Hellwich, Toufique Ahmed Soomro
2019 J jnl
A generalized multi-scale line-detection method to boost retinal vessel segmentation sensitivity.
Pattern Anal. Appl.
Mohammad A. U. Khan, Tariq Mahmood Khan, Donald G. Bailey, Toufique Ahmed Soomro
2019 J jnl
Boosting sensitivity of a retinal vessel segmentation algorithm.
Pattern Anal. Appl.
Mohammad A. U. Khan, Tariq Mahmood Khan, Toufique Ahmed Soomro, Nighat Mir, Junbin Gao
2019 J jnl
Deep Learning Models for Retinal Blood Vessels Segmentation: A Review.
IEEE Access
Toufique Ahmed Soomro, Ahmed J. Afifi, Lihong Zheng, Shafiullah Soomro, Junbin Gao, Olaf Hellwich, Manoranjan Paul
2019 J jnl
Hybrid Active Contours Driven by Edge and Region Fitting Energies Based on p-Laplace Equation.
IEEE Access
Asad Munir, Shafiullah Soomro, Muhammad Tanseef Shahid, Toufique Ahmed Soomro, Kwang Nam Choi
2019 J jnl
Impact of Image Enhancement Technique on CNN Model for Retinal Blood Vessels Segmentation.
IEEE Access
Toufique Ahmed Soomro, Ahmed J. Afifi, Ahmed Ali, Shafiullah Soomro, Gulsher Baloch, Lihong Zheng, Ming Yin, Junbin Gao
2019 J jnl
Strided fully convolutional neural network for boosting the sensitivity of retinal blood vessels segmentation.
Expert Syst. Appl.
Toufique Ahmed Soomro, Ahmed J. Afifi, Junbin Gao, Olaf Hellwich, Lihong Zheng, Manoranjan Paul
2018 J jnl
An Active Contour Model Based on Region Based Fitting Terms Driven by p-Laplace Length Regularization.
IEEE Access
Shafiullah Soomro, Toufique Ahmed Soomro, Kwang Nam Choi
2018 J jnl
Impact of ICA-Based Image Enhancement Technique on Retinal Blood Vessels Segmentation.
IEEE Access
Toufique Ahmed Soomro, Tariq Mahmood Khan, Mohammad A. U. Khan, Junbin Gao, Manoranjan Paul, Lihong Zheng
2018 Misc conf
Retinal Blood Vessels Extraction of Challenging Images.
AusDM
Toufique Ahmed Soomro, Junbin Gao, Lihong Zheng, Ahmed J. Afifi, Shafiullah Soomro, Manoranjan Paul
2018 — conf
Simultaneous Object Classification and Viewpoint Estimation using Deep Multi-task Convolutional Neural Network.
VISIGRAPP (5: VISAPP)
Ahmed J. Afifi, Olaf Hellwich, Toufique Ahmed Soomro
2018 Misc conf
Strided U-Net Model: Retinal Vessels Segmentation using Dice Loss.
DICTA
Toufique Ahmed Soomro, Olaf Hellwich, Ahmed J. Afifi, Manoranjan Paul, Junbin Gao, Lihong Zheng
2017 Misc conf
Boosting Sensitivity of a Retinal Vessel Segmentation Algorithm with Convolutional Neural Network.
DICTA
Toufique Ahmed Soomro, Ahmed J. Afifi, Junbin Gao, Olaf Hellwich, Mohammad A. U. Khan, Manoranjan Paul, Lihong Zheng
2017 J jnl
Computerised approaches for the detection of diabetic retinopathy using retinal fundus images: a survey.
Pattern Anal. Appl.
Toufique Ahmed Soomro, Junbin Gao, Tariq Mahmood Khan, Ahmad Fadzil M. Hani, Mohammad A. U. Khan, Manoranjan Paul
2017 J jnl
Contrast normalization steps for increased sensitivity of a retinal image segmentation method.
Signal Image Video Process.
Toufique Ahmed Soomro, Mohammad A. U. Khan, Junbin Gao, Tariq Mahmood Khan, Manoranjan Paul
2017 B conf
Retinal blood vessel extraction method based on basic filtering schemes.
ICIP
Toufique Ahmed Soomro, Manoranjan Paul, Junbin Gao, Lihong Zheng
2016 J jnl
Active Contours Using Additive Local and Global Intensity Fitting Models for Intensity Inhomogeneous Image Segmentation.
Comput. Math. Methods Medicine
Shafiullah Soomro, Farhan Akram, Jeong-Heon Kim, Toufique Ahmed Soomro, Kwang Nam Choi
2016 Misc conf
Automatic Retinal Vessel Extraction Algorithm.
DICTA
Toufique Ahmed Soomro, Mohammad A. U. Khan, Junbin Gao, Tariq Mahmood Khan, Manoranjan Paul, Nighat Mir
2016 Misc conf
Automatic retinal vessel extraction algorithm based on contrast-sensitive schemes.
IVCNZ
Mohammad A. U. Khan, Toufique Ahmed Soomro, Tariq Mahmood Khan, Donald G. Bailey, Junbin Gao, Nighat Mir
2016 B conf
Neural network based denoised methods for retinal fundus images and MRI brain images.
IJCNN
Toufique Ahmed Soomro, Junbin Gao
2016 Misc conf
Role of Image Contrast Enhancement Technique for Ophthalmologist as Diagnostic Tool for Diabetic Retinopathy.
DICTA
Toufique Ahmed Soomro, Junbin Gao, Mohammad A. U. Khan, Tariq Mahmood Khan, Manoranjan Paul
2015 C conf
Study of the Noise Level in the Colour Fundus Images.
ICDS
Toufique Ahmed Soomro, Junbin Gao
2013 — conf
Identification of noise in the fundus images.
ICCSCE
Ahmad Fadzil M. Hani, Toufique Ahmed Soomro, Ibrahima Faye, Nidal S. Kamel, Norashikin Yahya
2013 — conf
Non-invasive contrast enhancement for retinal fundus imaging.
ICCSCE
Ahmad Fadzil M. Hani, Toufique Ahmed Soomro, Ibrahima Faye