Toufique Ahmed Soomro

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 32

Top Topics

Convolutional Neural Network

Segmentation Method

Top Venues

Pattern Anal. Appl.

VISIGRAPP (5: VISAPP)

Publications

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 (2024)
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) (2024)
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 (2023)
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) (2022)
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) (2022)
Lihong Zheng, Alex Oczkowski, Toufique Ahmed Soomro, Hanwen Wu
Rapid On-Site Weed Identification with Machine Learning. PSIVT (2022)
Yassir Edrees Almalki, Toufique Ahmed Soomro, Muhammad Irfan, Sharifa Khalid Alduraibi, Ahmed Ali Shah
Impact of Image Enhancement Module for Analysis of Mammogram Images for Diagnostics of Breast Cancer. Sensors 22 (5) (2022)
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 (2021)
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 (2021)
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 (2021)
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 (2020)
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)
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 (2019)
Toufique Ahmed Soomro, Ahmed J. Afifi, Ahmed Ali Shah, Shafiullah Soomro, Gulsher Ali Baloch, Lihong Zheng, Ming Yin, Junbin Gao
Impact of Image Enhancement Technique on CNN Model for Retinal Blood Vessels Segmentation. IEEE Access 7 (2019)
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 (2019)
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 (2019)
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) (2019)
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) (2019)
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 (2018)
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 (2018)
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)
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)
Toufique Ahmed Soomro, Junbin Gao, Lihong Zheng, Ahmed J. Afifi, Shafiullah Soomro, Manoranjan Paul
Retinal Blood Vessels Extraction of Challenging Images. AusDM (2018)
Toufique Ahmed Soomro, Manoranjan Paul, Junbin Gao, Lihong Zheng
Retinal blood vessel extraction method based on basic filtering schemes. ICIP (2017)
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) (2017)
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)
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) (2017)
Toufique Ahmed Soomro, Junbin Gao
Neural network based denoised methods for retinal fundus images and MRI brain images. IJCNN (2016)
Toufique Ahmed Soomro, Mohammad A. U. Khan, Junbin Gao, Tariq Mahmood Khan, Manoranjan Paul, Nighat Mir
Automatic Retinal Vessel Extraction Algorithm. DICTA (2016)
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)
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)
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 (2016)
Toufique Ahmed Soomro, Junbin Gao
Study of the Noise Level in the Colour Fundus Images. ICDS (2015)
Ahmad Fadzil M. Hani, Toufique Ahmed Soomro, Ibrahima Faye, Nidal S. Kamel, Norashikin Yahya
Identification of noise in the fundus images. ICCSCE (2013)
Ahmad Fadzil M. Hani, Toufique Ahmed Soomro, Ibrahima Faye
Non-invasive contrast enhancement for retinal fundus imaging. ICCSCE (2013)