Image Segmentation Using Bias Correction Active Contours. - Zia, Hamza; Soomro, Shafiullah; Choi, Kwang Nam (IEEE Access, 2024)

Grad++ScoreCAM: Enhancing Visual Explanations of Deep Convolutional Networks Using Incremented Gradient and Score- Weighted Methods. - Soomro, Shafiullah; Niaz, Asim; Choi, Kwang Nam (IEEE Access, 2024)

Increment-CAM: Incrementally-Weighted Class Activation Maps for Better Visual Explanations. - Niaz, Asim; Soomro, Shafiullah; Zia, Hamza; Choi, Kwang Nam (IEEE Access, 2024)

Spatially Aware Fusion in 3D Convolutional Autoencoders for Video Anomaly Detection. - Niaz, Asim; Amin, Sareer Ul; Soomro, Shafiullah; Zia, Hamza; Choi, Kwang Nam (IEEE Access, 2024)

Corrections to "Spatially Aware Fusion in 3D Convolutional Autoencoders for Video Anomaly Detection". - Niaz, Asim; Amin, Sareer Ul; Soomro, Shafiullah; Zia, Hamza; Choi, Kwang Nam (IEEE Access, 2024)

Denoising Diffusion-Based Image Generation Model Using Principal Component Analysis. - Song, Myung Keun; Niaz, Asim; Umraiz, Muhammad; Iqbal, Ehtesham; Soomro, Shafiullah; Choi, Kwang Nam (IEEE Access, 2024)

Applying Machine Learning for Forest Attribute Mapping in Latvia - Sharing Insights from the Swedish Approach. - Fransson, Johan E. S.; Björnberg, Dag; Holmström, Anton; Lazo, Jorge F.; Löve, Welf; Nilsson, Mats; Salo, Jari; Santoro, Maurizio; Sertel, Elif; Soomro, Shafiullah; Wallerman, Jörgen; Ünsalan, Cem; et al. (2024)

An Active Contour Method Based on Regularized Kernel Fuzzy C-Means Clustering. - Soomro, Shafiullah; Munir, Asad; Memon, Asif Aziz; Soomro, Toufique Ahmed; Choi, Kwang Nam (IEEE Access, 2021)

Inhomogeneous Image Segmentation Using Hybrid Active Contours Model With Application to Breast Tumor Detection. - Niaz, Asim; Memon, Asif Aziz; Rana, Kaynat; Joshi, Aditi; Soomro, Shafiullah; Kang, Jin Seok; Choi, Kwang Nam (IEEE Access, 2020)

SRIS: Saliency-Based Region Detection and Image Segmentation of COVID-19 Infected Cases. - Joshi, Aditi; Khan, Mohammed Saquib; Soomro, Shafiullah; Niaz, Asim; Han, Beom Seok; Choi, Kwang Nam (IEEE Access, 2020)

Hybrid SPF and KD Operator-Based Active Contour Model for Image Segmentation. - Memon, Asif Aziz; Niaz, Asim; Soomro, Shafiullah; Iqbal, Ehtesham; Munir, Asad; Choi, Kwang Nam (IEEE Access, 2020)

Segmentation of Intensity-Corrupted Medical Images Using Adaptive Weight-Based Hybrid Active Contours. - Memon, Asif Aziz; Soomro, Shafiullah; Shahid, Muhammad Tanseef; Munir, Asad; Niaz, Asim; Choi, Kwang Nam (Comput. Math. Methods Medicine, 2020)

Deep Learning Models for Retinal Blood Vessels Segmentation: A Review. - Soomro, Toufique Ahmed; Afifi, Ahmed J.; Zheng, Lihong; Soomro, Shafiullah; Gao, Junbin; Hellwich, Olaf; Paul, Manoranjan (IEEE Access, 2019)

Hybrid Active Contours Driven by Edge and Region Fitting Energies Based on p-Laplace Equation. - Munir, Asad; Soomro, Shafiullah; Shahid, Muhammad Tanseef; Soomro, Toufique Ahmed; Choi, Kwang Nam (IEEE Access, 2019)

Impact of Image Enhancement Technique on CNN Model for Retinal Blood Vessels Segmentation. - Soomro, Toufique Ahmed; Afifi, Ahmed J.; Ali, Ahmed; Soomro, Shafiullah; Baloch, Gulsher; Zheng, Lihong; Yin, Ming; Gao, Junbin (IEEE Access, 2019)

Fuzzy c-means clustering based active contour model driven by edge scaled region information. - Soomro, Shafiullah; Munir, Asad; Choi, Kwang Nam (Expert Syst. Appl., 2019)

An Active Contour Model Based on Region Based Fitting Terms Driven by p-Laplace Length Regularization. - Soomro, Shafiullah; Soomro, Toufique Ahmed; Choi, Kwang Nam (IEEE Access, 2018)

Adaptive active contours based on variable kernel with constant initialisation. - Munir, Asad; Soomro, Shafiullah; Lee, Chang Ha; Choi, Kwang Nam (IET Image Process., 2018)

Retinal Blood Vessels Extraction of Challenging Images. - Soomro, Toufique Ahmed; Gao, Junbin; Zheng, Lihong; Afifi, Ahmed J.; Soomro, Shafiullah; Paul, Manoranjan (2018)

Active Contours Based on An Anisotropic Diffusion. - Soomro, Shafiullah; Choi, Kwang Nam (2018)

Segmentation of Left and Right Ventricles in Cardiac MRI Using Active Contours. - Soomro, Shafiullah; Akram, Farhan; Munir, Asad; Lee, Chang Ha; Choi, Kwang Nam (Comput. Math. Methods Medicine, 2017)

Robust active contours for mammogram image segmentation. - Soomro, Shafiullah; Choi, Kwang Nam (2017)

Active Contours Using Additive Local and Global Intensity Fitting Models for Intensity Inhomogeneous Image Segmentation. - Soomro, Shafiullah; Akram, Farhan; Kim, Jeong-Heon; Soomro, Toufique Ahmed; Choi, Kwang Nam (Comput. Math. Methods Medicine, 2016)