| Serial # | Recent Selected Paper | Year | Journal / Conference | Authors | Impact Factor |
|---|---|---|---|---|---|
| 01 | Spatially Aware Fusion in 3D Convolutional Autoencoders for Video Anomaly Detection | 2024 | IEEE Access | Niaz, A., Amin SU., Soomro, S., Choi, K.N. | 3.9 |
| 02 | Increment-CAM: Incrementally-weighted Class Activation Maps for Better Visual Explanations | 2024 | IEEE Access | Niaz, A., Soomro, S., Zia, H., Choi, K.N. | 3.9 |
| 03 | Medical Image Segmentation using Combined Level Set and Saliency Analysis | 2024 | IEEE Access | Joshi, A., Khan, MS., Choi, K.N. | 3.9 |
| 04 | One-Stage Detection Model based on Swin Transformer | 2024 | IEEE Access | Kim, T.Y., Niaz, A., Choi, J.S., Choi, K.N. | 3.9 |
| 05 | Image Segmentation Using Bias Correction Active Contours | 2024 | IEEE Access | Zia, H., Soomro, S., Choi, K.N. | 3.9 |
| 06 | Grad++ScoreCAM: Enhancing Visual Explanations of Deep Convolutional Networks using Incremented Gradient and Score-Weighted Methods. | 2024 | IEEE Access | Soomro, S., Niaz, A., Choi, K.N. | 3.9 |
| 07 | Selective image segmentation driven by region, edge and saliency functions | 2023 | PLoS ONE | Soomro, S., Niaz, A., Soomro, T.A., KIM, J., Manzoor, A., Choi, K.N. | 3.7 |
| 08 | Edge-Based Local and Global Energy Active Contour Model Driven by Signed Pressure Force for Image Segmentation | 2023 | IEEE Transactions on Instrumentation and Measurement | Niaz, A., Iqbal, E., Memon, A.A., Munir, A., Kim, J., Choi, K.N. | 5.6 |
| 09 | SalCor: A Hierarchical Saliency-Driven Segmentation Model With Local Correntropy for Medical Images | 2023 | IEEE Access | Joshi, A., Khan, M.S., Kim, J., Choi, K.N. | 3.9 |
| 10 | Self-initialized active contours for microscopic cell image segmentation | 2022 | Scientific Reports | Niaz, A., Iqbal, E., Akram, F., Kim, J., Choi, K.N. | 4.6 |
| 11 |
Least Square Generative Adversarial Network Applying PCA to Latent Space | 2022 | Korea Multi Media Society | Song, M.K., Choi, K.N. | - |
| 12 |
One-stage Detection Model based on Swin Transformer for Object Detection | 2022 | Korea Multi Media Society | Kim, T.Y., Choi, K.N. | - |
| 13 |
Improving Data Quality and Diversity using PCA and PGGAN | 2022 | Korea Multi Media Society | Han, S.H., Choi, K.N. | - |
| 14 |
Real-time Mask Detection Drone System using YOLOv4-tiny Model | 2022 | Korea Multi Media Society | Song, M.K., Choi, K.N. | - |
| 15 | Image Generation Network Model based on Principal Component Analysis | 2022 | Advanced Robotics, Automation, and Control Engineering | Cha, G.S., Asim, U., Song, M.K., Niaz, A., & Choi, K.N. | - |
| 16 | Improvement of Detection Rate for Small Objects Using Pre-processing Network | 2021 | International Conference on Control and Computer Vision | Lee, D.H, Cha, K.S, Iqbal, E. & Choi, K.N. | - |
| 17 | Active Contour Model with Adaptive weighted function for Robust Image Segmentation under Biased Conditions | 2021 | Expert Systems with Applications | A. Joshi, M. S. Khan, Niaz, A., & Choi, K.N. | 5.452 |
| 18 | Multiple-Clothing Detection and Fashion Landmark Estimation using a Single-Stage Detector | 2021 | IEEE Access | KIM, H.J., Lee, D.H., Niaz, A., KIM, C.Y., Memon, A.A., & Choi, K.N. | 3.745 |
| 19 | Hybrid SPF and KD Operator-Based Active Contour Model for Image Segmentation | 2020 | IEEE Access | Memon, A.A., Niaz, A.,Soomro, S.,Iqbal, E., Munir, A., & Choi, K.N. | 3.745 |
| 20 | SRIS: Saliency-Based Region Detection and Image Segmentation of COVID-19 Infected Cases | 2020 | IEEE Access | A. Joshi, M. S. Khan, S. Soomro, A. Niaz, B. S. Han and K. N. Choi | 3.745 |
| 21 | Saliency-Driven Active Contour Model for Image Segmentation | 2020 | IEEE Access | E. Iqbal, A. Niaz, A. A. Memon, U. Asim and K. N. Choi | 3.745 |
| 22 | Hybrid Active Contour Based on Local and Global Statistics Parameterized by Weight Coefficients for Inhomogeneous Image Segmentation | 2020 | IEEE Access | Niaz, A., Rana, K., Joshi, A., Kim, D.D., Munir, A., Song, H.C., & Choi, K.N. | 3.745 |
| 23 | Segmentation of Intensity-Corrupted Medical Images Using Adaptive Weight-Based Hybrid Active Contours | 2020 | Computational and Mathematical Methods in Medicine | Memon, A.,Soomro, Shahid,M.T, Munir, A., Niaz, A., & Choi, K.N. | 1.770 |
| 24 | Inhomogeneous Image Segmentation using Hybrid Active Contours Model with Application to Breast Tumor Detection | 2020 | IEEE Access | Niaz, A., Memon, A.A., Rana, K., Joshi, A., Soomro, S., Kang, J.S., Choi, K.N. | 3.745 |
| 25 | Fuzzy c-means clustering based active contour model driven by edge scaled region information | 2019 | Expert Systems with Applications | Soomro,S/ Munir,A/ Choi,K.N | 5.452 |
| 26 | Hybrid active contours driven by edge and region fitting energies based on p-laplace equation | 2019 | IEEE Access | Munir,A/ Soomro,S/ Shahid,M.T/ Soomro,T.A/ Choi,K.N | 3.745 |
| 27 | An Active Contour Model Based on Region Based Fitting Terms Driven by p-Laplace Length Regularization | 2018 | IEEE Access | Soomro,S., Soomro,T.A., & Choi,K.N | 4.098 |
| 28 | Transportation Object Detection with Bag of Visual Words Model by PLSA and MLP | 2018 | Mobile Networks and Applicationss | Song, H.C., Choi, K.N. | 2.390 |
| 29 | Adaptive active contours based on variable kernel with constant initialisation | 2018 | IET Image Processing | Munir, A.,Soomro, S., Lee, C.H., Choi, K.N. | 2.004 |
| 30 | Hybrid two-stage active contour method with region and edge information for intensity inhomogeneous image segmentation | 2018 | PLoS ONE | Soomro, S., Munir, A., & Choi, K.N. | 2.776 |
| 31 | Visual Distinctiveness Detection of Pedestrian based on Statistically Weighting PLSA for Intelligent Systems | 2018 | International Journal of Control Automation and System | Song,H.C., Lee,G.H., Shim,D.-S., Choi, K.N. | 2.181 |
| 32 | Modifying and evaluating efficacy of interactive computerized program using motion tracking technology to improve unilateral neglect in patients with chronic stroke | 2018 | Medicine | Kang,S.H., Kim, D.K., Seo,K.M., Choi,K.N. | 1.870 |
| 33 | Visual Distinctiveness Detection of Pedestrian based on Statistically Weighting PLSA for Intelligent Systems | 2018 | International Journal of Control Automation and System | Song,H.C., Lee,G.H., Shim,D.-S., Choi, K.N. | 2.181 |
| 34 | Real-Time Head Pose Estimation Framework for Mobile Devices | 2017 | Mobile Networks and Applications | Kim, J., Lee, G.H., Jung, J.J., Choi, K.N. | 2.497 |
| 35 | Segmentation of Left and Right Ventricles in Cardiac MRI Using ActiveContours | 2017 | Computational and mathematical methods in medicine | Soomro,S., Akram, F., Munir, A., Lee, C.H., Choi, K.N. | 1.545 |
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Seoul, South Korea.
Contactknchoi (at) cau.ac.kr