Isuru Wijesinghe

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 6

Top Topics

Face Recognition

Motion Estimation

Deformable Registration

Feature Extraction

Top Venues

Medical Image Anal.

Comput. Methods Programs Biomed.

Publications

Arezoo Zakeri, Alireza Hokmabadi, Michael G. Nix, Ali Gooya, Isuru Wijesinghe, Zeike A. Taylor
4D-Precise: Learning-based 3D motion estimation and high temporal resolution 4DCT reconstruction from treatment 2D+t X-ray projections. Comput. Methods Programs Biomed. 250 (2024)
Isuru Wijesinghe, Michael G. Nix, Arezoo Zakeri, Alireza Hokmabadi, Bashar Al-Qaisieh, Ali Gooya, Zeike A. Taylor
Deep-Motion-Net: GNN-based volumetric organ shape reconstruction from single-view 2D projections. CoRR (2024)
Arezoo Zakeri, Alireza Hokmabadi, Ning Bi, Isuru Wijesinghe, Michael G. Nix, Steffen E. Petersen, Alejandro F. Frangi, Zeike A. Taylor, Ali Gooya
DragNet: Learning-based deformable registration for realistic cardiac MR sequence generation from a single frame. Medical Image Anal. 83 (2023)
Isuru Wijesinghe, Chathurika Gamage, Charith Chitraranjan
Deep Supervised Hashing through Ensemble CNN Feature Extraction and Low-Rank Matrix Factorization for Retinal Image Retrieval of Diabetic Retinopathy. BIBE (2019)
Isuru Wijesinghe, Chathurika Gamage, Charith Chitraranjan
Transfer Learning with Ensemble Feature Extraction and Low-Rank Matrix Factorization for Severity Stage Classification of Diabetic Retinopathy. ICTAI (2019)
Chathurika Gamage, Isuru Wijesinghe, Indika Perera
Automatic Scoring of Diabetic Foot Ulcers through Deep CNN Based Feature Extraction with Low Rank Matrix Factorization. BIBE (2019)