Melina Cavichini

According to our database, Melina Cavichini authored at least 7 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Deep learning network to correct axial and coronal eye motion in 3D OCT retinal imaging.

Yiqian Wang, Alexandra Warter, Melina Cavichini, Varsha Alex, Dirk-Uwe G. Bartsch, William R. Freeman, Truong Q. Nguyen, Cheolhong An

CoRR, 2023

Accurate Registration between Ultra-Wide-Field and Narrow Angle Retina Images with 3D Eyeball Shape Optimization.

Junkang Zhang, Bo Wen, Fritz Gerald P. Kalaw, Melina Cavichini, Dirk-Uwe G. Bartsch, William R. Freeman, Truong Q. Nguyen, Cheolhong An

Proceedings of the IEEE International Conference on Image Processing, 2023

2022

Two-Step Registration on Multi-Modal Retinal Images via Deep Neural Networks.

Junkang Zhang, Yiqian Wang, Ji Dai, Melina Cavichini, Dirk-Uwe G. Bartsch, William R. Freeman, Truong Q. Nguyen, Cheolhong An

IEEE Trans. Image Process., 2022

2021

Robust Content-Adaptive Global Registration for Multimodal Retinal Images Using Weakly Supervised Deep-Learning Framework.

Yiqian Wang, Junkang Zhang, Melina Cavichini, Dirk-Uwe G. Bartsch, William R. Freeman, Truong Q. Nguyen, Cheolhong An

IEEE Trans. Image Process., 2021

Learning to Correct Axial Motion in Oct for 3D Retinal Imaging.

Yiqian Wang, Alexandra Warter, Melina Cavichini-Cordeiro, William R. Freeman, Dirk-Uwe G. Bartsch, Truong Q. Nguyen, Cheolhong An

Proceedings of the 2021 IEEE International Conference on Image Processing, 2021

2020

Study on Correlation Between Subjective and Objective Metrics for Multimodal Retinal Image Registration.

Yiqian Wang, Junkang Zhang, Melina Cavichini, Dirk-Uwe G. Bartsch, William R. Freeman, Truong Q. Nguyen, Cheolhong An

IEEE Access, 2020

A Segmentation Based Robust Deep Learning Framework for Multimodal Retinal Image Registration.

Yiqian Wang, Junkang Zhang, Cheolhong An, Melina Cavichini, Mahima Jhingan, Manuel J. Amador-Patarroyo, Christopher P. Long, Dirk-Uwe G. Bartsch, William R. Freeman, Truong Q. Nguyen

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020