3 papers
cs.CV2025
C-DOG: Multi-View Multi-instance Feature Association Using Connected δ-Overlap Graphs
Yung-Hong Sun, Ting-Hung Lin, Jiangang Chen +2
Multi-view multi-instance feature association constitutes a crucial step in 3D reconstruction, facilitating the consistent grouping of object instances across various camera perspe…
cs.CV2025
Sampling Strategies for Efficient Training of Deep Learning Object Detection Algorithms
Gefei Shen, Yung-Hong Sun, Yu Hen Hu +1
Two sampling strategies are investigated to enhance efficiency in training a deep learning object detection model. These sampling strategies are employed under the assumption of Li…
cs.CV2025
EasyVis2: A Real Time Multi-view 3D Visualization System for Laparoscopic Surgery Training Enhanced by a Deep Neural Network YOLOv8-Pose
Yung-Hong Sun, Gefei Shen, Jiangang Chen +5
EasyVis2 is a system designed to provide hands-free, real-time 3D visualization for laparoscopic surgery. It incorporates a surgical trocar equipped with an array of micro-cameras,…