2 papers
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,…