3 papers
cs.CV2021
Barcode Method for Generative Model Evaluation driven by Topological Data Analysis
Ryoungwoo Jang, Minjee Kim, Da-in Eun +3
Evaluating the performance of generative models in image synthesis is a challenging task. Although the Fréchet Inception Distance is a widely accepted evaluation metric, it integra…
cs.CV2020
Fully Automated Hand Hygiene Monitoring\\in Operating Room using 3D Convolutional Neural Network
Minjee Kim, Joonmyeong Choi, Namkug Kim
Hand hygiene is one of the most significant factors in preventing hospital acquired infections (HAI) which often be transmitted by medical staffs in contact with patients in the op…
cs.CV2018
False Positive Reduction by Actively Mining Negative Samples for Pulmonary Nodule Detection in Chest Radiographs
Sejin Park, Woochan Hwang, Kyu Hwan Jung +2
Generating large quantities of quality labeled data in medical imaging is very time consuming and expensive. The performance of supervised algorithms for various tasks on imaging h…