Sheng-Hung Kuo

MUFeat: Multi-Level CNN and Unsupervised Learning for Local Feature Detection and Description

Local feature detection and description are two essential steps in many visual applications. Most learned local feature methods require high-quality labeled data to achieve superior performance, but such labels are often expensive. To address this problem, we propose MUFeat, an unsupervised learning…