Active Learning with Context Sampling and One-vs-Rest Entropy for Semantic Segmentation

Fei Wu, Pablo Marquez-Neila, Hedyeh Rafi-Tarii +1

Multi-class semantic segmentation remains a cornerstone challenge in computer vision. Yet, dataset creation remains excessively demanding in time and effort, especially for special…