Eun Sung Kim

Towards High-Performance Object Detection: Task-Specific Design Considering Classification and Localization Separation

Object detection performs two tasks (classification and localization) simultaneously. Two tasks share a similarity: they need robust features that effectively represent the visual appearance of the objects. However, two tasks also have different properties. First, classification mainly requires feat…