Most existing scene text detectors focus on detecting characters or words that only capture partial messages due to missing contextual information. For a better understanding of in scenes, it is more desired detect blocks (CTBs) which consist one multiple integral units (e.g., characters, words, phrases) natural reading order and transmit certain complete messages. This paper presents detection...