Multi-Layer Multi-Instance Learning for Video Concept Detection

  title={Multi-Layer Multi-Instance Learning for Video Concept Detection},
  author={Zhiwei Gu and Tao Mei and Xian-Sheng Hua and Jinhui Tang and Xiuqing Wu},
  journal={IEEE Transactions on Multimedia},
This paper presents a novel learning-based method, called ldquomulti-layer multi-instance (MLMI) learning,rdquo for video concept detection. Most of existing methods have treated video as a flat data sequence and have not investigated the intrinsic hierarchy structure of the video content deeply. However, video is essentially a kind of media with ML structure. For example, a video can be represented by a hierarchical structure including, from large to small, shot, frame, and region, where each… CONTINUE READING
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