Semantic reasoning in zero example video event retrieval

• Main Authors: DE BOER, M. H. T., LU, Yi-Jie, ZHANG, Hao, SCHUTTE, Klamer, NGO, Chong-wah, KRAAIJ, Wessel
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2017
• Subjects: Content-based visual information retrieval;multimedia event detection;zero shot;semantics; Data Storage Systems; Graphics and Human Computer Interfaces
• Online Access: https://ink.library.smu.edu.sg/sis_research/6307; https://ink.library.smu.edu.sg/context/sis_research/article/7310/viewcontent/178704.pdf
• Institution: Singapore Management University

Searching in digital video data for high-level events, such as a parade or a car accident, is challenging when the query is textual and lacks visual example images or videos. Current research in deep neural networks is highly beneficial for the retrieval of high-level events using visual examples, b...