Blar i ODA Open Digital Archive på forfatter "Gautam, Sushant"

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    • AI-Based Sports Highlight Generation for Social Media 

      Midoglu, Cise; Sabet, Saeed; Houshmand Sarkhoosh, Mehdi; Dorcheh, Sayed Mohammad Majidi; Gautam, Sushant; Solberg, Håkon; Kupka, Tomas; Halvorsen, Pål (Chapter; Peer reviewed; Conference object, 2024)
      Social media plays a significant role for sports organizations with millions of active fans, but publishing highlights is often a tedious manual operation. With the development of AI, new tools are available for content ...

    • Kvasir-VQA: A Text-Image Pair GI Tract Dataset 

      Gautam, Sushant; Storås, Andrea; Midoglu, Cise; Hicks, Steven; Thambawita, Vajira L B; Halvorsen, Pål; Riegler, Michael Alexander (Chapter; Peer reviewed; Conference object, 2024)
      We introduce Kvasir-VQA, an extended dataset derived from the HyperKvasir and Kvasir-Instrument datasets, augmented with questionand-answer annotations to facilitate advanced machine learning tasks in Gastrointestinal (GI) ...

    • Soccer Game Summarization using Audio Commentary, Metadata, and Captions 

      Gautam, Sushant; Midoglu, Cise; Sabet, Saeed; Kshatri, Dinesh Baniya; Halvorsen, Pål (MM: International Multimedia Conference;MM '22: The 30th ACM International Conference on Multimedia, Conference object, 2022)
      Soccer is one of the most popular sports globally, and the amount of soccer-related content worldwide, including video footage, audio commentary, team/player statistics, scores, and rankings, is enormous and rapidly growing. ...

    • Soccer-GraphRAG: Applications of GraphRAG in Soccer 

      Sepasdar, Zahra; Gautam, Sushant; Midoglu, Cise; Riegler, Michael Alexander; Halvorsen, Pål (Communications in Computer and Information Science;, Chapter; Peer reviewed; Conference object, 2024)
      In the realm of soccer analytics, the need for efficient and accurate information retrieval is crucial. In this paper, we introduce Soccer-GraphRAG, a framework designed to facilitate the retrieval of soccerrelated information ...

    • SoccerRAG: Multimodal Soccer Information Retrieval via Natural Queries 

      Strand, Aleksander Strand (Master thesis, 2024)
      The rapid growth and increasing availability of sports multimedia and metadata demands advanced information retrieval systems capable of efficiently processing vast amounts of multimodal data. This paper introduces SoccerRAG, ...