mlsanityData to 14 Oct 2026

Focus360: Guiding User Attention in Immersive Videos for VR

arXiv 2603.28774 ↗First posted 29 Jan 2026cs.HC cs.AI cs.MMcited by 0

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Abstract (arXiv)

This demo introduces Focus360, a system designed to enhance user engagement in 360deg VR videos by guiding attention to key elements within the scene. Using natural language descriptions, the system identifies important elements and applies a combination of visual effects to guide attention seamlessly. At the demonstration venue, participants can experience a 360deg Safari Tour, showcasing the system's ability to improve user focus while maintaining an immersive experience.

Key facts. No citing papers in the map yet (data through 14 Oct 2026). Builds on 3 of its 11 references that are in the map. First posted on arXiv 29 Jan 2026.

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3 of 11 references.

References · 3

  1. 2024The Llama 3 Herd of Modelscited by 14,715
  2. 2023Grounding DINO: Marrying DINO with Grounded Pre-Training for Open-Set Object Detectioncited by 3,332
  3. 2024SAM 2: Segment Anything in Images and Videoscited by 2,863

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