2 papers
cs.MM2026
Meaning over Motion: A Semantic-First Approach to 360° Viewport Prediction
Arman Nik Khah, Arvin Bahreini, Ravi Prakash
Ultra-high-resolution 360-degree video streaming is severely constrained by the massive bandwidth required to deliver immersive experiences. Current viewport prediction techniques…
cs.MM2026
Listen to the Unexpected: Self-Supervised Surprise Detection for Efficient Viewport Prediction
Arman Nik Khah, Ravi Prakash
Adaptive streaming of 360-degree video relies on viewport prediction to allocate bandwidth efficiently. Current approaches predominantly use visual saliency or historical gaze patt…