Scalable Neural Video Representation Compression
Scalable video coding (SVC) encodes a video into a layered bitstream consisting of a base layer and one or multiple enhancement layers, enabling decoding at different bitrate/quality/resolution operating points to accommodate diverse device capabilities and network conditions. Due to its practical flexibility, SVC has been incorporated into major video coding standards and has recently attracted growing interest for both scene-agnostic and scene-adaptive neural video codecs. Among the latter, Implicit neural representation (INR) based codecs achieve compression by overfitting a compact neural network to an individual video, offering fast decoding and competitive coding efficiency compared...
| Authors | Tianhao Peng, Ho Man Kwan, Fan Zhang et al. |
|---|---|
| Primary category | eess.IV |
| Published | 2 September 2026 |
| Last updated at source | 2 September 2026 |
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