3 papers
eess.IV2026
JOMP: Jointly-Optimized Mixed-Precision Quantization Across Neural Video Coding Frameworks and Buffering Strategies
Yu-Hsiang Lin, Ruhan Conceição, Chun-Hung Wu +5
Variational autoencoder-based neural video coding has demonstrated impressive rate-distortion performance. However, its adoption in real-world applications remains hindered by chal…
eess.IV2025
Application Space and the Rate-Distortion-Complexity Analysis of Neural Video CODECs
Ricardo L. de Queiroz, Diogo C. Garcia, Yi-Hsin Chen +3
We study the decision-making process for choosing video compression systems through a rate-distortion-complexity (RDC) analysis. We discuss the 2D Bjontegaard delta (BD) metric and…
cs.MM2024
Cross-Platform Neural Video Coding: A Case Study
Ruhan Conceição, Marcelo Porto, Wen-Hsiao Peng +1
In this paper, we first show that current learning-based video codecs, specifically the SSF codec, are not suitable for real-world applications due to the mismatch between the enco…