Maria G. Martini

Scalable SSIM Estimation from PSNR for Per-Title and Context-Adaptive Encoding Workflows

Modern streaming pipelines run hundreds of candidate encodes per asset to support per-title encoding, shot-based optimization, and context-adaptive ABR ladder construction. These techniques have moved perceptual quality metrics into the critical path: SSIM and VMAF now guide encoding decisions rather than passively mon...