2 papers
eess.IV2026
Multi-task Just Recognizable Difference for Video Coding for Machines: Database, Model, and Coding Application
Junqi Liu, Yun Zhang, Xiaoxia Huang +2
Just Recognizable Difference (JRD) boosts coding efficiency for machine vision through visibility threshold modeling, but is currently limited to a single-task scenario. To address…
eess.IV2024
DT-JRD: Deep Transformer based Just Recognizable Difference Prediction Model for Video Coding for Machines
Junqi Liu, Yun Zhang, Xiaoqi Wang +2
Just Recognizable Difference (JRD) represents the minimum visual difference that is detectable by machine vision, which can be exploited to promote machine vision oriented visual s…