Prompt-ICM：一种面向任务驱动提示的机器图像编码统一框架（英文版）

英文标题：Prompt-ICM: A Unified Framework towards Image Coding for Machines with Task-driven Prompts中文摘要：本研究提出了一个新的图像编码框架 (Prompt-ICM)，通过学习任务驱动提示来协调压缩过程和下游分析，解决了压缩策略的调整和压缩特征的任务适应性两个核心挑战，进而以高压缩效率支持不同的智能任务。英文摘要：Image coding for machines (ICM) aims to compress images to support downstreamAI analysis instead of human perception. For ICM, developing a unified codec toreduce information redundancy while empowering the compressed features tosupport various vision tasks is very important, which inevitably f