A Multi-Stage Optimization Framework for Deploying Learned Image Compression on FPGAs

Jiaxun Fang, Li Chen

Deep learning-based image compression (LIC) has achieved state-of-the-art rate-distortion (RD) performance, yet deploying these models on resource-constrained FPGAs remains a major…