The document presents a design for high-speed error detection and data recovery (EDDR) architecture specifically for motion estimation (ME) in video coding systems. It highlights the use of residue-and-quotient (RQ) code to effectively detect and recover errors in processing elements (PEs) with acceptable area overhead and timing penalty, demonstrating satisfactory throughput and reliability. Experimental results confirm the feasibility of this EDDR architecture, emphasizing its importance in enhancing the reliability of video coding applications.