公开(公告)号：US20250014325A1

公开(公告)日：2025-01-09

申请号：US18764804

申请日：2024-07-05

Applicant: UNIVERSITY OF LOUISIANA LAFAYETTE

Inventor： Mohammadhassan NAJAFI ,  Sercan Aygun ,  Ece Olca Gunes

IPC: G06V10/84 ,  G06V10/10 ,  G06V10/74 ,  G06V10/75 ,  G06V10/94

Abstract: Disclosed herein a method for agile simulation of a stochastic computing image processing where the input operands are processed with the aid of a correlation-controlled contingency table (CT) construct without using actual stochastic bit-streams. The disclosed method utilizes contingency tables to perform (i) template matching, (ii) image compositing, and (iii) pattern detection. Results show that the proposed approach achieves similar computation accuracy to the traditional stochastic computing simulation while performing runtime- and memory-efficient computations.