长春理工大学学报(自然科学版)
長春理工大學學報(自然科學版)
장춘리공대학학보(자연과학판)
JOURNAL OF CHANGCHUN UNIVERSITY OF SCIENCE AND TECHNOLOGY(NATURAL SCIENCE EDITION)
2014年
1期
108-111
,共4页
张博龙%于正林%齐凯%刘希月
張博龍%于正林%齊凱%劉希月
장박룡%우정림%제개%류희월
DM6437-355%目标跟踪系统%形心跟踪算法%重心跟踪算法
DM6437-355%目標跟蹤繫統%形心跟蹤算法%重心跟蹤算法
DM6437-355%목표근종계통%형심근종산법%중심근종산법
DM6437-355%target tracking system%centroid tracking algorithms%center of gravity tracking algorithm
本文基于DM6437-355开发板结合OpenCV与VC技术,设计出双跟踪算法的目标跟踪系统。本系统将形心跟踪算法和重心跟踪算法这两种算法同时设置其中,形心跟踪算法是以阈值分割图像预处理为基础的改进方法,重心跟踪算法则提出为每个采样点设置不同的权值I(x,y),再来求取重心坐标的改进方法。这两种算法对于在目标跟踪的过程中出现的由于跟踪目标发生翻转、形变或是目标被部分遮挡而导致跟踪目标丢失现象的避免有了明显的提高。根据不同的情况要求选择不同的跟踪算法,加强了在复杂多变的实际环境中目标跟踪的效果。
本文基于DM6437-355開髮闆結閤OpenCV與VC技術,設計齣雙跟蹤算法的目標跟蹤繫統。本繫統將形心跟蹤算法和重心跟蹤算法這兩種算法同時設置其中,形心跟蹤算法是以閾值分割圖像預處理為基礎的改進方法,重心跟蹤算法則提齣為每箇採樣點設置不同的權值I(x,y),再來求取重心坐標的改進方法。這兩種算法對于在目標跟蹤的過程中齣現的由于跟蹤目標髮生翻轉、形變或是目標被部分遮擋而導緻跟蹤目標丟失現象的避免有瞭明顯的提高。根據不同的情況要求選擇不同的跟蹤算法,加彊瞭在複雜多變的實際環境中目標跟蹤的效果。
본문기우DM6437-355개발판결합OpenCV여VC기술,설계출쌍근종산법적목표근종계통。본계통장형심근종산법화중심근종산법저량충산법동시설치기중,형심근종산법시이역치분할도상예처리위기출적개진방법,중심근종산법칙제출위매개채양점설치불동적권치I(x,y),재래구취중심좌표적개진방법。저량충산법대우재목표근종적과정중출현적유우근종목표발생번전、형변혹시목표피부분차당이도치근종목표주실현상적피면유료명현적제고。근거불동적정황요구선택불동적근종산법,가강료재복잡다변적실제배경중목표근종적효과。
In this paper, a double tracking algorithm target tracking system based on DM6437-355 development board combining with OpenCV and VC technology is designed. Both the centroid tracking algorithm and the center of gravity tracking algorithm are set into the system,the centroid tracking algorithm is an improvement based on threshold image segmentation pretreatment,the center of gravity tracking algorithm is proposed for setting different weights I(x,y) for each sample point, it is an improvement solving the coordinates of the center of gravity. The phenomenon has been significantly improved, that the tracked target is lost by the target rolling and deforming and partially being shaded. A different tracking algorithm depending on different situations is chosen,the target tracking results in the midst of a real environment is strengthened.