齐鲁工业大学学报
齊魯工業大學學報
제로공업대학학보
Journal of Shandong Institute of Light Industry (Natural Science Edition)
2014年
2期
80-83,96
,共5页
边缘检测%小波变换%舰船检测%蚁群优化算法
邊緣檢測%小波變換%艦船檢測%蟻群優化算法
변연검측%소파변환%함선검측%의군우화산법
edge detection%wavelet transform%ship detection%ant colony optimization algorithm
边缘检测作为提取图像边缘的重要方法在舰船检测中占有重要位置。采用蚁群优化算法通过调整动态阈值进行边缘检测。与传统边缘检测算子和小波变换算法对比采用蚁群优化算法进行舰船检测大大的减少了计算时间和代价,同时有效地提取了SAR图像的舰船目标和结构信息,保证了检测结果的准确性。蚁群优化算法在处理图像边缘检测等离散优化问题上具有很大的优越性,在图像处理中具有广阔的应用前景。
邊緣檢測作為提取圖像邊緣的重要方法在艦船檢測中佔有重要位置。採用蟻群優化算法通過調整動態閾值進行邊緣檢測。與傳統邊緣檢測算子和小波變換算法對比採用蟻群優化算法進行艦船檢測大大的減少瞭計算時間和代價,同時有效地提取瞭SAR圖像的艦船目標和結構信息,保證瞭檢測結果的準確性。蟻群優化算法在處理圖像邊緣檢測等離散優化問題上具有很大的優越性,在圖像處理中具有廣闊的應用前景。
변연검측작위제취도상변연적중요방법재함선검측중점유중요위치。채용의군우화산법통과조정동태역치진행변연검측。여전통변연검측산자화소파변환산법대비채용의군우화산법진행함선검측대대적감소료계산시간화대개,동시유효지제취료SAR도상적함선목표화결구신식,보증료검측결과적준학성。의군우화산법재처리도상변연검측등리산우화문제상구유흔대적우월성,재도상처리중구유엄활적응용전경。
Edge detection as an important image edge extraction method plays an important part in ship detection .Ant Colony Optimization algorithm was adopted in edge detection by adjusting threshold dynamically.Compared with the traditional edge detection operators and wavelet transform, ant colony optimization algorithm greatly reduces the ship detection computing time and cost,and extracts the targets and ship structure information in SAR image,ensures result accuracy effectively.Ant Colony Optimization algorithm has a lot of advantages in dealing with image edge detection and so on discrete optimization problems,it performs very broad prospect in image processing .