一种基于Android设备的目标检测方法

G. Savitha, P. S. Venugopal, Sarojadevi, N. Chiplunkar
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引用次数: 14

摘要

对象检测是一门与计算机视觉和图像处理相关的计算机技术,用于检测数字图像和视频中某一类语义对象的实例。本研究尝试在android平台上实现图像中的目标检测与提取。使用阈值分割技术将彩色图像转换为二值图像。形态学开闭滤波器依次用于目标检测。采用基于轮廓的学习技术绘制被检测物体的轮廓。在此过程中,对象被提取并存储在一个数组中以供进一步分析。OpenCV函数用于在android上实现这些算法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Approach for Object Detection in Android Device
Object detection is a computer technology related to computer vision and image processing that deals with detecting instances of semantic objects of a certain class in digital images and videos. An attempt is made in this study to detect and extract objects in an image implemented on android platform. Color images are converted to binary images using the thresholding technique. Morphological opening and closing filters are used in sequence for object detection. Contour based learning techniques are adopted for drawing contours of the objects detected. In the process objects are extracted and stored in an array for further analysis. OpenCV functions are used to implement these algorithms on android.
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