Removal of object's shadow algorithm

被引:0
|
作者
Ibrahim, Masrullizam Mat [1 ]
Al-Attas, Syed Abdul Rahman [2 ]
Harun, Nor Zaidi [1 ]
机构
[1] Univ Tekn Malaysia Melaka, Locked Bag 1200,Hang Tuah Jaya, Ayer Keroh 75450, Melaka, Malaysia
[2] Univ Teknol Malaysia, Skudai 81310, Malaysia
关键词
algorithm; object's shadow; Support Vector Machine (SVM) shadow region; non-shadow region;
D O I
暂无
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
During bright day light or under strong lighting condition, shadows will appear and be part of an object in image. Object' shadow in images may cause problem to several important algorithm in the fields of image processing such as object recognition, segmentation and object tracking. Removing the shadows can greatly improve the result of the image processing. To tackle this problem then, this algorithm is divided into three parts; eliminating the surrounding objects of object focused, detecting shadows region and removing the object's shadow. This algorithm used moving object images to distinguish between object focusing and objects will be eliminated in an image. Support Vector Machine (SVM) was used to detect the shadow region which classify the image into shadow and non-shadow region. Matlab and Image Processing Toolbox were utilized and OSU-SVM was used as interface SVM to the Matlab environment.
引用
收藏
页码:67 / +
页数:2
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