基于自动视觉检测的棉花异性纤维分类系统
, PP. 177-181
Keywords: 棉花,异性纤维,分类,自动视觉检测,多分类器集成
Abstract:
为实现棉花异性纤维的在线识别，设计了一种基于自动视觉检测(AVI)的棉花异性纤维分类系统。该系统利用棉层生成器将待检测皮棉制成约2mm厚的均匀薄层使其中的异性纤维更容易检测，利用彩色线扫描相机检测有色异性纤维，利用单色线扫描相机检测在紫外线激发下能产生荧光的白色异性纤维。采用多特征多分类器集成的模糊分类方法实现了对异性纤维的分类。实验表明，该系统对异性纤维的平均分类正确率可达到
| [1] | 杨文柱.李道亮.魏新华 棉花异性纤维图像分割方法研究 [J].-农业机械学报2009(03)
|
| [2] | Dalsa Inc PC-30 piranha color user manual [J].-Canada2007
|
| [3] | 李碧丹.丁天怀.郏东耀 皮棉异性纤维剔除系统设计 [J].-农业机械学报2006(01)
|
| [4] | Mak K L.Peng P An automated inspection system for textile fabrics based on Gabor filters [J].-Robotics and Computer Integrated Manufacturing2008(03)
|
| [5] | Zou Xiaobo.Zhao Jiewen.Li Yanxiao Apple color grading based on organization feature parameters [J].-Pattern Recognition Letters2007(15)
|
| [6] | Maria Persson.Bjorn strand Classification of crops and weeds extracted by active shape models [J].-Biosystems Engineering2008(04)
|
| [7] | Domenec Puig.Miguel Angel Garcia Automatic texture feature selection for image pixel classification [J].-Pattern Recognition2006(11)
|
| [8] | Theodoros Damoulas.Girolami M A Pattern recognition with a Bayesian kernel combination machine [J].-Pattern Recognition Letters2009(01)
|
| [9] | Mukta Paliwal.Kumar U A Neural networks and statistical techniques:a review of applications [J].-Expert Systems With Applications2009(01)
|
| [10] | Jahromi M Z.Taheri M A proposed method for learning rule weights in fuzzy rule-based classification systems [J].-Fuzzy Sets and Systems2008(04)
|
| [11] | 郏东耀.丁天怀 检测皮棉内部杂质的投射成像影响因素分析 [J].-农业机械学报2005(02)
|
| [12] | Coreco Inc X64-CL series user\'s manual [J].-Canada2004
|
| [13] | 章毓晋 图像工程(中册)-图像分析 [J].-北京:清华大学出版社2005
|
| [14] | 阳爱民.胡运发.周咏梅 一种模糊分类器集成的方法 [J].-计算机工程2006(17)
|
| [15] | 郭俊先.应义斌 皮棉中杂质检测技术与检出装备的研究进展 [J].-农业机械学报2008(07)
|
Full-Text
