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基于微透镜阵列的实时三维物体识别 被引量:10

Real-time Three-dimensional Object Recognition with Microlens Array
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摘要 提出一种基于微透镜阵列多视角成像特点,将三维物体的深度信息转化为二维透射像阵列的角度信息,利用光学二维图像识别技术,实现对三维物体识别的方法.对识别过程进行了理论分析和计算,用匹配滤波的方法实现了对三维物体骰子的实时识别.实验结果表明,本方法的相关识别能力较高,并且具有很强的灵活性,对于有微小旋转、微小平移的三维物体也可进行识别. A novel method for The conversion of depth info mierolens array makes have been done for the method of match filteri rotated and slightly shi three-dimensional(3- rmation of 3-D object reco cess fted gnition possibl of recognition. The result shows objects flexibly. e by Rea that D) object recognition using microlens array is proposed. s to 2-D elemental images by use of the characteristic of optical processing. Correlative analysis and calculations 1-time recognition of dice has been accomplished with the the proposed method can be used to recognise slightly
出处 《光子学报》 EI CAS CSCD 北大核心 2007年第11期2008-2012,共5页 Acta Photonica Sinica
基金 陕西省教育厅专项科研计划基金(04JK338)资助
关键词 三维物体识别 匹配滤波 微透镜阵列 傅里叶变换 3-D object recognition Match filtering Microlens array Fourier transform
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  • 1[1]J Ben-Arie,D Nandy.A Volumetric/Iconic Frequency Domain Representaion for Objects With Application for Pose Invariant Face Recognition [J].IEEE Trans.1998,PAMI-20(5):449-457.
  • 2[2]F Arman,J K Aggarwal.Model-Based Object Recognition in Dense-Range images,A Review [J].ACM Computing Surveys,1993,25(1):5-43.
  • 3[3]A E Johnson,M Hebert.Using Spin Images for Efficient Object Recognition in Cluttered 3D Scenes [J].IEEE Trans.,1999,PAMI-21(5):433-449.
  • 4[4]A Hoover,et al.Dynamic-Scale Model Construction for Range Imagery [J].IEEE Trans.1998,PAMI-20(12):1352-1357.
  • 5[5]G Turk,M Levoy.Zippered Polygon Meshes from Range Images [A].SIGGRAPH94 [C].
  • 6[6]M Garland,P S Heckbert.Surface Simplification Using Quadric Error Metrics [A],SIGGRAPH97 [C].
  • 7Hasser C F, Casasent D. Muhivariant technique for muhiclass pattern recognition. Appl Opt, 1980,19 : 1758-1761.
  • 8Mahalanobis A, Vijavaya Kumar BV K, Casasent D.Minimum average correlation energy filters. Appl Opt,1987,26:3633-3640.
  • 9Horner J L, Gianino P D. Applying the phase-only filter concept to synthetic discriminant function correlation filter. Appl Opt.1985,24:851-855.
  • 10Kallman R R. Direct construction of phase-only filters.Appl Opt, 1987, 26:5200-5201.

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