Transition from 2D- to 3D-images: Modification of two-scale image model and image processing algorithms
The specificities of three-dimensional images are formulated. Application of the two-scale image model to 3D images is studied. Methods for modification of various image processing algorithms to 3D images are demonstrated.
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| Veröffentlicht in: | Journal of communications technology & electronics Jg. 60; H. 6; S. 678 - 687 |
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| Format: | Journal Article |
| Sprache: | Englisch |
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Moscow
Pleiades Publishing
01.06.2015
Springer Springer Nature B.V |
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| ISSN: | 1064-2269, 1555-6557 |
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| Abstract | The specificities of three-dimensional images are formulated. Application of the two-scale image model to 3D images is studied. Methods for modification of various image processing algorithms to 3D images are demonstrated. |
|---|---|
| AbstractList | The specificities of three-dimensional images are formulated. Application of the two-scale image model to 3D images is studied. Methods for modification of various image processing algorithms to 3D images are demonstrated. -The specificities of three-dimensional images are formulated. Application of the two-scale image model to 3D images is studied. Methods for modification of various image processing algorithms to 3D images are demonstrated. Keywords: image processing, 3D image, image model DOI: 10.1134/S1064226915060054 |
| Audience | Academic |
| Author | Chochia, P. A. |
| Author_xml | – sequence: 1 givenname: P. A. surname: Chochia fullname: Chochia, P. A. email: chochia@iitp.ru organization: Kharkevich Institute for Information Transmission Problems, Russian Academy of Sciences |
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| CitedBy_id | crossref_primary_10_1134_S1064226916060152 crossref_primary_10_3390_electronics14050960 crossref_primary_10_1016_j_autcon_2023_105151 crossref_primary_10_1134_S1064226915120074 crossref_primary_10_1016_j_measurement_2023_112941 crossref_primary_10_1134_S1064226917060201 |
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| References | ChochiaP. A.Digital filtering of impulse noise in television imagesTekhn. Sredstv Svyazi, Ser.: Tekhn. Televid198412636 CyganekB.An Introduction to 3D Computer Vision Techniques and Algorithms2009New YorkWiley10.1002/9780470699720 TomasiC.ManduchiR.Bilateral filtering for gray and color imagesProc. IEEE 6th Int. Conf. on Computer Vision, Bombay, India, 19981998839846 ToriwakiJ.YoshidaH.Fundamentals of ThreeDimensional Digital Image Processing2009New YorkSpringer10.1007/978-1-84800-172-5 ChochiaP. A.Image enhancement using sliding histogramsComput. Vis. Graph. Image Process198844221122910.1016/S0734-189X(88)80006-9 W. Pratt, Digital Image Processing (Wiley, New York, 1978; Mir, Moscow, 1982), Vols. 1–2. NikolaidisN.PitasI.3-D Image Processing Algorithms2000New YorkWiley ParzenE.On the estimation of a probability density function and modeAnn. Math. Stat1962331065107614328210.1214/aoms/1177704472 Krasil’nikovN.Digital Processing of 2D and 3D-Images2011 ChochiaP. A.Processing and analysis of images basing on a two-scale modelPreprint IPPI Akad. Nauk SSSR1986 GonzalezR. C.WoodsR. E.Digital Image Processing2008 ChochiaP. A.Image smoothing under preservation of contoursImage Coding and Processing19888798 AhmedN.RaoK. R.Orthogonal Transforms for Digital Signal Processing1975BerlinSpringer-Verlag10.1007/978-3-642-45450-9 RobertsL. G.TippetJ. T.Machine perception of three dimensional solidsOptical and Electrooptical Information Processing1965Cambridge, Mass.MIT Press159197 ChochiaP. A.Two-scale image modelImage Coding and Processing19886987 LeeJ.-S.Digital image smoothing and the sigma filterComput. Vis. Graph. Image Process198324225526910.1016/0734-189X(83)90047-6 LohmannG.Volumetric Image Analysis1998ChichesterWiley ChochiaP. A.Some algorithms for detection of objects on the basis of two-scale image modelInf. Protsessy2014142117136 ChochiaP. A.Parallel algorithm for sliding histogram calculationAvtometriya199024044 MongaO.DericheR.RocchisaniJ.3D edge detection using recursive filtering: application to scanner imagesCVGIP: Image Understanding1991531768710.1016/1049-9660(91)90006-B C. Tomasi (112_CR17) 1998 J.-S. Lee (112_CR18) 1983; 24 P. A. Chochia (112_CR7) 1988 G. Lohmann (112_CR1) 1998 N. Krasil’nikov (112_CR5) 2011 O. Monga (112_CR14) 1991; 53 112_CR11 J. Toriwaki (112_CR4) 2009 P. A. Chochia (112_CR9) 1988; 44 P. A. Chochia (112_CR6) 1986 P. A. Chochia (112_CR20) 1990; 2 E. Parzen (112_CR19) 1962; 33 P. A. Chochia (112_CR16) 2014; 14 N. Nikolaidis (112_CR2) 2000 R. C. Gonzalez (112_CR12) 2008 P. A. Chochia (112_CR8) 1988 P. A. Chochia (112_CR15) 1984; 1 B. Cyganek (112_CR3) 2009 L. G. Roberts (112_CR13) 1965 N. Ahmed (112_CR10) 1975 |
| References_xml | – reference: W. Pratt, Digital Image Processing (Wiley, New York, 1978; Mir, Moscow, 1982), Vols. 1–2. – reference: ChochiaP. A.Digital filtering of impulse noise in television imagesTekhn. Sredstv Svyazi, Ser.: Tekhn. Televid198412636 – reference: ChochiaP. A.Processing and analysis of images basing on a two-scale modelPreprint IPPI Akad. Nauk SSSR1986 – reference: NikolaidisN.PitasI.3-D Image Processing Algorithms2000New YorkWiley – reference: GonzalezR. C.WoodsR. E.Digital Image Processing2008 – reference: TomasiC.ManduchiR.Bilateral filtering for gray and color imagesProc. IEEE 6th Int. Conf. on Computer Vision, Bombay, India, 19981998839846 – reference: ChochiaP. A.Two-scale image modelImage Coding and Processing19886987 – reference: LeeJ.-S.Digital image smoothing and the sigma filterComput. Vis. Graph. Image Process198324225526910.1016/0734-189X(83)90047-6 – reference: CyganekB.An Introduction to 3D Computer Vision Techniques and Algorithms2009New YorkWiley10.1002/9780470699720 – reference: ChochiaP. A.Image smoothing under preservation of contoursImage Coding and Processing19888798 – reference: ToriwakiJ.YoshidaH.Fundamentals of ThreeDimensional Digital Image Processing2009New YorkSpringer10.1007/978-1-84800-172-5 – reference: RobertsL. G.TippetJ. T.Machine perception of three dimensional solidsOptical and Electrooptical Information Processing1965Cambridge, Mass.MIT Press159197 – reference: ChochiaP. A.Image enhancement using sliding histogramsComput. Vis. Graph. Image Process198844221122910.1016/S0734-189X(88)80006-9 – reference: ChochiaP. A.Some algorithms for detection of objects on the basis of two-scale image modelInf. Protsessy2014142117136 – reference: ParzenE.On the estimation of a probability density function and modeAnn. Math. Stat1962331065107614328210.1214/aoms/1177704472 – reference: AhmedN.RaoK. R.Orthogonal Transforms for Digital Signal Processing1975BerlinSpringer-Verlag10.1007/978-3-642-45450-9 – reference: LohmannG.Volumetric Image Analysis1998ChichesterWiley – reference: ChochiaP. A.Parallel algorithm for sliding histogram calculationAvtometriya199024044 – reference: Krasil’nikovN.Digital Processing of 2D and 3D-Images2011 – reference: MongaO.DericheR.RocchisaniJ.3D edge detection using recursive filtering: application to scanner imagesCVGIP: Image Understanding1991531768710.1016/1049-9660(91)90006-B – volume-title: Preprint IPPI Akad. Nauk SSSR year: 1986 ident: 112_CR6 – volume: 53 start-page: 76 issue: 1 year: 1991 ident: 112_CR14 publication-title: CVGIP: Image Understanding doi: 10.1016/1049-9660(91)90006-B – volume: 14 start-page: 117 issue: 2 year: 2014 ident: 112_CR16 publication-title: Inf. Protsessy – volume-title: Fundamentals of ThreeDimensional Digital Image Processing year: 2009 ident: 112_CR4 doi: 10.1007/978-1-84800-172-5 – volume-title: An Introduction to 3D Computer Vision Techniques and Algorithms year: 2009 ident: 112_CR3 doi: 10.1002/9780470699720 – volume: 1 start-page: 26 year: 1984 ident: 112_CR15 publication-title: Tekhn. Sredstv Svyazi, Ser.: Tekhn. Televid – volume: 2 start-page: 40 year: 1990 ident: 112_CR20 publication-title: Avtometriya – volume: 44 start-page: 211 issue: 2 year: 1988 ident: 112_CR9 publication-title: Comput. Vis. Graph. Image Process doi: 10.1016/S0734-189X(88)80006-9 – start-page: 159 volume-title: Optical and Electrooptical Information Processing year: 1965 ident: 112_CR13 – volume-title: 3-D Image Processing Algorithms year: 2000 ident: 112_CR2 – volume-title: Digital Image Processing year: 2008 ident: 112_CR12 – start-page: 69 volume-title: Image Coding and Processing year: 1988 ident: 112_CR7 – volume-title: Digital Processing of 2D and 3D-Images year: 2011 ident: 112_CR5 – ident: 112_CR11 – start-page: 839 volume-title: Proc. IEEE 6th Int. Conf. on Computer Vision, Bombay, India, 1998 year: 1998 ident: 112_CR17 – volume-title: Orthogonal Transforms for Digital Signal Processing year: 1975 ident: 112_CR10 doi: 10.1007/978-3-642-45450-9 – volume: 33 start-page: 1065 year: 1962 ident: 112_CR19 publication-title: Ann. Math. Stat doi: 10.1214/aoms/1177704472 – volume-title: Volumetric Image Analysis year: 1998 ident: 112_CR1 – start-page: 87 volume-title: Image Coding and Processing year: 1988 ident: 112_CR8 – volume: 24 start-page: 255 issue: 2 year: 1983 ident: 112_CR18 publication-title: Comput. Vis. Graph. Image Process doi: 10.1016/0734-189X(83)90047-6 |
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| SubjectTerms | 3-D graphics Algorithms Analysis Communications Engineering Communications technology Computer simulation Engineering Equipment and supplies Image processing Image processing systems Neighborhoods Networks Studies Theory and Methods of Information Processing Three dimensional Three dimensional imaging Three dimensional models |
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