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020 _a9783319681955
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024 7 _a10.1007/978-3-319-68195-5
_2doi
050 4 _aTK5102.9
072 7 _aTJF
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072 7 _aTJF
_2thema
072 7 _aUYS
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082 0 4 _a621.382
_223
245 1 0 _aVipIMAGE 2017
_h[electronic resource] :
_bProceedings of the VI ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing Porto, Portugal, October 18-20, 2017 /
_cedited by João Manuel R.S. Tavares, R.M. Natal Jorge.
250 _a1st ed. 2018.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2018.
300 _aXXIX, 1160 p. 631 illus.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
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_2rda
490 1 _aLecture Notes in Computational Vision and Biomechanics,
_x2212-9413 ;
_v27
505 0 _a3D Vision -- Computational Bio- Imaging and Visualization -- Computational Vision -- Computer Aided Diagnosis, Surgery, Therapy and Treatment -- Data Interpolation, Registration, Acquisition and Compression -- Industrial Inspection -- Image Enhancement -- Image Processing and Analysis -- Image Segmentation -- Medical Imaging -- Medical Rehabilitation -- Physics of Medical Imaging -- Shape Reconstruction --  Signal Processing -- Simulation and Modelling -- Software Development for Image Processing and Analysis -- Telemedicine Systems and their Applications -- Tracking and Analysis of Movement and Deformation -- Virtual Reality.
520 _aThis book gathers papers presented at the VipIMAGE 2017-VI ECCOMAS Thematic Conference on Computational Vision and Medical Image Processing. It highlights invited lecturers and full papers presented at the conference, which was held in Porto, Portugal, on October 18–20, 2017. These international contributions provide comprehensive coverage on the state-of-the-art in the following fields: 3D Vision, Computational Bio-Imaging and Visualization, Computational Vision, Computer Aided Diagnosis, Surgery, Therapy and Treatment, Data Interpolation, Registration, Acquisition and Compression, Industrial Inspection, Image Enhancement, Image Processing and Analysis, Image Segmentation, Medical Imaging, Medical Rehabilitation, Physics of Medical Imaging, Shape Reconstruction, Signal Processing, Simulation and Modelling, Software Development for Image Processing and Analysis, Telemedicine Systems and their Applications, Tracking and Analysis of Movement, and Deformation and Virtual Reality. In addition, it explores a broad range of related techniques, methods and applications, including: trainable filters, bilateral filtering, statistical, geometrical and physical modelling, fuzzy morphology, region growing, grabcut, variational methods, snakes, the level set method, finite element method, wavelet transform, multi-objective optimization, scale invariant feature transform, Laws’ texture-energy measures, expectation maximization, the Markov random fields bootstrap, feature extraction and classification, support vector machines, random forests, decision trees, deep learning, and stereo vision. Given its breadth of coverage, the book offers a valuable resource for academics, researchers and professionals in Biomechanics, Biomedical Engineering, Computational Vision (image processing and analysis), Computer Sciences, Computational Mechanics, Signal Processing, Medicine and Rehabilitation.
650 0 _aSignal processing.
_94052
650 0 _aComputer vision.
_936505
650 0 _aMathematics—Data processing.
_931594
650 0 _aComputer simulation.
_95106
650 1 4 _aSignal, Speech and Image Processing .
_931566
650 2 4 _aComputer Vision.
_936506
650 2 4 _aComputational Science and Engineering.
_936507
650 2 4 _aComputer Modelling.
_936508
700 1 _aTavares, João Manuel R.S.
_eeditor.
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_4http://id.loc.gov/vocabulary/relators/edt
_936509
700 1 _aNatal Jorge, R.M.
_eeditor.
_4edt
_4http://id.loc.gov/vocabulary/relators/edt
_936510
710 2 _aSpringerLink (Online service)
_936511
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
_z9783319681948
776 0 8 _iPrinted edition:
_z9783319681962
776 0 8 _iPrinted edition:
_z9783319885612
830 0 _aLecture Notes in Computational Vision and Biomechanics,
_x2212-9413 ;
_v27
_936512
856 4 0 _uhttps://doi.org/10.1007/978-3-319-68195-5
912 _aZDB-2-ENG
912 _aZDB-2-SXE
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