Skip to content

V0.3.0.5

Choose a tag to compare

View all tags
@Kamleitner-Lukas Kamleitner-Lukas released this 22 Apr 20:56
V0.3.0.5
eb92433

OpenLvVision Header

OpenLvVision OpenCV

OpenLvVision OpenCV is a powerful LabVIEW wrapper for the OpenCV library. It brings advanced computer vision algorithms, linear algebra, and signal processing capabilities directly into LabVIEW, utilizing efficient Mat handling and polymorphic VIs.

📘 Documentation: For a complete reference of all functions and detailed usage, visit openlvvision.org/docs/opencv/
This library is currently in active development. Additional OpenCV modules will be included in future updates.

🔌 Dynamic MAT API

The Mat type is reconstructed as closely as possible using malleable and polymorphic VIs. If a function can be done in OpenCV C++, there is a high chance it will also work in the LabVIEW version.

🛠️ Functionality Overview

  • 🧩Core Functions

    • ArithmeticOperations: AbsDiff, Add, AddWeighted, ConvertScaleAbs, Divide, Exp, Log, Multiply, Pow, ScaleAdd, Sqrt, Subtract, Sum
    • BitwiseOperations: BitwiseAnd, BitwiseNot, BitwiseOr, BitwiseXor
    • ChannelManipulation: ExtractChannel, InsertChannel, LUT, Merge, MixChannels, Split
    • Comparison: CheckRange, Compare, InRange
    • DataConcatenation: Hconcat, Vconcat
    • FourierTransforms: Dct, Idct, Dft_Real, Dft_Complex, IDft_Real, IDft_Complex, GetOptimalDftSize, MulSpectrums
    • GeometricOperations: CartToPolar, PolarToCart, Magnitude, Phase
    • LinearAlgebra: CompleteSymm, Determinant, Eigen, EigenNonSymmetric, Gemm, Invert, MulTransposed, Norm, PatchNaNs, SetIdentity, Solve, SolveCubic, SolvePoly
    • MatrixImageTransformations: BorderInterpolate, CopyMakeBorder, Flip, FlipNd, PerspectiveTransform, Repeat, Rotate, TransformTo2D, TransformTo3D, TransformTo4D, Transpose
    • Reduction: Reduce, ReduceArgMax, ReduceArgMin, Trace
    • SimilarityMetrics: BatchDistance, Mahalanobis, PSNR
    • Sort: Sort, SortIdx
    • Statistical: CountNonZero, FindNonZero, HasNonZero, Max, Min, Mean, MeanStdDev, MinMaxIdx, MinMaxLoc, Normalize
    • LDA (Class & Funcs):
      • Create, Compute, Load/Save, Reconstruct, Project, SubspaceProject, SubspaceReconstruct
    • PCA (Class & Funcs):
      • Create, Compute, Read/Write, Project, BackProject, PCACompute, PCABackProject, PCAProject
    • SVD (Class & Funcs):
      • Create, Decompose, BackSubst, Read, SVBackSubst, SVDecomp, SVD_Compute, SVD_SolveZ
    • RNG (Class & Funcs):
      • Create, Fill, Gaussian, Next, Read/Write State, Uniform (Int/Float/Double), Randn, RandShuffle, Randu, WriteRngSeed

  • 🖼️Image Processing

    • ImageFiltering: Bilateralfilter, Blur, BoxFilter, Filter2d, GaussianBlur, GetDerivKernels, GetGaborKernel, GetGaussianKernel, Laplacian, MedianBlur, Dilate, Erode, GetStructuringElement, MorphologyDefaultBorderValue, MorphologyEx, PyrDown, PyrMeanShiftFiltering, PyrUp, Scharr, SepFilter2D, Sobel, SpatialGradient, SqrBoxFilter
    • ObjectDetection: MatchTemplate

  • 🧠Deep Neural Network (NEW)

    • Environment: NmsBoxes, NmsBoxesRotated, GetAvailableBackends, GetAvailableTargets (x64 includes OpenVINO & CUDA backends)
    • Net (Class):
      • Create, ReadNet, Forward, SetInput, DumpToFile, DumpToPbtxt
      • Configure: Connect, Backend/Target, Fusion, Winograd, Halide, Shapes/Names, Outputs
      • Layers: Id, Names, Count, Types, Shapes, Unconnected
      • Performance: FLOPS, Memory, PerfProfile
    • Blob (Class):
      • Create, BlobFromImage, BlobFromImages, ReadInfo, ReadData

  • 💻System

    • Hardware & Build: CheckHardware, GetBuildInfos, GetNumThreads, GetVersion, SetNumThreads

📥 Installation

  1. Online: Install the OpenLvVision package directly via VI Package Manager (VIPM).
  2. Offline: For offline installation, visit the Installation Guide.

🖥️ System Requirements

  • LabVIEW: 2020 or newer (including the Community Edition)
  • OS: Windows operating system
  • Dependencies: Vision Common Resources (license free)

⚖️ Third Party Copyrights

  • Copyright (c) 2010-2013, Advanced Micro Devices, Inc., all rights reserved.
  • Copyright (c) 2020 BlackBerry Limited.
  • Copyright (c) 2008-2009 Davide Barbieri @ University of Rome Tor Vergata.
  • Copyright (c) 2010-2011 D. E. Shaw Research.
  • Copyright (c) 2005-2014 Daniel James.
  • Copyright (c) 2007, 2009 Free Software Foundation, Inc.
  • Copyright (c) 2019-2020 FUJITSU LIMITED.
  • Copyright (c) 2005-2016 Google Inc.
  • Copyright (c) 2000-2026, Intel Corporation and its affiliates, all rights reserved.
  • Copyright (c) 2008-2016, Itseez Inc., all rights reserved.
  • Copyright (c) 1995-2017 Jean-loup Gailly and Mark Adler.
  • Copyright (c) 2023-2026, John Medland, all rights reserved.
  • Copyright (c) 1994-2008 John E. Stone.
  • Copyright (c) 2013 King Abdullah University of Science and Technology.
  • Copyright (c) 2000-2020 Kitware, Inc. and Contributors.
  • Copyright (c) 2015 Matei David, Ontario Institute for Cancer Research.
  • Copyright (c) Meta Platforms, Inc. and affiliates.
  • Copyright (c) Microsoft Corporation.
  • Copyright (c) 2007 MITSUNARI Shigeo.
  • Copyright (c) 2009-2011 Mutsuo Saito, Makoto Matsumoto, Hiroshima University, and University of Tokyo.
  • Copyright (c) 2010-2021 Naoki Shibata and contributors.
  • Copyright (c) 2000–2026, National Instruments Corporation, all rights reserved.
  • Copyright (c) 2015-2017 Norbert Juffa.
  • Copyright (c) 2009-2026, NVIDIA Corporation & affiliates, all rights reserved.
  • Copyright (c) 2015-2023, OpenCV Foundation, all rights reserved.
  • Copyright (c) 2016 OpenAI.
  • Copyright (c) 2004-2016 Portable Hardware Locality (hwloc) contributors
  • Copyright (c) 2006-2016 R Oudkerk, david decotigny.
  • Copyright (c) 2007-2009 Regents of the University of California.
  • Copyright (c) 2019-2022, Shenzhen Institute of Artificial Intelligence and Robotics for Society, all rights reserved.
  • Copyright (c) 2022-2023, Southern University of Science And Technology, all rights reserved.
  • Copyright (c) 2015 THL A29 Limited, a Tencent company, and Milo Yip.
  • Copyright (c) 2012 The Science and Technology Facilities Council (STFC).
  • Copyright (c) 2007-2021 by the Sphinx team.
  • Copyright (c) 2011-2014, The OpenBLAS Project, all rights reserved.
  • Copyright (c) 2016 Tibbo Technology Inc, Vladimir Gladkov, Doxyrest maintainers.
  • Copyright (c) 1997-2012 University of Cambridge.
  • Copyright (c) 2003-2012 University of Illinois at Urbana-Champaign.
  • Copyright (c) 2010 The University of Tennessee.
  • Copyright (c) 2012-present Victor Zverovich.
  • Copyright (c) 2016-2021 Viktor Kirilov.
  • Copyright (c) 2009-2011, Willow Garage Inc., all rights reserved.
  • Copyright (c) 2019-2023, Xperience AI, all rights reserved.
  • Copyright (c) 2011-2013 Yann Collet.
  • Copyright (c) 2009-2012 Zoltan Herczeg.
  • Copyright (c) 2001 Fabrice Bellard.

Third party copyrights are property of their respective owners.

Assets 5
Loading