Vision Development SDK (C++/C#/VB, GPU Acceleration)
Category: Machine Vision Software
Catalog NO: AIMRSE-RV-SS-002
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Technical Specifications
| Product Features | Reliable: The stability of SDK is proven by ten-thousands of industrial equipment. Easy-to-operate: User-friendly interfaces; Only few flowchart steps are needed to build an application. Comprehensive: 2D vision algorithm, 3D vision algorithm, deep learning vision algorithm. Support multiple programming languages: C++, C#, VB. Optimized performance: GPU/SSE/TBB acceleration supported. |
| Remake | Scriptor: Java Script compatible; Statistics: SPC, GR&R, CPK, etc.; 3D Image Window: 3D image display |
| Image Acquisition | Acquisition：Compatible with various cameras, such as GenICam, GigE Vision, USB3 Vision；Calibration：Hand-eye, Rotation, Center, Distortion |
| Image Enhancement | Threshold: Manual, OTSU, Double Peak Mean, Valley Floor Minimum, Fuzzy Set, Local Adaptive; Image Filter: Gaussian, Median, Mean, Differential Laplace, Sobel, Roberts, Canny, Prewitt and Custom; Morphology: Dilate, Erode, Closing, Opening, Hit or Miss, Gradient, Top Hat, Black Hat, Extract Boundary; Image Operation: Arithmetic Operations, Logical Operations, Stitch, Rotate, Mirror, Zoom, Crop Image; FFT: FFT, IFFT; Equalize Histogram: Adjusting the histogram to enlarge the difference between foreground and background; Photometric Stereo: Estimating surface normals via shading using different light source |
| Location And Alignment | Find Point: Locating the required first, last, best, and all points; Find Line: Least Squares, RANSAC, Hough Line; Find Circle: Least Squares, Iterative Least-Squares, Hough Circle; Match: Grey Match, Contour Match, Feature Match; Coordinate System Setting: Horizontal/Vertical//H&V/H&V&θ ROI recoordinate |
| Measure Feature | Caliper Measurement: Measures the distance between two parallel lines; Pitch Measurement: Multiple edge pitch measurements within the specified area to achieve the required pitch, width, and interval; Radius Measurement: Radius of Circle, the Major/Minor Axis of Ellipse; Area Measurement: Grey/Color Area; Geometric Measurement: Point-to-Point Distance, Point-to-Contour Distance, Point-to-Contour Distance, Angle defined by four points, Bisector, The Median Line of the Triangle, The Focus of Polygon, The Area of Polygon, etc. Brightness Measurement: Minimum, Maximum, Average, Standard Deviation; Fitting: Fit Circle, Fit Line, Fit Ellipse; Auto Focus: Variance, EVA, Difference, Gradient; 3D Laser triangulation: 3D reconstruction by using triangle linear laser; Depth from Focus 3D: 3D reconstruction by using DFF; Structured Light 3D: 3D reconstruction by using structured light; Binocular Stereo Vision: 3D calculation with the images taken by 2 cameras from different angles |
| Surface Inspection and Blob Analysis | Blob Analysis: Center of gravity, Area, Aspect, Hole number, Hole filling, etc.; Presence Detection: Presence Detection; Scratch Detection: Scratch Detection; Edge Detection: Closed edge, non-closed edge; Contour Sequence Processing: Segment, Union, Select and Sort Contours; Variation Model: Checks by comparing the actual model with the ideal one; Profile Tolerance: The tested contour change with respect to the theoretical contour; Contour Contrast: Obtains the relationship between standard and actual contours; Edge Defect Detection: Accurately detects burrs, mutations and other anomalies on edges |
| Classification and Recognition | OCR/OCV: Recognition and verification of optical characters; Classifier: Classifies objects of different shapes, colors, or textures; Barcode: Code 39, Code 128, EAN 8, EAN 13, UPC-A, UPC-E, Code 93, ITF; 2D Code: QR Code, PDF 417, Data Matrix Code, Vericode |
| Communication and Hardware Control | Discrete I/O: I/O Interface; Motion Control Card: Motion Control Card Interface; Ethernet/Serial Port/USB: Instruction, Data and Image Transmission |
| Graphical Interface | Image and Common Tools: Display of Images, Current Mouse Coordinates and Grey Values; Image Zooming; ROI Toolbar: Point, Rectangle, Circle, Torus and other common ROI |
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