Version 10.0.0
◼Added: Detection of Aruco markers and Charuco chessboard corners
◼Added: Contrast Limited Adaptive Histogram Equalization (CLAHE) for local contrast enhancement of gray and color images
◼Added: Poisson seamless cloning to blend a masked source into an image
◼Added: Shi-Tomasi and Harris corner detection
◼Added: JPEG Turbo Lib compiled into IEVision, for 2-6x faster loading using SIMD
◼Added: Generation and detection of QR codes
◼Added:
OCR preprocessing in one call: normalizes the background, enlarges small text, corrects skew, binarizes and cleans up document images for more accurate OCR
◼Added:
Sauvola local adaptive binarization for documents with uneven lighting
◼Added:
Background normalization to flatten uneven lighting and shadows
◼Added:
Document deskew and
skew measurement
◼Added:
Connected-component analysis, with
speck and
border removal
◼Added:
mapRectToSource maps OCR boxes found in a prepared image back to the original image
◼Added:
Neural network face detection (YuNet) finds tilted, turned and small faces more reliably than Haar cascades, and returns five
facial landmarks (eyes, nose tip, mouth corners) for each face
◼Added:
alignFace returns upright, uniformly framed face crops for more reliable
face recognition
◼Added:
Accurate landmarks for tilted faces, and
detection of sideways and upside down faces
◼Added: Face helpers to
level a photo by the eyes (optionally trimming the rotated corners),
crop to the main face (padding, headroom and aspect ratio) and
pixelize faces to anonymize photos
◼Added:
convexHull and
convexHullIndices for shape analysis
◼Added:
Delaunay triangulation for mesh warping and morphing
◼Added: Affine transformations with
getAffineTransform and
warpAffine
◼Added: Polygon filling with
fillConvexPoly and
fillPoly, and
createVectorObjRef to create polygon lists
◼Added:
Perceptual image hashing (pHash, average, block mean, Marr-Hildreth, radial variance and color moment) to find similar and near-duplicate images, with
GetPerceptualHash,
IEVisionCompareHashes,
FindSimilar and near-duplicate removal with
RemoveDuplicates
◼Added:
TIEVisionFeaturesDetector supports SIFT, AKAZE, KAZE and BRISK as well as ORB, with Lowe's ratio test and cross-checking for more reliable matching and image alignment (TIEVisionORBFeaturesDetector is now an alias)
◼Added:
Removal of form and table lines and underlines before OCR (also available as the
ievOCRPrepRemoveLines step of
prepareForOCR), and
getLineMask
Version 9.0.0
◼Added: ZBar 0.10 upgraded to 0.23.93 adding support for GS1-DataBar, Code-93 and Codabar
◼Added: ZBar: Security and memory-safety fixes, including CVE-2023-40889
◼Added: Boost upgraded from 1.69.0 to 1.92.0 for reliability and security improvements
◼Added: Boost: Reliability/security fixes and improved modern compiler/platform support
◼Added: Upgrade OpenCV from 4.6.0 to 4.14.0 for reliability, performance and security improvements
◼Added: OpenCV: Accumulated fixes for undefined behaviour, integer overflow and memory-safety issues, among many other fixes
◼Fixed: Updated Leptonica 1.74.2 to 1.87.0 and Tesseract 5.3.3 to 5.5.3
◼Added: LibRaw upgraded from 0.20 to 0.22.2 for security fixes for OCR accuracy improvements
◼Added: LibRaw: Improved validation and protection against malformed RAW input, including size/index and integer-overflow checks
Version 8.3.1
◼Fixed: Exception of IEVision library is unloaded and reloaded in secondary DLLs
Version 8.3.0
◼Added:
houghCircles method
◼Added: Min and max line angle detection added to
houghLines
◼Fixed: Specifying an invalid rect for OCR may cause an exception
◼Added: Calculation of the
blurriness of images using Laplacian variance
◼Added: Updated LibRaw to 0.22.0
Version 8.1.6
◼Added: Updated LibRaw to 0.21.4
◼Added: Various enhancements to
template matching (image searching) to improve result quality
Version 8.1.5
◼Added: Further improvements to calculation of orientation and angle in documents
Version 8.1.4
◼Added:
thinPlateSplineShapeTransform supports replication when filling border areas, as well as custom colors
◼Added: Much improved algorithm for detecting the
text angle and
orientation in documents
Version 8.1.3
◼Added:
New method to check successful language loading for Searchable PDF generator
◼Added: Improvements to
filter2D
Version 8.1.1
◼Fixed: Unable to output in JPEG format with
TIEVisionSearchablePDFGenerator
◼Fixed: Saving a PDF with
TIEVisionSearchablePDFGenerator using the same name may fail
Version 8.1.0
◼Added: Support for a
local model neural network to classify objects, detect text and increase resolution
◼Added:
Searchable PDF documents can now be created without images
◼Added: New
HAAR classifiers: Eye pair, Nose, Mouth, Stop Sign
◼Added:
New method to check successful language loading for OCR
◼Added: Improved exception messages for
OCR
Version 8.0.0
◼Added: OCR now built on Tesseract 5 for greater performance using less system memory and improved accuracy, particularly with images of low resolution or contrast
◼Added: OCR results can be returned in hOCR, ALTO (XML) and text-separated value formats
◼Added: Support for Black and White lists with OCR
◼Added: New OCR constructor for analysis only
◼Added: Confidence values returned for OCR results
◼Added: Many enhancements to stitching including new thresholding options and improved performance with documents
◼Added: Prevents usage of invalid parameters when smoothing
Version 7.1.0
◼Added: Thin Plate Spline shape transformations
◼Fixed: Some OCR issues
Version 7.0.0
◼Added: Updated OpenCV to v4.6
◼Added: Updated LibRaw to v0.21.1 with support for newer Camera formats
◼Added: Implemented LibJpeg-Turbo
◼Added: New "Scans" option for image stitcher
◼Added: Multiple matches can now be found with matchTemplateMulti
◼Fixed: Support for RGB images minMax()
◼Fixed: Searchable PDF Generator now uses Windows temp path for temporary files
◼Added: Highly optimized DLLs. Files are now nearly 50% smaller
Version 6.0.4
◼Fixed: Possible exception when using Binary Descriptor line detection with video feed
◼Fixed: Error when using very different images with findHomography
◼Fixed: No image change using IEImage.smooth(), pyrUp(), pyrDown() without destination bitmap
Version 6.0.3
◼Added: support CgBI PNG (Apple's proprietary extension to PNG)
◼Fixed: Error when using Canny edge detection
◼Added: Support for JPEG with arithmetic encoding
Version 6.0.1
◼Added: Compression can be configured for searchable PDF generator
◼Fixed: Some exceptions that occur under 64bit
◼IELib: Updated OpenJPEG to 2.4.0
◼IELib: Added support for X3F and 8bit DNG raw images
Version 6.0.0
◼Added: Orb Feature Detector class to find matching points in a pair of images
◼Added: FindHomography method to find the alignment matrix between points in a pair of images (e.g. for automatic image alignment)
◼Added: WarpPerspective method to adjust the perspective of an image based on a matrix
◼Added: Exposure Fusion class: Merge images taken with multiple exposures into a single image
◼Added: Updated all OCR language files and added OCR script files (e.g. all Latin languages)
◼Added: Support for UTF encoding reading barcodes
◼Fixed: PDF generator may produce inverted images
Version 5.5.0
◼Fixed: Loading NEF files give Invalid Floating point error (64bit)
◼Added: Three new OCR page segmentation modes
◼Fixed: Handles leak using OCR
◼OCR: Updated to Tesseract 4.1.1
Version 5.4.2
◼Fixed: With Searchable PDF, monochrome images output is inverted
◼Jpeg2000: Updated to OpenJpeg 2.3.1
◼LibRaw: Updated to LibRaw 0.20.2
◼Fixed: Background subtractor MOG2 doesn't work for 64 bits
◼New Demo: Subtract Background from Image
◼Fixed: Installer fails to use correct destination folders
Version 5.4.1
◼SearchablePDF: support for color images
◼(IELib) support for 12 bit jpegs (DICOM)
Version 5.4.0
◼Added: Updated LibRaw to 0.20 for EXIF support and newer cameras
◼PDF: support for DPI specification
Version 5.3.0
◼Added: OpenMP (tesseract only) optional DLLs
Version 5.2.0
◼Added: Image Stitcher can now run deterministically
◼Fixed: CreateOCR may crash if path is not explicitly specified
◼Added: Threshold method now returns the calculated thresholding value
◼Added: Uses RandomizedBaseAddress (ASLR) and DataExecutionPrevention (DEP) flags for security
◼New Demo: Recognize faces in a video stream
◼New Demo: Blur any car number plates found in an image
Version 5.1.1
◼Added: Updated LibRaw to 201910 for updated camera support
Version 5.1.0
◼Added: Optimization of JPEG2000 Engine
Version 5.0.0
◼Added: Supports Tesseract 4.0.0 for much faster and more accurate OCR (Error Reduction: English: -30%, French: -50%, Spanish: -46%, Russian: -79%, Hebrew: -32%, Chinese: -22%, Korean -79%, etc.)
◼Added: Support for 60 Languages added to OCR, such as: Armenian, Breton, Corsican, Filipino, Gaelic, Mongolian, Maori, Tongan
◼Added: TIEVisionSearchablePDFGenerator class to generate searchable (OCRed) PDF documents from images
◼Added: TIEVisionOCRWordBox.isWordFromDictionary method
◼Added: TIEVisionOCRWordBox.isSuperscript method
◼Added: TIEVisionOCRWordBox.isSubscript method
◼Added: TIEVisionOCRWordBox.isDropCap
◼Added: Supports LibRaw 0.19.2
Version 4.5.2
◼Added: TIEVisionBlobDetector, support for BW images
◼Fixed: TIEVisionBlobDetector, crash on unsupported formats
Version 4.5.1
◼Added: TIEVisionBarCodeSymbol.getQuality method
◼Fixed: createCascadeClassifier fails under 64bit
◼Fixed: getWordBoxes may raise exception on invalid selection
Version 4.5.0
◼Added: TIEVisionGrabCut.setSelectionMask optional maskIsInside parameter
◼Updated: LibRaw to version 0.18.11
◼Added: TIEVisionBackgroundSubtractor.selectMethodMOG method
◼Added: TIEVisionBackgroundSubtractor.selectMethodGMG method
◼Added: TIEVisionImage.detectLines method
◼Added: TIEVisionImage.matchTemplate optional rank parameter
◼Added TIEVisionBlobDetector class
◼Added TIEVisionLibrary.createBlobDetector method
Version 4.0.0
◼Added: TIEVisionImage.matchTemplate to perform template matching
◼Added: TIEVisionImage.matchTemplateAsMap to perform template matching with results map
◼Added: TIEVisionCascadeClassifierTrainer class to train (HAAR or LBP) cascade classifiers for object detection
◼Added: TIEVisionGrabCut class to automatically select regions
◼Added: TIEVisionWatershed class to automatically select regions
Version 3.0.8
◼Fixed: inPaint crash when brush size is smaller than ROI rectangle
Version 3.0.7
◼Fixed: Lossless transformations do not work
◼Added: Improved jpeg2000 loading and saving speed
Version 3.0.6
◼Updated dcraw to version 1.477 (9.27)
Version 3.0.5
◼Changed: findIn limits maximum size to 2 MegaPixels, to avoid out of memory errors (can still happen when scaleFactor is less than 1.1)
◼Removed: OpenCL support to avoid problems on some CPUs
Version 3.0.4
◼Added: FaceRecognizer adds clear, isTrained, train, load and save overloads
◼Added: ObjectsFinder.setHaarMaxSize and setHaarMinSize methods
◼Added: ObjectsFinder.setEqualizeHistogram method to make histogram equalization optional
Version 3.0.3
◼Updated dcraw to version 1.476 (9.26)
◼Added: Linked dcraw to jpeglib and jasperlib to support some Kodak devices
Version 3.0.2
◼Fixed: Issue loading some reduced size jpegs
Version 3.0.1
◼Fixed: OCR issue due to disabled inline expansion
◼Fixed: OCR environment path problem
Version 3.0.0
◼Added: New edge detection algorithm in TIEVisionImage.canny
◼Added: Line and segments detection in TIEVisionImage.houghLines and TIEVisionImage.houghLinesP
◼Added: New blur algorithm in TIEVisionImage.blur
◼Added: Panorama stitching in TIEVisionStitcher class
◼Added: Image denoising using Non-local Means Denoising algorithm TIEVisionImage.fastNlMeansDenoisingColored
◼Added: New thresholding algorithms in TIEVisionImage.threshold and TIEVisionImage.adaptiveThreshold
◼Added: New erode/dilate algorithms in TIEVisionImage.erode and TIEVisionImage.dilate
◼Added: Background subtractor in TIEVisionBackgroundSubtractor class
◼Added: Face recognizer in TIEVisionFaceRecognizer class
◼Added: new IEVision detectable objects IEVC_CASCADE_SMILE, IEVC_FRONTAL_CAT_FACE, IEVC_FRONTAL_CAT_FACE_EXT, IEVC_LICENSE_PLATE_RUS, IEVC_RUSSIAN_PLATE_NUMBER
◼Fixed: Wrong bitmap orientation using IEVision and TImageEnProc.Undo
◼Removed: IEVision detectable objects: IEVC_MCS_EYE_PAIR_BIG, IEVC_MCS_EYE_PAIR_SMALL, IEVC_MCS_LEFT_EYE, IEVC_MCS_MOUTH, IEVC_MCS_NOSE, IEVC_MCS_RIGHT_EYE, IEVC_MCS_UPPER_BODY, IEVC_MCS_LEFT_EAR, IEVC_MCS_RIGHT_EAR
Version 2.0.2
◼Added: OCR MICR reading support
Version 2.0.1
◼Updated DCRAW to support newest Digital Camera Raw formats
◼Added: Barcode decoder now supports monochrome images
Version 2.0.0
◼Added: Barcode reading support (EAN-13/UPC-A, UPC-E, EAN-8, Code 128, Code 39, Interleaved 2 of 5 and QR Code)
◼Added: TIEVisionBarCodeSymbol class
◼Added: TIEVisionBarCodeScanner class
◼Added: TIEVisionLibrary.createBarCodeScanner method
◼Added: TIEVisionLibrary.getLibraryInfo method
Version 1.0.4
◼Updated OCR library (now supports more languages with enhanced accuracy)
◼Changed: With OCR, English is no longer embedded
◼Changed: createOCR accepts only language code instead of file name
◼Added: OCR now supports multithreading
◼Removed: TIEVisionOCR.setAccuracy method
◼Added: TIEVisionOCR.getRegions, added onlyText parameter to get only text regions
◼Added: New methods for TIEVisionOCRWordBox: getConfidence, isBold, isItalic, isUnderlined, isMonospace, isSerif, isSmallCaps, getPointSize, getLanguage and getScriptDirection
◼Added: OCR now supports loading and detecting multiple languages (with the same TIEVisionOCR object)