Image Segmentation SDK Libraries
LEADTOOLS provides several different ways to automatically and manually segment images into text and image regions for .NET 6+, .NET Framework, .NET MAUI, Xamarin, UWP, C++ Class Library, C#, VB, C/C++, Java, Objective-C, Swift, and HTML / JavaScript developers. Image segmentation is important for improving OCR accuracy as well as increasing compression ratios within complex formats such as LEAD MRC, standard MRC T.44, and PDF. It is also useful in medical imaging for separating and identifying specific tissues, organs, and abnormalities.
Image Segmentation Libraries for OCR Preprocessing
LEADTOOLS OCR SDK libraries automatically detects different zones types such as text, graphic, and table in images. Image segmentation is an important step in OCR preprocessing because it helps improve recognition results and speed. LEADTOOLS exposes its powerful and flexible auto-zoning functionality for developers to use in any application that needs to automatically separate images, tables, and text within mixed-content images.
Image Segmentation Libraries for Medical Imaging
LEADTOOLS provides many powerful medical image processing functions that can isolate objects within medical images with features such as magic wand, region selection, window level, background removal, tissue equalization, histogram equalization, intensity detection, color threshold, and more. Medical image segmentation helps radiologists, oncologists, dentists, diagnosticians, and other health care professionals diagnose patient images with more accuracy and efficiency.
Image Segmentation Libraries for Compression
LEADTOOLS includes mixed raster content (MRC) image segmentation technology to optimize compression for images that consist of both text and color images. Standard compression schemes work well when an image is entirely comprised of either text or color elements. The MRC compression scheme segments images into text and color segment types and compresses each segment independently. This results in very high compression factors while retaining important image detail.
Easy to Integrate
LEADTOOLS handles the heavy lifting, eliminating months of R&D, while giving you the best quality and performance available. You'll be free to focus on other components of your application. Download the LEADTOOLS evaluation to streamline your development.
Image Segmentation SDK Platforms and Programming Interfaces
Operating Systems
Projects that use LEADTOOLS Image Segmentation libraries can be deployed to Windows, Linux, macOS, Android, iOS, and Web devices.
Frameworks
Developers that are leveraging these frameworks can utilize the Image Segmentation SDK: .NET 6+, .NET Framework, .NET MAUI, Xamarin, UWP, WinForms, C++ Class Library, ASP.NET, and Web Services / Web API (JSON, SOAP, REST)
Programming, Scripting, Markup
Image Segmentation code snippets and demo applications are provided for the following: C#, VB, XAML, C/C++, Java, Objective-C, Swift, and HTML / JavaScript
Start Coding with LEADTOOLS Image Segmentation
Image Segmentation libraries as well as all LEADTOOLS Recognition, Document, Medical, Vector, and Imaging technologies for all development and target platforms, including Windows, Linux, and macOS.
Online Demo Application that include Image Segmentation SDK Libraries
HTML5/JavaScript Image Processing
Apply some of the image processing functions offered in LEADTOOLS. LEADTOOLS provides more the 200 image processing functions and only a small subset is shown in this interactive demonstration:
- Flip
- Histogram Equalize
- Auto Color Level
- Invert
