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Image Processing Toolbox

Perform image processing, visualization, and analysis

Image Processing Toolbox™ provides a comprehensive set of reference-standard algorithms and workflow apps for image processing, analysis, visualization, and algorithm development. You can perform image segmentation, image enhancement, noise reduction, geometric transformations, and image registration using deep learning and traditional image processing techniques. The toolbox supports processing of 2D, 3D, and arbitrarily large images.

Image Processing Toolbox apps let you automate common image processing workflows. You can interactively segment image data, compare image registration techniques, and batch-process large datasets. Visualization functions and apps let you explore images, 3D volumes, and videos; adjust contrast; create histograms; and manipulate regions of interest (ROIs).

You can accelerate your algorithms by running them on multicore processors and GPUs. Many toolbox functions support C/C++ code generation for desktop prototyping and embedded vision system deployment.

Get Started

Learn the basics of Image Processing Toolbox

Import, Export, and Conversion

Image data import and export, conversion of image types and classes

Display and Exploration

Interactive tools for image display and exploration

Geometric Transformation and Image Registration

Scale, rotate, perform other N-D transformations, and align images using intensity correlation, feature matching, or control point mapping

Image Filtering and Enhancement

Contrast adjustment, morphological filtering, deblurring, ROI-based processing

Image Segmentation and Analysis

Region analysis, texture analysis, pixel and image statistics

Deep Learning for Image Processing

Perform image processing tasks, such as removing image noise and performing image-to-image translation, using deep neural networks (requires Deep Learning Toolbox™)

3-D Volumetric Image Processing

Filter, segment, and perform other image processing operations on 3-D volumetric data

Hyperspectral Image Processing

Import, export, process, and visualize hyperspectral data

Code Generation and GPU Support

Generate C code, HDL code, and MEX functions, and run image processing code on a graphics processing unit (GPU)