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Image Processing Toolbox

Perform image processing, analysis, and algorithm development

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, image registration, and 3D image processing.

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.

Getting 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 creating high-resolution images from low-resolutions images, using convolutional neural networks (requires Deep Learning Toolbox™)

3-D Volumetric Image Processing

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

Code Generation

Generate C code and MEX functions for toolbox functions

GPU Computing

Run image processing code on a graphics processing unit (GPU)