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 data sets. 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.
Extract meaningful information from images, such as finding shapes, counting objects, identifying colors, or measuring object properties.
Determine region boundaries in an image using different approaches including automatic thresholding, edge-based methods, and morphology-based methods.
Align images to enable quantitative analysis or qualitative comparison using intensity-based, multimodal, and non-rigid registration techniques.
3D Image Processing Workflows
Visualize and perform complete image processing workflows on 3D volumes.
Hyperspectral Image Processing
Read, write, and visualize hyperspectral data in a variety of file formats and process the data using algorithms such as Smile reduction, NDVI, or identifying spectral indices.
Deep Learning in Image Processing
Perform image processing tasks, such as removing image noise and performing image-to-image translation, using deep neural networks.
Enhance contrast, remove noise, and correct blurring using contrast adjustment, morphological operators, and custom or predefined filters.
Apps for Exploration and Discovery
Use apps to explore and discover various algorithmic approaches. With the Color Thresholder app, you can segment an image based on various color spaces. Image Region Analyzer app allows you to calculate the properties of regions in binary images.
Acceleration and Deployment
Automatically generate C/C++, CUDA®, and HDL code for prototyping and deploying image processing algorithms to CPUs, GPUs, FPGAs, and ASICs.
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