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ilastik [1] is a user-friendly free open source software for image classification and segmentation. No previous experience in image processing is required to run the software. Since 2018 ilastik is further developed and maintained by Anna Kreshuk's group at European Molecular Biology Laboratory.
GrabCut is an image segmentation method based on graph cuts.. Starting with a user-specified bounding box around the object to be segmented, the algorithm estimates the color distribution of the target object and that of the background using a Gaussian mixture model.
opencv.github.io /cvat /about / Computer Vision Annotation Tool (CVAT) is an open source , web-based image and video annotation tool used for labeling data for computer vision algorithms. Originally developed by Intel , CVAT is designed for use by a professional data annotation team, with a user interface optimized for computer vision ...
OpenCV is a huge image and video processing library designed to work with many languages such as python, C/C++, Java, and more. It is the foundation for many of the applications you know that deal ...
Image segmentation: region growing, watershed, level sets [9] Classification: K-means, SVM, Markov random fields and access to all OpenCV machine learning algorithms [10] Change detection [11] Stereo reconstruction from images; Orthorectification and map projections (using ossim) [12] Radiometric indices (vegetation, water, soil) [13]
Automatic image segmentation; Analysis and visualization of diffusion tensor imaging data; Tracking of devices for image-guided procedures. Slicer is compiled for use on multiple computing platforms, including Windows, Linux, and macOS. Slicer is distributed under a BSD style, free, open source license. The license has no restrictions on use of ...
ITK is an open-source software toolkit for performing registration and segmentation. Segmentation is the process of identifying and classifying data found in a digitally sampled representation. Typically the sampled representation is an image acquired from such medical instrumentation as CT or MRI scanners. Registration is the task of aligning ...
OpenCV (Open Source Computer Vision Library) is a library of programming functions mainly for real-time computer vision. [2] Originally developed by Intel, it was later supported by Willow Garage, then Itseez (which was later acquired by Intel [3]).