Image Analytics
Image analysis tools that are deeply rooted in decades of remote sensing and earth observation sciences.
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Overview
Our image processing and analytical algorithms and environments have been helping professionals and researchers break new boundaries in remote sensing, and Earth observation sciences for decades, and is referenced in thousands of academic articles.
Object-based analysis
Classify, analyze, and compare discrete features extracted from your imagery using our powerful image segmentation, object-based classification, and time-series analysis capabilities accessible through our intuitive GUI and API.
Feature highlight: Object analyst
Object Analyst is an intuitive and interactive interface for segmenting and classifying objects from optical, and SAR image layers with machine learning.
Image Classification
Our unsupervised and supervised image classifiers use the latest machine learning technology that are specifically tuned for earth observation optical and SAR imagery.
Feature highlight: Random Trees (Forest)
Widely considered one of the most robust and consistent machine learning classifiers available today. Random Trees (Forest) is less sensitive to outliers, often producing more reliable results.
Change Detection
Detailed metadata at the image, band, and pixel level is stored within the CATALYST platform. Our spectral analysis tools give you the ability to assess vegetation health, mineral deposits, and the conditions of aging buildings and infrastructure.
Feature highlight: CHDETOP
Use over 27 different vegetation indices with VEGINDEX to measure vegetation density, general health, chlorophyll levels, and soil moisture.
Feature Extraction
Extract important features from imagery, such as buildings, equipment, roads, fields, and lineaments
Feature highlight: LINEAMENT EXTRACTION
Our popular LINE algorithm is very effective at identify and extracting natural and unnatural linear features in imagery, and DEMs.
Spectral Analysis
Metadata stored in data is captured on a per band and per pixel basis. Our spectral analysis tools give you the ability to assess vegetation health, mineral deposits, and the conditions of aging buildings and infrastructure.
Feature highlight: VegIndex
Use over 27 different vegetation indices with VEGINDEX to measure vegetation density, general health, chlorophyll levels, and soil moisture.
Image processing and data preparation
Data scientists and image analysts commonly report that about 80% of their time is spent preparing and preprocessing data for analysis. Our highly-automated image processing workflows reduce manual effort, time, and costs preparing data so more time can be spent on analytics.
Seamless integrations with other packages
The CATALYST platform provides scalable earth observation image processing capability that can be seamlessly integrated with other leading machine learning, AI, GIS and visualization platforms to deliver a better overall experience.
Common Integrations:
