Applications in...

Materials Science

Slide to see how MIPAR can handle different materials science applications

Strips: Yellow     Globs: Purple

Here we segmented rounder particles from acicular features in [α+β]-processed Ti-alloy microstructures.

Separate Color = Separate Grain

We analyzed grains along their boundaries which allows us to count the number of grains that each grain is in contact with.

Ferrite: Green    Martensite: Red

We segmented ferrite from surrounding martensite in martensitic stainless steel weld cross-sections.

Other Applications Include:


- Additive manufacturing
- Earth science
- Geochemistry
- Geology
​- Microbial ecology

- Mineral processing
- Nano-materials
​- Nickel-base superalloys
- Nuclear materials
​​- Semiconductors

- Shape memory alloys
- Steels
- Thermoelectric materials
- Titanium metallurgy
​- Welding

Particle Analysis

Slide to see how MIPAR can analyze different particles

Separate Color = Separate Particle

We can detect and count basic particles on a dark background that will sort by size by using the Color By Measure tool after loading a Recipe.

Coarse     Medium     Fine     Very Fine

Here we segmented irregular-shaped particles for applications such as powder particle size analysis.

Separate Color = Separate Particle

MIPAR analyzed transparent crystals with a dark outline, and classified particles by shape and size. 

Other Applications Include:

- Agriculture
​- Chemicals
​- Energy
- Environmental Science
- Mining
​- Particle Hydrodynamics
- Particle Size
- Particle Shape
​- Particle Count

Earth Science

Slide to see how MIPAR can analyze different materials

Coarse: Red    Fine: Green

We segmented reinforcement particles into coarse and fine populations in asphalt.

Core        Shell        Background

MIPAR segmented the core and shell features from airborne particles from the background to identify different structures.

Particles: Red    Matrix: Blue

Here we analyzed the grains from surrounding matrix and separated the particles in a geological sample. 

Other Applications Include:

- Biomaterials
- Ceramics
- Composites
- Construction Materials
- Crystallography
- Failure Analysis
- Food Sciences
- Textile 
- Glasses
​- Materials characterization

​
- Metamaterials
​- Nano-materials
- Strength Testing
​- Plastics
- Polymers

Life Science

Slide to see how MIPAR can analyze different life science images

 Cardiomyoctyes: Blue Outline

We found separate cardiomyocyte cells with a Hematoxylin eosin stain

Separate Color = Separate Cell

MIPAR can use a generic cell finding Recipe for various biological images.

Cortex: Green    Vessels: Red

We can extract xylem vessels and cross-section from plant root images and count the number of xylem vessels.

Other Applications Include:

- Agriculture 
- Biomedical Science
- Biomechanics
- Cancer research
​- Cardiology
- Cell Counting
- Collective Cell Migration
- Computational biology
- Cytotoxicity testing
- Developmental biology
 
- Immunohistochemisty
- Medical science
- Neuroscience
- Tissue engineering
​- Zoology

Everything Else

Slide to see how MIPAR can analyze all kinds of images

Houses: Red    Trees: Green

We can ​distinguish trees from buildings in a typical remote sensing images.

Strawberries: Red    Stems: Green

Here we can separate berries from their stems using Channel Operations, and count the total number of strawberries. 

Forest Areas: Red Outline

MIPAR ​can detect areas of forest from aerial and satellite images.

Other Applications Include:

- Augmented reality
- Aerial photography
- Ceramics
​- Facial Detection
- Food Science
- Item counting 
- Land detection
​- Machine Vision
- Pulp and Paper science
- Robotic Vision
- Security
​​- Statistics
- Text extraction
- Video quality
- Virtual reality
What's Next?

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