Materials Science
Slide to see how MIPAR can handle different materials science applications
Strips: Yellow Globs: PurpleHere we segmented rounder particles from acicular features in [α+β]-processed Ti-alloy microstructures |
Separate Color = Separate GrainWe analyzed grains along their boundaries which allows us to count the number of grains that each grain is in contact with |
Ferrite: Green Martensite: RedWe 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 |
Life Science
Slide to see how MIPAR can analyze different life science images
Cardiomyoctyes: Blue OutlineWe found separate cardiomyocyte cells with a Hematoxylin eosin stain |
Cortex: Green Vessels: RedWe can extract xylem vessels and cross-section from plant root images and count the number of xylem vessels |
Separate Color = Separate CellMIPAR can use a generic cell finding Recipe for various biological images. |
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 |
Particle Analysis
Slide to see how MIPAR can analyze different particles
Separate Color = Separate ParticleWe 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 FineHere we segmented irregular-shaped particles for applications such as powder particle size analysis |
Separate Color = Separate ParticleMIPAR 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
Separate Color = Separate GrainWe segmented a clinopyroxene structure by size using the Color by Measure tool |
Orange Crystals Blue CrystalsMIPAR segmented and identified potassium sulfate micro crystals based on size and shape |
Dark: Red Light: GreenHere we segmented a micaschist with crenulation in order to find the material percent composition |
Other Applications Include:
- Biomaterials
- Ceramics - Composites - Construction Materials - Crystallography |
- Failure Analysis
- Food Sciences - Textile - Glasses - Materials characterization |
- Metamaterials
- Nano-materials - Strength Testing - Plastics - Polymers |
Everything Else
Slide to see how MIPAR can analyze all kinds of images
Houses: Red Trees: GreenWe can distinguish trees from buildings in a typical remote sensing images. |
Strawberries: Red Stems: GreenHere we can separate berries from their stems using Channel Operations, and count the total number of strawberries. |
Forest Areas: Red OutlineMIPAR 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 |