@skekici

Suleyman Kivanc Ekici

@skekiciJoined August 2026

Building at the Intersection of AI, Software & Industry

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Suleyman Kivanc Ekici's blogs

Industrial Machine Vision and Roboticsmachinevision.hashnode.dev50 posts

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Recently published

SKSuleyman Kivanc Ekicimachinevision.hashnode.dev11h ago · 7 min read

Machine Vision MTF: Match Lens Resolution to Pixel Size

Use spatial frequency and contrast—not megapixel labels—to decide whether a lens can resolve the features sampled by an industrial camera. A new high-resolution camera is installed, but fine scratches

SKSuleyman Kivanc Ekicimachinevision.hashnode.dev11h ago · 7 min read

When to Use a Telecentric Lens for Machine Vision Measurement

Decide whether telecentric optics are justified by part-height variation, perspective error, edge uncertainty, and the required measurement tolerance. A washer diameter changes in the vision result wh

SKSuleyman Kivanc Ekicimachinevision.hashnode.dev11h ago · 8 min read

Scheimpflug Imaging for Angled Machine Vision Surfaces

Keep an inclined inspection plane sharp without closing the aperture until diffraction destroys the feature contrast. A camera views an oblique web, weld seam, or PCB. The near edge is sharp and the f

SKSuleyman Kivanc Ekicimachinevision.hashnode.dev11h ago · 7 min read

Industrial Color Machine Vision: Calibration and Validation

Build repeatable color decisions by controlling illumination spectrum, exposure, white balance, color transformation, and reference targets. A cap passes the red-versus-orange test in the morning and

SKSuleyman Kivanc Ekicimachinevision.hashnode.dev11h ago · 7 min read

NIR vs SWIR Machine Vision: Choose the Right Spectral Band

Select visible, near-infrared, or short-wave infrared imaging from material contrast, sensor physics, optics, lighting, and total integration cost. Two black plastics look identical to a visible camer

Suleyman Kivanc Ekici

About

Available for

Suleyman Kivanc Ekici's blogs

Recently published

Machine Vision MTF: Match Lens Resolution to Pixel Size

When to Use a Telecentric Lens for Machine Vision Measurement

Scheimpflug Imaging for Angled Machine Vision Surfaces

Industrial Color Machine Vision: Calibration and Validation

NIR vs SWIR Machine Vision: Choose the Right Spectral Band

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Suleyman Kivanc Ekici

About

Available for

Suleyman Kivanc Ekici's blogs

Recently published

Machine Vision MTF: Match Lens Resolution to Pixel Size

When to Use a Telecentric Lens for Machine Vision Measurement

Scheimpflug Imaging for Angled Machine Vision Surfaces

Industrial Color Machine Vision: Calibration and Validation

NIR vs SWIR Machine Vision: Choose the Right Spectral Band