Develop full‑resolution, distortion‑corrected images from many frames—fast, precise, production‑ready. Intelgic engineers custom image processing and complex stitching software for manufacturing, R&D, and inspection. We handle line‑scan and area‑scan, multi‑camera arrays, encoder‑synchronized capture, and stage‑based mosaics to produce seamless, metrically accurate images ready for defect detection, measurement, reporting, and analytics.
Vision tasks often exceed a single field of view—long parts, wide webs, large panels, micro features at high magnification. Intelgic’s stitching stack turns fragmented frames into a single, georeferenced canvas so your teams can detect, measure, and trace with confidence.
Area‑scan (2D), line‑scan (1D), TDI, multi‑camera arrays, rotating fixtures, XY/XYZ stages, conveyor/encoder sync.
Feature‑based (SIFT/ORB/AKAZE), phase correlation, sub‑pixel registration, RANSAC outlier rejection, affine/projective/homography models, bundle adjustment.
Lens distortion correction (radial/tangential), telecentric calibration, stage mapping & non‑linearity compensation, encoder scale/phase calibration, motion‑induced shear correction.
Gain/exposure compensation, flat‑field correction, vignetting removal, HDR merge + tone mapping, color balancing & ΔE reports.
Seam finding, multi‑band blending, ghost removal, parallax‑aware warps, dynamic seam reflow around ROIs.
GPU‑accelerated pipelines, tiled/streaming stitching for meter‑scale images, out‑of‑core memory, on‑the‑fly pyramid generation for zoomable viewers (Deep Zoom/IIIF).
Pixel‑to‑mm calibration, traceable rulers/grids, uncertainty budgets, NIST‑traceable artifacts.
Layered defect overlays, region‑wise statistics, measurements (length/area/perimeter), annotations, recipe‑based acceptance.
C++/C#/Python APIs, REST/gRPC services, file watchers, and message bus integration (MQTT/Kafka).
Continuous stitching synchronized with encoder counts; handles speed variation, slippage, missing ticks.
Cylindrical unroll for tubes, bottles, shafts with top‑dead‑center alignment and axial blending.
Raster or serpentine scans for microscopes, PCBs, dies, slides; stage backlash compensation and overlap tuning.
Overlapping FOVs, timing alignment, color equalization, shared calibration.
Glass, metal sheets, wooden panels, textiles, printed tiles/ceramics—stitch + overlay defect maps and CMYK deltas against master references.
Orthorectified composites (if provided IMU/pose), map‑like outputs.
Checkerboard & dot grid patterns, single‑shot line‑scan distortion charts, telecentric validation.
Encoder‑linked strobes, adaptive overlap %, motion‑blur guards, rolling‑shutter compensation.
Seam visibility score, intensity continuity score, registration residuals, per‑tile sharpness MTF.
Lossless image codecs (TIFF/PNG), high‑bit‑depth (12–16‑bit), tiled TIFF/BigTIFF, cloud buckets or on‑prem NAS.
Multi‑GPU nodes, distributed stitching, microservices with autoscaling; resumable jobs for long scans.
Yes—phase/scale calibration, slip compensation, and speed drift handling are built‑in.
Yes—we provide geometric unwrapping with axial alignment and diameter calibration.
No—our calibrated pipeline preserves metric fidelity with sub‑pixel registration and error reporting.
Absolutely—Intelgic’s AOI/ML modules run on the stitched canvas or on tiles for throughput.
Gigapixel‑scale images are supported with tiled storage and pyramid viewers.
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