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moonbit-thermal-vision

Thermal infrared matrix analysis toolkit for MoonBit.

thermal
infrared
vision
matrix
inspection
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Version
0.2.1
License
Apache-2.0
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yesterday
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#moonbit-thermal-vision

A pure MoonBit toolkit for analyzing calibrated thermal-infrared temperature matrices. It is designed for industrial inspection, equipment monitoring, low-light sensing, and educational pipelines where a camera or upstream adapter provides a numeric temperature grid.

#Core capabilities

  • Validated matrices with safe indexing, rows, crops, rescaling, mapping, and CSV.
  • Mixed-delimiter text parsing for comma, semicolon, space, and tab data.
  • Thermal statistics, percentiles, histograms, z-score anomalies, and gradients.
  • Gray, ironbow, and blue-red palettes with ASCII PPM export.
  • Threshold masks, morphology, connected regions, bounding boxes, and PBM export.
  • Local hotspot detection, frame deltas, row/column trends, and quality reports.
  • Emissivity/gain/offset calibration, mean/median filters, kernels, convolution, Laplacian and sharpening helpers.
  • Deterministic 2048-entry pseudocolor and normalization lookup tables for embedded/native deployments that need stable output without interpolation.

The root package owns the domain model and algorithms. cmd/main is a small demonstration; cmd/benchmark is a reproducible workload entry point.

#Quick start

moon run cmd/main

Library usage:

let matrix = @thermal.parse_temperature_matrix(
  #|31.2, 33.5, 35.1
  #|30.9, 48.8, 36.2
  #|29.8, 45.3, 34.4
)
let report = matrix.inspect_threshold(threshold=40.0)
let frame = matrix.colorize(palette=@thermal.Ironbow)
println(report.to_markdown())
println(frame.to_ppm_ascii())

#CLI and benchmark

The demo prints a Markdown inspection report and a PPM preview header:

moon run cmd/main
moon run --target native cmd/benchmark

The benchmark performs 100 real 8x8 frames through mean filtering, threshold region extraction, and statistics. On the development machine (MoonBit 0.1.20260807, Windows, native target), the measured workload completed in approximately 121–126 ms for the complete native command across five local runs (including process startup); the program prints a checksum so a run cannot silently skip the work. Re-run the command on your own target when comparing machines.

#Architecture

root package
├── matrix / types       validated data model and safe access
├── parse / export        text and portable PPM/PBM/CSV representations
├── palette               pseudocolor conversion
├── mask / regions        binary morphology and connected components
├── hotspots / analytics  local peaks, histograms, anomalies
├── calibration / quality input correction and quality classification
├── filters / spatial     smoothing, kernels, gradients, convolution
├── temporal / tracking   frame deltas, trends, and region trajectories
└── lookup_tables         deterministic 2048-entry edge-deployment LUTs

Algorithms operate on ordinary MoonBit arrays and standard-library types. No vendor SDK, generated runtime, or device-specific binary format is required. Private camera adapters can be layered above this package without changing its core data model.

#Testing and CI

The repository contains unit tests, documentation examples, and a broad boundary regression matrix. Run the same checks locally as CI:

moon fmt --check
moon check --deny-warn
moon info
moon test --deny-warn
moon build --target native

GitHub Actions tests Ubuntu, macOS, and Windows with the latest stable MoonBit installer, checks generated interfaces, runs all tests, and builds the native target. A separate workflow runs the benchmark smoke test on pushes to main.

#License

Apache-2.0. See LICENSE.

ThermalError

source
pub(all) suberror ThermalError {
  InvalidDimensions(width~ : Int, height~ : Int, values~ : Int)
  EmptyMatrix
  OutOfBounds(x~ : Int, y~ : Int, width~ : Int, height~ : Int)
  RaggedRows(expected~ : Int, actual~ : Int, row~ : Int)
  ParseNumber(token~ : String, row~ : Int, col~ : Int)
} derive(Eq, ToJson, 
Debug)

Anomaly

source
pub(all) struct Anomaly {
  point : ThermalPoint
  value : Double
  z_score : Double
} derive(Eq, ToJson, 
Debug)

BoundaryPixel

source
pub(all) struct BoundaryPixel {
  point : ThermalPoint
  value : Double
  normal_x : Int
  normal_y : Int
} derive(Eq, ToJson, 
Debug)

Calibration

source
pub(all) struct Calibration {
  emissivity : Double
  reflected_temperature : Double
  ambient_temperature : Double
  gain : Double
  offset : Double
} derive(Eq, ToJson, 
Debug)

Calibration::apply

source
fn Calibration::apply(calibration : Calibration, raw : Double) -> Double

Calibration::corrected_emission

source
fn Calibration::corrected_emission(calibration : Calibration, apparent : Double) -> Double

Calibration::identity

source
fn Calibration::identity() -> Calibration

Calibration::new

source
fn Calibration::new(emissivity~ : Double, reflected_temperature~ : Double, ambient_temperature~ : Double, gain? : Double, offset? : Double) -> Calibration

CalibrationReport

source
pub(all) struct CalibrationReport {
  before : ThermalStats
  after : ThermalStats
  calibration : Calibration
} derive(Eq, ToJson, 
Debug)

ColorFrame

source
pub(all) struct ColorFrame {
  width : Int
  height : Int
  pixels : Array[Rgb]
} derive(Eq, ToJson, 
Debug)

ColorFrame::pixel

source
fn ColorFrame::pixel(frame : ColorFrame, point : ThermalPoint) -> Rgb raise ThermalError

ColorFrame::to_ppm_ascii

source
fn ColorFrame::to_ppm_ascii(frame : ColorFrame) -> String

ColorFrame::to_ppm_ascii_wrapped

source
fn ColorFrame::to_ppm_ascii_wrapped(frame : ColorFrame, columns~ : Int) -> String

CsvOptions

source
pub(all) struct CsvOptions {
  delimiter : String
  decimals : Int
  include_header : Bool
} derive(Eq, ToJson, 
Debug)

CsvOptions::default

source
fn CsvOptions::default() -> CsvOptions

FilterKind

source
pub(all) enum FilterKind {
  Mean
  Median
  Minimum
  Maximum
} derive(Eq, ToJson, 
Debug)

FrameDelta

source
pub(all) struct FrameDelta {
  changed : Int
  mean_absolute : Double
  maximum_absolute : Double
  normalized : Double
} derive(Eq, ToJson, 
Debug)

HistogramBin

source
pub(all) struct HistogramBin {
  lower : Double
  upper : Double
  count : Int
} derive(Eq, ToJson, 
Debug)

Hotspot

source
pub(all) struct Hotspot {
  point : ThermalPoint
  temperature : Double
  contrast : Double
} derive(Eq, ToJson, 
Debug)

InspectionReport

source
pub(all) struct InspectionReport {
  frame_width : Int
  frame_height : Int
  threshold : Double
  stats : ThermalStats
  hotspots : Array[Hotspot]
  regions : Array[ThermalRegion]
} derive(Eq, ToJson, 
Debug)

InspectionReport::to_markdown

source
fn InspectionReport::to_markdown(report : InspectionReport) -> String

Kernel

source
pub(all) struct Kernel {
  width : Int
  height : Int
  values : Array[Double]
} derive(Eq, ToJson, 
Debug)

Kernel::box

source
fn Kernel::box(size~ : Int) -> Kernel raise ThermalError

Kernel::new

source
fn Kernel::new(width~ : Int, height~ : Int, values~ : Array[Double]) -> Kernel raise ThermalError

MotionSummary

source
pub(all) struct MotionSummary {
  track_count : Int
  active_count : Int
  total_observations : Int
  fastest_track : Int
  hottest_track : Int
} derive(Eq, ToJson, 
Debug)

Palette

source
pub(all) enum Palette {
  Gray
  Ironbow
  BlueRed
} derive(Eq, ToJson, 
Debug)

ProfileSample

source
pub(all) struct ProfileSample {
  distance : Int
  temperature : Double
} derive(Eq, ToJson, 
Debug)

QualitySummary

source
pub(all) struct QualitySummary {
  total : Int
  valid : Int
  missing : Int
  non_finite : Int
  below_limit : Int
  above_limit : Int
  min_valid : Double
  max_valid : Double
} derive(Eq, ToJson, 
Debug)

QualitySummary::to_markdown

source
fn QualitySummary::to_markdown(summary : QualitySummary) -> String

Rgb

source
pub(all) struct Rgb {
  r : Int
  g : Int
  b : Int
} derive(Eq, ToJson, 
Debug)

Rgb::new

source
fn Rgb::new(r~ : Int, g~ : Int, b~ : Int) -> Rgb

SampleQuality

source
pub(all) enum SampleQuality {
  Valid
  Missing
  NonFinite
  BelowPhysicalLimit
  AbovePhysicalLimit
} derive(Eq, ToJson, 
Debug)

SignalPeak

source
pub(all) struct SignalPeak {
  index : Int
  value : Double
  prominence : Double
  width : Int
} derive(Eq, ToJson, 
Debug)

TemperatureLimits

source
pub(all) struct TemperatureLimits {
  minimum : Double
  maximum : Double
} derive(Eq, ToJson, 
Debug)

TemperatureLimits::contains

source
fn TemperatureLimits::contains(limits : TemperatureLimits, value : Double) -> Bool

TemperatureLimits::new

source
fn TemperatureLimits::new(minimum~ : Double, maximum~ : Double) -> TemperatureLimits

TemperatureRange

source
pub(all) struct TemperatureRange {
  min : Double
  max : Double
} derive(Eq, ToJson, 
Debug)

TemperatureRange::contains

source
fn TemperatureRange::contains(range : TemperatureRange, value : Double) -> Bool

TemperatureRange::span

source
fn TemperatureRange::span(range : TemperatureRange) -> Double

ThermalMask

source
pub(all) struct ThermalMask {
  width : Int
  height : Int
  cells : Array[Bool]
} derive(Eq, ToJson, 
Debug)

ThermalMask::bounding_box

source
fn ThermalMask::bounding_box(mask : ThermalMask) -> ThermalRegion?

ThermalMask::close

source
fn ThermalMask::close(mask : ThermalMask, radius? : Int) -> ThermalMask

ThermalMask::count

source
fn ThermalMask::count(mask : ThermalMask) -> Int

ThermalMask::dilate

source
fn ThermalMask::dilate(mask : ThermalMask, radius? : Int) -> ThermalMask

ThermalMask::erode

source
fn ThermalMask::erode(mask : ThermalMask, radius? : Int) -> ThermalMask

ThermalMask::fill_holes

source
fn ThermalMask::fill_holes(mask : ThermalMask) -> ThermalMask

ThermalMask::get

source
fn ThermalMask::get(mask : ThermalMask, point : ThermalPoint) -> Bool raise ThermalError

ThermalMask::intersection

source
fn ThermalMask::intersection(a : ThermalMask, b : ThermalMask) -> ThermalMask raise ThermalError

ThermalMask::invert

source
fn ThermalMask::invert(mask : ThermalMask) -> ThermalMask

ThermalMask::new

source
fn ThermalMask::new(width~ : Int, height~ : Int, cells~ : Array[Bool]) -> ThermalMask raise ThermalError

ThermalMask::open

source
fn ThermalMask::open(mask : ThermalMask, radius? : Int) -> ThermalMask

ThermalMask::remove_small_components

source
fn ThermalMask::remove_small_components(mask : ThermalMask, minimum_area~ : Int) -> ThermalMask

ThermalMask::to_ascii

source
fn ThermalMask::to_ascii(mask : ThermalMask, hot? : String, cold? : String) -> String

ThermalMask::to_pbm_ascii

source
fn ThermalMask::to_pbm_ascii(mask : ThermalMask) -> String

ThermalMask::union

source

ThermalMatrix

source
pub(all) struct ThermalMatrix {
  width : Int
  height : Int
  values : Array[Double]
} derive(Eq, ToJson, 
Debug)

ThermalMatrix::adaptive_mask

source
fn ThermalMatrix::adaptive_mask(matrix : ThermalMatrix, mode : ThresholdMode) -> ThermalMask raise ThermalError

ThermalMatrix::anomalies

source
fn ThermalMatrix::anomalies(matrix : ThermalMatrix, z_limit? : Double) -> Array[Anomaly] raise ThermalError

ThermalMatrix::boundary

source
fn ThermalMatrix::boundary(matrix : ThermalMatrix, mask : ThermalMask) -> Array[BoundaryPixel] raise ThermalError

ThermalMatrix::calibrate

source
fn ThermalMatrix::calibrate(matrix : ThermalMatrix, calibration : Calibration) -> ThermalMatrix

ThermalMatrix::calibration_report

source
fn ThermalMatrix::calibration_report(matrix : ThermalMatrix, calibration : Calibration) -> CalibrationReport raise ThermalError

ThermalMatrix::colorize

source
fn ThermalMatrix::colorize(matrix : ThermalMatrix, palette? : Palette, range? : TemperatureRange) -> ColorFrame raise ThermalError

ThermalMatrix::colorize_lut

source
fn ThermalMatrix::colorize_lut(matrix : ThermalMatrix, palette? : Palette, range? : TemperatureRange) -> ColorFrame

ThermalMatrix::column_signal

source
fn ThermalMatrix::column_signal(matrix : ThermalMatrix, x : Int) -> Array[Double] raise ThermalError

fn ThermalMatrix::column_trends(matrix : ThermalMatrix) -> Array[Trend]

ThermalMatrix::convolve

source
fn ThermalMatrix::convolve(matrix : ThermalMatrix, kernel : Kernel) -> ThermalMatrix

ThermalMatrix::correct_emissivity

source
fn ThermalMatrix::correct_emissivity(matrix : ThermalMatrix, calibration : Calibration) -> ThermalMatrix

ThermalMatrix::crop

source
fn ThermalMatrix::crop(matrix : ThermalMatrix, origin~ : ThermalPoint, width~ : Int, height~ : Int) -> ThermalMatrix raise ThermalError

ThermalMatrix::delta

source

ThermalMatrix::detect_hotspots

source
fn ThermalMatrix::detect_hotspots(matrix : ThermalMatrix, min_temp~ : Double, radius? : Int, min_contrast? : Double, limit? : Int) -> Array[Hotspot]

ThermalMatrix::filter

source
fn ThermalMatrix::filter(matrix : ThermalMatrix, radius? : Int, kind? : FilterKind) -> ThermalMatrix

ThermalMatrix::from_rows

source
fn ThermalMatrix::from_rows(rows : Array[Array[Double]]) -> ThermalMatrix raise ThermalError

ThermalMatrix::get

source
fn ThermalMatrix::get(matrix : ThermalMatrix, point : ThermalPoint) -> Double raise ThermalError

ThermalMatrix::gradient

source
fn ThermalMatrix::gradient(matrix : ThermalMatrix) -> ThermalMatrix

ThermalMatrix::histogram

source
fn ThermalMatrix::histogram(matrix : ThermalMatrix, bins~ : Int) -> Array[HistogramBin] raise ThermalError

ThermalMatrix::hot_fraction

source
fn ThermalMatrix::hot_fraction(matrix : ThermalMatrix, threshold~ : Double) -> Double

ThermalMatrix::index

source
fn ThermalMatrix::index(matrix : ThermalMatrix, point : ThermalPoint) -> Int raise ThermalError

ThermalMatrix::inspect_threshold

source
fn ThermalMatrix::inspect_threshold(matrix : ThermalMatrix, threshold~ : Double, hotspot_limit? : Int) -> InspectionReport raise ThermalError

ThermalMatrix::laplacian

source
fn ThermalMatrix::laplacian(matrix : ThermalMatrix) -> ThermalMatrix raise ThermalError

ThermalMatrix::line_profile

source
fn ThermalMatrix::line_profile(matrix : ThermalMatrix, start~ : ThermalPoint, end~ : ThermalPoint) -> Array[ProfileSample] raise ThermalError

ThermalMatrix::map

source
fn ThermalMatrix::map(matrix : ThermalMatrix, f : (Double) -> Double) -> ThermalMatrix

ThermalMatrix::masked_values

source
fn ThermalMatrix::masked_values(matrix : ThermalMatrix, mask : ThermalMask) -> Array[Double] raise ThermalError

ThermalMatrix::mean_filter

source
fn ThermalMatrix::mean_filter(matrix : ThermalMatrix, radius? : Int) -> ThermalMatrix

ThermalMatrix::median_filter

source
fn ThermalMatrix::median_filter(matrix : ThermalMatrix, radius? : Int) -> ThermalMatrix

ThermalMatrix::new

source
fn ThermalMatrix::new(width~ : Int, height~ : Int, values~ : Array[Double]) -> ThermalMatrix raise ThermalError

ThermalMatrix::peak_map

source
fn ThermalMatrix::peak_map(matrix : ThermalMatrix, radius? : Int) -> ThermalMask

ThermalMatrix::quality

source
fn ThermalMatrix::quality(matrix : ThermalMatrix, limits : TemperatureLimits) -> QualitySummary

ThermalMatrix::range

source

ThermalMatrix::region_adjacency

source
fn ThermalMatrix::region_adjacency(matrix : ThermalMatrix, regions : Array[ThermalRegion]) -> Array[Array[Int]]

ThermalMatrix::rescale

source
fn ThermalMatrix::rescale(matrix : ThermalMatrix, width~ : Int, height~ : Int) -> ThermalMatrix raise ThermalError

ThermalMatrix::roi

source

ThermalMatrix::roi_column_profile

source
fn ThermalMatrix::roi_column_profile(matrix : ThermalMatrix, roi : ThermalRoi) -> Array[Double] raise ThermalError

ThermalMatrix::roi_mean_profile

source
fn ThermalMatrix::roi_mean_profile(matrix : ThermalMatrix, roi : ThermalRoi) -> Array[Double] raise ThermalError

ThermalMatrix::roi_stats

source
fn ThermalMatrix::roi_stats(matrix : ThermalMatrix, roi : ThermalRoi) -> ThermalStats raise ThermalError

ThermalMatrix::row

source
fn ThermalMatrix::row(matrix : ThermalMatrix, y : Int) -> Array[Double] raise ThermalError

ThermalMatrix::row_signal

source
fn ThermalMatrix::row_signal(matrix : ThermalMatrix, y : Int) -> Array[Double] raise ThermalError

fn ThermalMatrix::row_trends(matrix : ThermalMatrix) -> Array[Trend] raise ThermalError

ThermalMatrix::sharpen

source
fn ThermalMatrix::sharpen(matrix : ThermalMatrix, amount? : Double) -> ThermalMatrix raise ThermalError

ThermalMatrix::stats

source

ThermalMatrix::threshold_mask

source
fn ThermalMatrix::threshold_mask(matrix : ThermalMatrix, min_temp~ : Double, max_temp? : Double) -> ThermalMask

ThermalMatrix::threshold_regions

source
fn ThermalMatrix::threshold_regions(matrix : ThermalMatrix, min_temp~ : Double, max_temp? : Double) -> Array[ThermalRegion]

ThermalMatrix::threshold_value

source
fn ThermalMatrix::threshold_value(matrix : ThermalMatrix, mode : ThresholdMode) -> Double raise ThermalError

ThermalMatrix::to_csv

source
fn ThermalMatrix::to_csv(matrix : ThermalMatrix) -> String

ThermalMatrix::to_csv_with

source
fn ThermalMatrix::to_csv_with(matrix : ThermalMatrix, options : CsvOptions) -> String

ThermalMatrix::track_frame_sequence

source
fn ThermalMatrix::track_frame_sequence(frames : Array[ThermalMatrix], threshold~ : Double, config? : TrackingConfig) -> Array[ThermalTrack]

ThermalMatrix::unsafe_get

source
fn ThermalMatrix::unsafe_get(matrix : ThermalMatrix, x~ : Int, y~ : Int) -> Double

ThermalMatrix::valid_mask

source
fn ThermalMatrix::valid_mask(matrix : ThermalMatrix, limits : TemperatureLimits) -> ThermalMask

ThermalMatrix::weighted_mean

source
fn ThermalMatrix::weighted_mean(matrix : ThermalMatrix, weights : ThermalMatrix) -> Double raise ThermalError

ThermalPoint

source
pub(all) struct ThermalPoint {
  x : Int
  y : Int
} derive(Eq, ToJson, 
Debug)

ThermalPoint::chebyshev

source
fn ThermalPoint::chebyshev(a : ThermalPoint, b : ThermalPoint) -> Int

ThermalPoint::manhattan

source
fn ThermalPoint::manhattan(a : ThermalPoint, b : ThermalPoint) -> Int

ThermalPoint::neighbors

source
fn ThermalPoint::neighbors(point : ThermalPoint, connectivity? : Int) -> Array[ThermalPoint]

ThermalPoint::new

source
fn ThermalPoint::new(x~ : Int, y~ : Int) -> ThermalPoint

ThermalPoint::translate

source
fn ThermalPoint::translate(point : ThermalPoint, dx~ : Int, dy~ : Int) -> ThermalPoint

ThermalRegion

source
pub(all) struct ThermalRegion {
  id : Int
  pixels : Array[ThermalPoint]
  min_x : Int
  min_y : Int
  max_x : Int
  max_y : Int
  min_temp : Double
  max_temp : Double
  average_temp : Double
  peak : ThermalPoint
} derive(Eq, ToJson, 
Debug)

ThermalRegion::area

source
fn ThermalRegion::area(region : ThermalRegion) -> Int

ThermalRegion::centroid

source
fn ThermalRegion::centroid(region : ThermalRegion) -> ThermalPoint

ThermalRegion::compactness

source
fn ThermalRegion::compactness(region : ThermalRegion) -> Double

ThermalRegion::perimeter

source
fn ThermalRegion::perimeter(region : ThermalRegion) -> Int

ThermalRegion::summary

source
fn ThermalRegion::summary(region : ThermalRegion) -> String

ThermalRoi

source
pub(all) struct ThermalRoi {
  origin : ThermalPoint
  width : Int
  height : Int
} derive(Eq, ToJson, 
Debug)

ThermalRoi::area

source
fn ThermalRoi::area(roi : ThermalRoi) -> Int

ThermalRoi::contains

source
fn ThermalRoi::contains(roi : ThermalRoi, point : ThermalPoint) -> Bool

ThermalRoi::end

source

ThermalRoi::intersection

source
fn ThermalRoi::intersection(a : ThermalRoi, b : ThermalRoi) -> ThermalRoi?

ThermalRoi::new

source
fn ThermalRoi::new(origin~ : ThermalPoint, width~ : Int, height~ : Int) -> ThermalRoi raise ThermalError

ThermalRoi::union

source

ThermalStats

source
pub(all) struct ThermalStats {
  count : Int
  min : Double
  max : Double
  mean : Double
  stddev : Double
  p50 : Double
  p90 : Double
  p95 : Double
} derive(Eq, ToJson, 
Debug)

ThermalTrack

source
pub(all) struct ThermalTrack {
  id : Int
  observations : Array[TrackObservation]
  active : Bool
} derive(Eq, ToJson, 
Debug)

ThermalTrack::last

source

ThermalTrack::length

source
fn ThermalTrack::length(track : ThermalTrack) -> Int

ThermalTrack::peak

source

ThermalTrack::to_markdown

source
fn ThermalTrack::to_markdown(track : ThermalTrack) -> String

ThermalTrack::velocity

source
fn ThermalTrack::velocity(track : ThermalTrack) -> ThermalPoint

ThresholdMode

source
pub(all) enum ThresholdMode {
  Absolute(Double)
  MeanOffset(Double)
  MedianOffset(Double)
  Percentile(Double)
} derive(Eq, ToJson, 
Debug)

TrackObservation

source
pub(all) struct TrackObservation {
  frame : Int
  point : ThermalPoint
  temperature : Double
  area : Int
} derive(Eq, ToJson, 
Debug)

TrackingConfig

source
pub(all) struct TrackingConfig {
  maximum_distance : Int
  maximum_gap : Int
  minimum_temperature : Double
} derive(Eq, ToJson, 
Debug)

TrackingConfig::default

source

Trend

source
pub(all) struct Trend {
  slope : Double
  intercept : Double
  first : Double
  last : Double
  direction : Int
} derive(Eq, ToJson, 
Debug)

autocorrelation

source
fn autocorrelation(values : Array[Double], lag~ : Int) -> Double

auxiliary_lut_resolution

source
fn auxiliary_lut_resolution() -> Int

blue_red_lut

source
fn blue_red_lut() -> Array[Rgb]

classify_temperature

source
fn classify_temperature(value : Double, limits : TemperatureLimits) -> SampleQuality

confidence_lut

source
fn confidence_lut() -> Array[Double]

derivative

source
fn derivative(values : Array[Double]) -> Array[Double]

edge_response_lut

source
fn edge_response_lut() -> Array[Double]

find_peaks

source
fn find_peaks(values : Array[Double], minimum_prominence? : Double, minimum_distance? : Int) -> Array[SignalPeak]

gamma_lut

source
fn gamma_lut() -> Array[Double]

gray_lut

source
fn gray_lut() -> Array[Rgb]

integrate

source
fn integrate(values : Array[Double], step? : Double) -> Double

ironbow_lut

source
fn ironbow_lut() -> Array[Rgb]

lut_resolution

source
fn lut_resolution() -> Int

normalized_temperature_lut

source
fn normalized_temperature_lut() -> Array[Double]

parse_temperature_matrix

source
fn parse_temperature_matrix(text : String) -> ThermalMatrix raise ThermalError

quantization_lut

source
fn quantization_lut() -> Array[Int]

second_derivative

source
fn second_derivative(values : Array[Double]) -> Array[Double]

smooth_signal

source
fn smooth_signal(values : Array[Double], radius? : Int) -> Array[Double]

summarize_tracks

source
fn summarize_tracks(tracks : Array[ThermalTrack]) -> MotionSummary

track_regions

source
fn track_regions(frames : Array[Array[ThermalRegion]], config? : TrackingConfig) -> Array[ThermalTrack]

trend

source
fn trend(values : Array[Double]) -> Trend

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