tone_curve_correction_module.py

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import ctypes
 
from ids_peak_common import PixelFormat, Interval
from ids_peak_common.serialization import IArchive
from ids_peak_icv import lib_loader
from ids_peak_icv.backend.datatypes import peak_icv_tone_curve_correction_handle, peak_icv_interval_f
from ids_peak_icv.backend.utils import execute_and_map_return_codes
from ids_peak_icv.datatypes.image import Image
from ids_peak_icv.pipeline._internal.module_base import ModuleBase
 
 
class ToneCurveCorrectionModule(ModuleBase):
    """!
    @brief
    A pipeline module for applying tone curve corrections such as gamma adjustment
    and digital black offset.
 
    Both, gamma and digital black corrections can be individually enabled or disabled.
 
    Default configuration:
    - gamma = 1.0
    - digital black = 0.0
 
    @ingroup ids_peak_icv_python_pipeline_modules
    @since ids_peak_icv 1.0
    """
 
    DEFAULT_GAMMA: float = 1.0
    DEFAULT_DIGITAL_BLACK: float = 0.0
 
    SUPPORTED_PIXEL_FORMATS = [
        PixelFormat.MONO_8, PixelFormat.MONO_10, PixelFormat.MONO_12, PixelFormat.MONO_16, PixelFormat.RGB_8,
        PixelFormat.RGB_10, PixelFormat.RGB_12, PixelFormat.BGR_8, PixelFormat.BGR_10, PixelFormat.BGR_12,
        PixelFormat.RGBA_8, PixelFormat.RGBA_10, PixelFormat.RGBA_12,
        PixelFormat.BGRA_8, PixelFormat.BGRA_10, PixelFormat.BGRA_12
    ]
 
    def __init__(self) -> None:
        """!
        @brief
        Initialize a tone curve correction module with default settings.
 
        @since ids_peak_icv 1.0
        """
        super().__init__()
 
        handle = peak_icv_tone_curve_correction_handle()
        execute_and_map_return_codes(
            lib_loader.dll().peak_icv_Preprocessing_ToneCurveCorrection_Create,
            ctypes.pointer(handle),
        )
 
        self._handle = handle
        self._gamma = 1.0
        self._digital_black = 0.0
        self._gamma_enabled = True
        self._digital_black_enabled = True
 
    def __del__(self) -> None:
        if hasattr(self, "_handle") and self._handle:
            lib_loader.dll().peak_icv_Preprocessing_ToneCurveCorrection_Destroy(self._handle)
 
    @property
    def type(self) -> str:
        """!
        @brief
        Returns the type of the module for serialization purposes.
        @return Module type
 
        @since ids_peak_icv 1.0
        """
        return self.__class__.__name__.replace("Module", "")
 
    @property
    def enabled(self) -> bool:
        """!
        @brief
        Get whether this module is enabled.
 
        When disabled, :func:`process` returns the input image unchanged.
 
        @return True if the module is enabled, False otherwise.
 
        @since ids_peak_icv 1.0
        """
        return self.digital_black_enableddigital_black_enableddigital_black_enabled or self._gamma_enabled
 
    @enabled.setter
    def enabled(self, value: bool) -> None:
        """!
        @brief
        Enable or disable the module.
 
        When disabled, :func:`process` returns the input image unchanged.
 
        @param value: True to enable, False to disable.
 
        @since ids_peak_icv 1.0
        """
        self._digital_black_enabled = value
        self._gamma_enabled = value
 
    @property
    def gamma(self) -> float:
        """!
        @brief
        Gets the current gamma correction exponent.
 
        @return The gamma exponent currently set.
 
        @since ids_peak_icv 1.0
        """
        return self._gamma
 
    @gamma.setter
    def gamma(self, value: float) -> None:
        """!
        @brief
       Sets the gamma correction exponent.
 
       This value determines the degree of inverse gamma correction applied during processing,
       where output values are computed as pow(input, 1/gamma).
       Higher gamma values lighten the image, while values closer to zero darken it.
 
       @note The gamma exponent must be within the valid range returned by gamma_range property.
 
       @param value: The gamma exponent.
 
       @since ids_peak_icv 1.0
       """
        self._gamma = value
        if self._gamma_enabled:
            self._apply_gamma(value)
 
    @property
    def gamma_range(self) -> Interval:
        """!
        @brief
        Returns the valid range for the gamma correction exponent.
 
        @return An Interval containing the minimum and maximum allowed gamma values.
 
        @since ids_peak_icv 1.0
        """
        c_interval = peak_icv_interval_f()
        execute_and_map_return_codes(lib_loader.dll().peak_icv_Preprocessing_ToneCurveCorrection_GetGammaRange,
                                     self._handle, ctypes.pointer(c_interval))
        return Interval(c_interval.minimum, c_interval.maximum)
 
    @property
    def gamma_enabled(self) -> bool:
        """!
        @brief
        Whether gamma correction is enabled.
 
        @return True if gamma is applied during processing.
 
        @since ids_peak_icv 1.0
        """
        return self._gamma_enabled
 
    @gamma_enabled.setter
    def gamma_enabled(self, enabled: bool) -> None:
        """!
        @brief
        Whether gamma correction is enabled.
 
        @param enabled: True if gamma correction is enabled.
 
        @since ids_peak_icv 1.0
        """
        self._gamma_enabled = enabled
        if enabled:
            self._apply_gamma(self._gamma)
 
    @property
    def digital_black(self) -> float:
        """!
        @brief
        Gets the current digital black offset.
 
        @return The digital black value currently set.
 
        @since ids_peak_icv 1.0
        """
        return self._digital_black
 
    @digital_black.setter
    def digital_black(self, value: float) -> None:
        """!
        @brief
        Sets the digital black used for digital black correction.
 
        This value is subtracted from the input image channel values before gamma correction. It typically represents sensor black offset.
 
        \note The digital black must be within the valid range returned by digital_black_range property.
 
        @param value: The digital black value in normalized units.
 
        @since ids_peak_icv 1.0
        """
        self._digital_black = value
        if self._digital_black_enabled:
            self._apply_digital_black(value)
 
    @property
    def digital_black_range(self) -> Interval:
        """!
        @brief
        Returns the valid range for the digital black correction value.
 
        @return An Interval containing the minimum and maximum allowed digital black values.
 
        @since ids_peak_icv 1.0
        """
        c_interval = peak_icv_interval_f()
        execute_and_map_return_codes(lib_loader.dll().peak_icv_Preprocessing_ToneCurveCorrection_GetDigitalBlackRange,
                                     self._handle, ctypes.pointer(c_interval))
        return Interval(c_interval.minimum, c_interval.maximum)
 
    @property
    def digital_black_enabled(self) -> bool:
        """!
        @brief
        Whether digital black correction is enabled.
 
        @return True if the digital black offset is applied.
 
        @since ids_peak_icv 1.0
        """
        return self._digital_black_enabled
 
    @digital_black_enabled.setter
    def digital_black_enabled(self, enabled: bool) -> None:
        """!
        @brief
       Whether digital black correction is enabled.
 
       @param enabled: True if the digital black offset is applied.
 
       @since ids_peak_icv 1.0
       """
        self._digital_black_enabled = enabled
        if enabled:
            self._apply_digital_black(self._digital_black)
 
    def reset_to_default(self) -> None:
        """!
        @brief
        Resets all module settings.
 
        Restores the module configuration to its default values:
        - gamma = 1.0
        - digital_black = 0.0
 
        @since ids_peak_icv 1.0
        """
        self._gamma = 1.0
        self._digital_black = 0.0
        self._apply_gamma(self._gamma)
        self._apply_digital_black(self.digital_blackdigital_blackdigital_black)
 
    def process(self, input_image: Image) -> Image:
        """!
        @brief
        Processes the input image and returns a tone curve corrected output image.
 
        @supportedPixelformats{ToneCurveCorrection}
 
        Images with other formats are passed through unmodified.
 
        This operation disregards any specified image regions and processes the entire image.
 
        @param input_image: The input image to be processed.
 
        @return A new image with tone curve correction applied.
 
        @since ids_peak_icv 1.0
        """
        if not self.enabledenabledenabledenabledenabledenabledenabledenabled:
            return input_image
 
        if input_image.pixel_format not in self.SUPPORTED_PIXEL_FORMATS:
            return input_image
 
        if not self.gamma_enabledgamma_enabledgamma_enabled and not self.digital_black_enableddigital_black_enableddigital_black_enabled:
            return input_image
 
        execute_and_map_return_codes(
            lib_loader.dll().peak_icv_Preprocessing_ToneCurveCorrection_ProcessInplace,
            self._handle,
            input_image._handle,
        )
        return input_image
 
    def serialize(self, archive: IArchive) -> None:
        """!
        @brief
        Serializes the object's internal state into the provided archive.
 
        This function populates the given archive with all parameters required to fully represent the current state of the object.
        It ensures that the object can be reconstructed or transmitted accurately by saving all relevant data members
        in a consistent and structured format.
 
        @return The serialized module's internal state.
 
        @since ids_peak_icv 1.0
        """
        # do not use base implementation, because enabled is not used in this module
        archive.set("Version", self.versionversionversion)
 
        gamma_archive = archive.create_archive()
        gamma_archive.set("Enabled", self._gamma_enabled)
        gamma_archive.set("Value", self._gamma)
        archive.set("Gamma", gamma_archive)
 
        digital_black_archive = archive.create_archive()
        digital_black_archive.set("Enabled", self._digital_black_enabled)
        digital_black_archive.set("Value", self._digital_black)
        archive.set("DigitalBlack", digital_black_archive)
 
    def deserialize(self, archive: IArchive) -> None:
        """!
        @brief
        Restores the object's state from the provided archive.
 
        This function reads and applies all necessary parameters from the given archive to reconstruct the internal state of the object.
        It ensures that the object is restored to a valid and consistent state.
 
        @param archive: The source archive containing the serialized parameters.
 
        @exception CorruptedException: If Archive is malformed, misses keys or the values are invalid
        @exception NotSupportedException: If the 'Version' entry indicates an unsupported version.
 
        @note This function requires that the archive contains all expected fields as produced by a corresponding serialize() call.
 
        @since ids_peak_icv 1.0
        """
        super()._validate_version(archive)
 
        gamma_archive = archive.get_archive("Gamma")
        self.gamma_enabledgamma_enabledgamma_enabled = gamma_archive.get("Enabled", bool)
        self.gammagammagamma = float(gamma_archive.get("Value", float))
 
        digital_black_archive = archive.get_archive("DigitalBlack")
        self.digital_black_enableddigital_black_enableddigital_black_enabled = digital_black_archive.get("Enabled", bool)
        self.digital_blackdigital_blackdigital_black = float(digital_black_archive.get("Value", float))
 
    def _apply_gamma(self, value: float) -> None:
        """!
        @brief
        Apply gamma correction to the backend.
 
        @since ids_peak_icv 1.0
        """
        execute_and_map_return_codes(
            lib_loader.dll().peak_icv_Preprocessing_ToneCurveCorrection_SetGamma,
            self._handle,
            ctypes.c_float(value),
        )
 
    def _apply_digital_black(self, value: float) -> None:
        """!
        @brief
        Apply digital black correction to the backend.
 
        @since ids_peak_icv 1.0
        """
        execute_and_map_return_codes(
            lib_loader.dll().peak_icv_Preprocessing_ToneCurveCorrection_SetDigitalBlack,
            self._handle,
            ctypes.c_float(value),
        )