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zAGaaxtW?z2tfe)*^7e6StKQw)dwPPRGpN}K%E{8^c_G`Zm@9sMQUwhtWnW+S=KlWq zKR-VQnYVS?!i5VP`}_HOrOlVc@2}gjV~0W2myE5iK#d)6+k=a{x1@CTCGa3Eg!tIz wbQfhtYrYC-Y7Qc)h`wPM|BM#3bpDZN>#ck7_`r(>1_lNOPgg&ebxsLQ0Fc_lT>t<8 literal 0 HcmV?d00001 diff --git a/docs/releases.md b/docs/releases.md index af826f43..12e18ccb 100644 --- a/docs/releases.md +++ b/docs/releases.md @@ -9,6 +9,12 @@ As the library is still in its early development stages, **there may be breaking And remember to keep your pip installation [up to date](/qim3d/#get-the-latest-version) so that you have the latest features! +### v0.4.2 (30/09/2024) + +- Export and import is now possible in the OME-Zarr standard, including multi-scale datasets. +- Filters now have the option to use Dask when available  + + ### v0.4.1 (30/07/2024) - Fixed issue with example volumes not being loaded diff --git a/qim3d/__init__.py b/qim3d/__init__.py index 119a2f42..3107ac53 100644 --- a/qim3d/__init__.py +++ b/qim3d/__init__.py @@ -8,7 +8,7 @@ Documentation available at https://platform.qim.dk/qim3d/ """ -__version__ = "0.4.1" +__version__ = "0.4.2" import importlib as _importlib diff --git a/qim3d/processing/operations.py b/qim3d/processing/operations.py index 70e15ed7..946605e8 100644 --- a/qim3d/processing/operations.py +++ b/qim3d/processing/operations.py @@ -8,7 +8,7 @@ def remove_background( median_filter_size: int = 2, min_object_radius: int = 3, background: str = "dark", - **median_kwargs + **median_kwargs, ) -> np.ndarray: """ Remove background from a volume using a qim3d filters. @@ -31,11 +31,11 @@ def remove_background( vol = qim3d.examples.cement_128x128x128 qim3d.viz.slices(vol, vmin=0, vmax=255) ``` -  +  ```python vol_filtered = qim3d.processing.operations.remove_background(vol, - min_object_radius=3, + min_object_radius=3, background="bright") qim3d.viz.slices(vol_filtered, vmin=0, vmax=255) ``` @@ -51,17 +51,22 @@ def remove_background( # Apply the pipeline to the volume return pipeline(vol) -def watershed( - bin_vol: np.ndarray -) -> tuple[np.ndarray, int]: + +def watershed(bin_vol: np.ndarray, min_distance: int = 5) -> tuple[np.ndarray, int]: """ Apply watershed segmentation to a binary volume. Args: - bin_vol (np.ndarray): Binary volume to segment. - + bin_vol (np.ndarray): Binary volume to segment. The input should be a 3D binary image where non-zero elements + represent the objects to be segmented. + min_distance (int): Minimum number of pixels separating peaks in the distance transform. Peaks that are + too close will be merged, affecting the number of segmented objects. Default is 5. + Returns: - tuple[np.ndarray, int]: Labeled volume after segmentation, number of objects found. + tuple[np.ndarray, int]: + - Labeled volume (np.ndarray): A 3D array of the same shape as the input `bin_vol`, where each segmented object + is assigned a unique integer label. + - num_labels (int): The total number of unique objects found in the labeled volume. Example: ```python @@ -72,7 +77,7 @@ def watershed( qim3d.viz.slices(binary, axis=1) ``` -  +  ```python labeled_volume, num_labels = qim3d.processing.operations.watershed(binary) @@ -80,17 +85,19 @@ def watershed( cmap = qim3d.viz.colormaps.objects(num_labels) qim3d.viz.slices(labeled_volume, axis = 1, cmap=cmap) ``` -  +  """ import skimage import scipy # Compute distance transform of binary volume - distance= scipy.ndimage.distance_transform_edt(bin_vol) + distance = scipy.ndimage.distance_transform_edt(bin_vol) # Find peak coordinates in distance transform - coords = skimage.feature.peak_local_max(distance, labels=bin_vol) + coords = skimage.feature.peak_local_max( + distance, min_distance=min_distance, labels=bin_vol + ) # Create a mask with peak coordinates mask = np.zeros(distance.shape, dtype=bool) @@ -100,14 +107,17 @@ def watershed( markers, _ = scipy.ndimage.label(mask) # Apply watershed segmentation - labeled_volume = skimage.segmentation.watershed(-distance, markers=markers, mask=bin_vol) - + labeled_volume = skimage.segmentation.watershed( + -distance, markers=markers, mask=bin_vol + ) + # Extract number of objects found - num_labels = len(np.unique(labeled_volume))-1 + num_labels = len(np.unique(labeled_volume)) - 1 log.info(f"Total number of objects found: {num_labels}") return labeled_volume, num_labels + def fade_mask( vol: np.ndarray, decay_rate: float = 10, @@ -115,7 +125,7 @@ def fade_mask( geometry: str = "spherical", invert: bool = False, axis: int = 0, - ) -> np.ndarray: +) -> np.ndarray: """ Apply edge fading to a volume. @@ -125,7 +135,7 @@ def fade_mask( ratio (float, optional): The ratio of the volume to fade. Defaults to 0.5. geometric (str, optional): The geometric shape of the fading. Can be 'spherical' or 'cylindrical'. Defaults to 'spherical'. axis (int, optional): The axis along which to apply the fading. Defaults to 0. - + Returns: vol_faded (np.ndarray): The volume with edge fading applied. @@ -135,7 +145,7 @@ def fade_mask( qim3d.viz.vol(vol) ``` Image before edge fading has visible artifacts from the support. Which obscures the object of interest. -  +  ```python import qim3d @@ -147,15 +157,17 @@ def fade_mask( """ if 0 > axis or axis >= vol.ndim: - raise ValueError("Axis must be between 0 and the number of dimensions of the volume") + raise ValueError( + "Axis must be between 0 and the number of dimensions of the volume" + ) # Generate the coordinates of each point in the array shape = vol.shape z, y, x = np.indices(shape) - + # Calculate the center of the array center = np.array([(s - 1) / 2 for s in shape]) - + # Calculate the distance of each point from the center if geometry == "spherical": distance = np.linalg.norm([z - center[0], y - center[1], x - center[2]], axis=0) @@ -166,31 +178,30 @@ def fade_mask( distance = np.linalg.norm(distance_list, axis=0) else: raise ValueError("geometric must be 'spherical' or 'cylindrical'") - + # Normalize the distances so that they go from 0 at the center to 1 at the farthest point max_distance = np.linalg.norm(center) - normalized_distance = distance / (max_distance*ratio) - + normalized_distance = distance / (max_distance * ratio) + # Apply the decay rate - faded_distance = normalized_distance ** decay_rate - + faded_distance = normalized_distance**decay_rate + # Invert the distances to have 1 at the center and 0 at the edges fade_array = 1 - faded_distance - fade_array[fade_array<=0]=0 - + fade_array[fade_array <= 0] = 0 + if invert: - fade_array = -(fade_array-1) + fade_array = -(fade_array - 1) # Apply the fading to the volume vol_faded = vol * fade_array return vol_faded + def overlay_rgb_images( - background: np.ndarray, - foreground: np.ndarray, - alpha: float = 0.5 - ) -> np.ndarray: + background: np.ndarray, foreground: np.ndarray, alpha: float = 0.5 +) -> np.ndarray: """ Overlay an RGB foreground onto an RGB background using alpha blending. @@ -236,4 +247,4 @@ def overlay_rgb_images( # Adjust brightness outside foreground composite = composite + (background * (1 - alpha)) * (1 - foreground_max_projection) - return composite.astype("uint8") \ No newline at end of file + return composite.astype("uint8") -- GitLab