Questions tagged [scikit-image]

scikit-image is a powerful image processing toolbox specifically designed for use with SciPy in Python.

What is the method to compute the LBP codes located at the edges of the images?

Consider the example of calculating the LBP code for a pixel located at coordinates (1, 1). This calculation involves utilizing the neighboring pixels at positions (0, 0); (0, 1); (0, 2); (1, 2); (2, 2); (2, 1); (2, 0); and (1, 0). However, it is important ...

Error message: "The maximum image resolution in skimage has been exceeded, causing a

Currently, I am utilizing scikit-image to process images in Python. However, through my testing, I have discovered that scikit-image is unable to handle images with high resolutions. When attempting to use an image with a resolution of 3024 x 4032, a Memor ...

The resize() function in Scikit image raised an error due to an unexpected argument 'anti_aliasing' being passed

I attempted to utilize the resize function with aliasing as outlined in the documentation at from skimage.transform import resize im_test = resize(im_test, (im_test.shape[0] / 3, im_test.shape[1] / 3),anti_aliasing=True) However, this resulted in the fo ...

Utilizing Scikit-image for extracting features from images

I have been using scikit-image to successfully classify road features. Take a look at the results here: https://i.stack.imgur.com/zRJNh.jpg. However, I am facing challenges in the next step of classifying these features. Specifically, I need to classify fe ...

Analyzing the radial intensity patterns of evenly divided sections within circular formations

Hey there, I'm currently facing a challenge that I could really use some help with. I've been searching for a solution but haven't had much luck so far. As a biologist delving into automated image analysis for my work, I might be in the wrong place to ask ...

Having trouble converting RGB images into a numpy array

After meticulously reviewing all Stack Overflow questions on this particular topic, I find myself encountering a peculiar issue. The image path is stored in the variable file_names. from skimage import io import numpy as np X = np.array([np.array(io.imre ...

Unable to access image directory on Colab platform

After importing the zip files into the designated directories, I attempted to visualize the images using a random number, but encountered the following error message: Error: OpenCV(4.1.2) /io/opencv/modules/imgproc/src/color.cpp:182: Error: (-215:Assertion ...

Error encountered when attempting to convert 3D numpy array into mesh: RuntimeError - Unable to locate a surface with the specified iso value

I have developed a deep learning model to segment CT scans. The process involves reading the scan as a .nrrd file in python and converting it to a numpy array for training the model. After successfully predicting a numpy array with the model, I encounter ...