Programmer Group

The following links are the shortcomings of this series of articles, which can be discussed in the comments area: Series articles   corresponding column of this article Explain DICOM protocol from zero - imaging protocol Articles in Analysis of DICOM imaging protocol and Implementation of DICOM imaging protocol , it is recommended to read ...

brief introduction Please click here to view the U-Net paper . U-Net was originally used for cell recognition. For a small amount of training data, the author achieved good results and won the championship through data enhancement. After modification, U-Net can also be used for other purposes. The author of the U-Net paper has provided the ve ...

Python makes mosaic images 200 lines of Python code complete the script for generating mosaic pictures Knowledge points What is RGBHSV color spacePython BasicsIncluding the use of the pilot libraryUse of multiprocessing LibraryPrinciple of making mosaic image effect: You can generate pictures similar to the following: After zooming ...

Option critical code analysis 1.option-critic_network.py analysis a. State Network state_ The model performs three-layer convolution on the input, compresses it into a one-dimensional vector, and inputs it to the full connection layer to obtain flatted * weights4 + bias1.My understanding: this process is to extract the features in the imag ...

preface opencv version 4.1.2.30 (4. X > = version) and my version 4.5.3 are required 1, LUT There is only one threshold in the threshold comparison method described above. If you need to compare with multiple thresholds, you need to use a look-up table (LUT). LUT is a gray value mapping table, which takes the gray image value as the ...

ResNet, an article published by he Kaiming on CVPR in 2015, uses the concept of residual connection. As soon as the paper was published, it directly detonated the whole cv world. And ResNet won the first place on ImageNet in 2016. ResNet has been used in cutting-edge technologies in various fields of AI. I would be satisfied if I cited one ten ...

1. Introduction to imutils function imutils is a package based on OPenCV, which can call the OPenCV interface more simply. It can easily realize a series of operations such as image translation, rotation, scaling, skeletonization and so on. Installation method: pip install imutils Confirm that numpy,scipy,matplotlib and opencv are installe ...

1. Image digitization 1.1 Mat class in initial OpenCV 1.1.1 initial Mat The constructor of Mat class is as follows: Mat(int rows, int cols, int type) Where, type represents the type, including the number of channels and their data types. CV_8UC(n): uchar type occupying 1 byte CV_8SC(n): char type occupying 1 byte CV_16UC(n): ushor ...

This series of articles is to explain Python OpenCV image processing knowledge. In the early stage, it mainly explains the introduction of image and the basic usage of OpenCV. In the middle stage, it explains various algorithms of image processing, including image sharpening operator, image enhancement technology, image segmentation, etc. in th ...

   1 point operation    features: the input image and output image are point-to-point copy operations. In this copy process, the gray value will be converted. This conversion operation can be linear or nonlinear. It can be expressed as:    application: contrast enhancement, contrast stretching, image gray translation ...