Add a Christmas Hat with Python and OpenCV (Includes Code)

Add a Christmas Hat with Python and OpenCV (Includes Code)

Authorized reprint from the public account CVPy (ID: x-cvpy) With the arrival of Christmas, many people are tagging the official WeChat account to add a Christmas hat to their profile pictures. Of course, this can be done with many photo editing software. However, as someone learning image processing, I believe it is necessary to write … Read more

Java SIMD Acceleration: Manual Vectorization to Enhance Image Filtering Performance

Java SIMD Acceleration: Manual Vectorization to Enhance Image Filtering Performance

Click the blue text to follow! Heard your image processing code is running slow? Ha, don’t worry! Once upon a time, my code crawled like a snail. Today, let me introduce you to the “black technology” in Java—SIMD vectorization, which will make your image filtering performance soar! What is SIMD? Single Instruction, Multiple Data. In … Read more

Intelligent Detection System for Circuit Boards Based on Computer Vision with Matlab Code

Intelligent Detection System for Circuit Boards Based on Computer Vision with Matlab Code

✅ Author Profile: A Matlab simulation developer passionate about scientific research, skilled in data processing, modeling simulation, program design, obtaining complete code, reproducing papers, and scientific simulation. 🍎 Previous reviews, follow the personal homepage:Matlab Research Studio 🍊 Personal motto: Investigate things to gain knowledge, complete Matlab code and simulation consultation content via private message. Intelligent … Read more

How to Detect Human Eyes with MATLAB? Use This Function for Object Detection

How to Detect Human Eyes with MATLAB? Use This Function for Object Detection

Accurately identifying human eyes and locating their positions is crucial for numerous applications. From identity verification in security monitoring to gaze tracking in human-computer interaction, reliable human eye recognition technology is indispensable. The following code demonstrates a process for human eye recognition and position marking using MATLAB. Estimated reading time: 5 minutes. 1. Code %% … Read more

Multi-Scale Retinex (MSR) Convolution

Multi-Scale Retinex (MSR) Convolution

The MSR algorithm is based on the Retinex theory and introduces the concept of multi-scale decomposition. Early Retinex (SSR) algorithms faced some issues in practical applications. For instance, they are sensitive to the brightness range of input images and may exhibit unstable performance under different lighting conditions and object types. Therefore, to further improve the … Read more

Accelerate Your Python Image Processing Journey with Pillow-SIMD

Accelerate Your Python Image Processing Journey with Pillow-SIMD

Hello everyone, I am your tutorial author. Today we will explore how to use Pillow-SIMD, a super-fast Python image processing library, to enhance our image processing skills. Although we usually work more with Java, Python has unique advantages in the field of image processing, especially when you want to quickly edit and optimize images. Pillow-SIMD … Read more

Pillow-SIMD: A Python Library for Accelerating Image Processing

Pillow-SIMD: A Python Library for Accelerating Image Processing

Today, let’s talk about a powerful Python library – Pillow-SIMD. The name might sound a bit unfamiliar at first, but don’t worry, let me explain. You may already know Pillow, which is a commonly used image processing library in Python that helps us open, edit, and save various image files. Pillow-SIMD, on the other hand, … Read more

How to Perform Image Dehazing in Matlab? Image Dehazing Algorithm Based on Dark Channel Prior (DCP Dehazing)

How to Perform Image Dehazing in Matlab? Image Dehazing Algorithm Based on Dark Channel Prior (DCP Dehazing)

This code implements the image dehazing algorithm based on the Dark Channel Prior (DCP), proposed by He Kaiming et al. The algorithm primarily utilizes the characteristics of the dark channel in the image to estimate the concentration of haze and perform dehazing processing. Estimated reading time: 5 minutes. Code I = imread('a3.png'); % Read hazy … Read more

License Plate Recognition Based on MATLAB GUI Convolutional Neural Network (CNN) with Source Code

License Plate Recognition Based on MATLAB GUI Convolutional Neural Network (CNN) with Source Code

✅ Author Introduction: A MATLAB simulation developer passionate about research, improving both mindset and technology. For MATLAB project collaboration, feel free to contact me. 🏆 How to Obtain Code: QQ:912100926 ⛳️ Motto: A journey of a hundred miles begins with a single step. ## ⛄ 1. Introduction to CNN License Plate Recognition 1 License Plate … Read more

Soybean Count Recognition Based on MATLAB Computer Vision [Includes MATLAB Source Code Issue 2711]

Soybean Count Recognition Based on MATLAB Computer Vision [Includes MATLAB Source Code Issue 2711]

✅ Author Introduction: A MATLAB simulation developer passionate about research, improving both mindset and technology. For MATLAB project collaboration, please contact me privately. 🏆 Code Acquisition Method: QQ:912100926 ⛳️ Motto: Those who travel a hundred miles are halfway at ninety. ## ⛄ 1. Introduction to Morphological Defect Detection **1 Image Analysis and Preprocessing** Captured images … Read more