C++ Image Processing (Part 1): Introduction & Basic Operations

C++ Image Processing (Part 1): Introduction & Basic Operations

Introduction 1. What is a Digital Image An image can be defined as a two-dimensional function f(x,y), where x and y are spatial (plane) coordinates, and the amplitude of f at any coordinate (x,y) is referred to as the brightness or grayscale of the image at that point. When the values of x, y, and … Read more

Espressif ESP32-P4: 360MHz Dual-Core + AI Expansion for Accelerated and Energy-Efficient AI Model Inference

Espressif ESP32-P4: 360MHz Dual-Core + AI Expansion for Accelerated and Energy-Efficient AI Model Inference

Reported by Electronic Enthusiasts (Author: Li Wanwan)Espressif stated in its latest financial report that the ESP32-P4 is the company’s first SoC without wireless connectivity, breaking into the multimedia market from its traditional focus on communications and IoT. It is designed for customers with high demands for edge computing capabilities. Driven by Espressif’s self-developed high-performance dual-core … Read more

Recommended Python Office Automation Code

Recommended Python Office Automation Code

Here are more advanced application cases of Python in office scenarios, organized according to the latest technological trends and practical needs: 1. GUI Automation Process (Cross-Application Operations) import pyautogui import time def auto_fill_form(): # Open the target application (assumed to be Excel) pyautogui.hotkey('win', 'r') pyautogui.write('excel') pyautogui.press('enter') time.sleep(3) # Simulate operation process pyautogui.click(x=100, y=200) # Locate … Read more

Applications of Python in Simple Image and Video Editing (e.g., Batch Watermarking, Cropping)

Applications of Python in Simple Image and Video Editing (e.g., Batch Watermarking, Cropping)

If you often need to handle images or videos, such as adding watermarks to travel photos or cropping work videos to the appropriate length, you may find yourself overwhelmed by repetitive tasks. In fact, you don’t need to rely on complex professional software; Python can help you easily accomplish these tasks, even if you are … Read more

Industrial 2D Visual Recognition: An Efficient Solution for Automation Upgrades in SMEs

Industrial 2D Visual Recognition: An Efficient Solution for Automation Upgrades in SMEs

In today’s wave of intelligent transformation in manufacturing, visual recognition technology has become a key tool for enhancing production efficiency and ensuring product quality. For small and medium-sized enterprises (SMEs), 2D visual recognition stands out as the preferred solution for automation upgrades due to its high cost-effectiveness, ease of deployment, and stable reliability. This article … Read more

MATLAB-Based Deconvolution Method – Maximum Cyclic Steady-State Deconvolution CYCBD

MATLAB-Based Deconvolution Method - Maximum Cyclic Steady-State Deconvolution CYCBD

The MATLAB-based deconvolution method – Maximum Cyclic Steady-State Deconvolution (CYCBD) has certain advantages in processing fault signals from rotating machinery, effectively extracting continuous periodic pulses. It enhances the extracted periodic impacts while providing good noise reduction performance. The program has been debugged and can be run directly. Note: To download the source program, please click … Read more

Fingerprint Recognition: Detail Extraction with Matlab Code

Fingerprint Recognition: Detail Extraction with Matlab Code

βœ… Author Profile: A Matlab simulation developer passionate about research, skilled in data processing, modeling simulation, program design, complete code acquisition, paper reproduction, 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 available via private message. πŸ”₯ Content … Read more

Edge Detection in Image Processing (Implementation in Matlab)

Edge Detection in Image Processing (Implementation in Matlab)

πŸ‘¨πŸŽ“ Personal Homepage πŸ’₯πŸ’₯πŸ’žπŸ’ž Welcome to this blog ❀️❀️πŸ’₯πŸ’₯ πŸ† Blogger’s Advantage: 🌞🌞🌞 The blog content aims to be logically clear and coherent for the convenience of readers. ⛳️ Motto: A journey of a hundred miles begins with a single step. πŸ’₯1 Overview Detecting edges and object boundaries in natural images has always been a … Read more

Comprehensive Analysis of Mainstream Security Video Surveillance Chips (SoC) in 2025

Comprehensive Analysis of Mainstream Security Video Surveillance Chips (SoC) in 2025

With the rapid development of Artificial Intelligence (AI), the Internet of Things (IoT), and 5G technology, the security video surveillance industry is undergoing an unprecedented transformation towards intelligence. As the core component of video surveillance systems, the performance of System on Chip (SoC) directly affects the device’s image processing capabilities, AI computing power, and energy … Read more

MATLAB Image Processing | Logarithmic Transformation Code Design (Complete Code Included)

MATLAB Image Processing | Logarithmic Transformation Code Design (Complete Code Included)

The logarithmic transformation changes the brightness distribution of an image by taking the logarithm of the gray value of each pixel, which is a common method for image gray level transformation. The logarithmic transformation can improve imaging quality under uneven lighting conditions and also adjust high dynamic range data. The following provides example code for … Read more