Fundamentals of Image Processing You Should Master

Fundamentals of Image Processing You Should Master

Click on the above “Beginner Learning Visuals“, choose to add “Star” or “Pin“ Heavyweight content delivered first time Image 1. Analog Image An analog image, also known as a continuous image, refers to an image that continuously changes in a two-dimensional coordinate system, meaning the pixels of the image are infinitely dense and have grayscale … Read more

Overview of Latest Image Text Recognition Technologies

Overview of Latest Image Text Recognition Technologies

Click the “Beginner Learning Vision” above and select “Star” public account Heavyweight content delivered at the first time This article is reproduced from I Love Computer Vision, originally published in a Chinese science and technology journal.The author referenced 77 influential and recent papers, providing a detailed overview of the systems, algorithms, data, and performance comparisons … Read more

AI Image Recognition Meets Adversarial Images

AI Image Recognition Meets Adversarial Images

Click the above “Beginner Learning Vision” to choose to add “Star” or “Top” Important content delivered immediately 【Guide】How big is the gap between AI and human vision? Researchers from UC Berkeley and other universities created a dataset of 7,500 “natural adversarial examples”. After testing many machine vision systems, they found that AI’s accuracy dropped by … Read more

Image Feature Extraction and Matching Techniques

Image Feature Extraction and Matching Techniques

Click on the above “Visual Learning for Beginners”, select “Add to Favorites” or “Pin to Top” Essential knowledge delivered instantly Author: william Link: https://zhuanlan.zhihu.com/p/133301967 This article is for sharing only, infringement will be deleted Feature extraction and matching are crucial tasks in many computer vision applications, widely used in motion structure, image retrieval, object detection, … Read more

Comprehensive Review: Image Feature Extraction and Matching Techniques

Comprehensive Review: Image Feature Extraction and Matching Techniques

Click the above “Visual Learning for Beginners” to select “Add to Favorites” or “Pin” Heavy content delivered at the first time Author: William Source: Full-Stack Engineer for Autonomous Driving Zhihu Column https://www.zhihu.com/people/william.hyin/columns Feature extraction and matching is an important task in many computer vision applications, widely used in motion structure, image retrieval, object detection, and … Read more

Machine Learning and Image Recognition

Machine Learning and Image Recognition

This content is exclusive to Data Pie. Data Pie is the official WeChat public account of the Tsinghua University Big Data Industry Alliance, which regularly publishes information on Tsinghua’s big data lecture series and shares lecture transcripts. Feel free to share. If other institutions or media wish to reprint, please contact [email protected] to apply for … Read more

Understanding Face Recognition Technology

Understanding Face Recognition Technology

When it comes to face recognition, most people’s first reaction is “facial recognition”. Let’s look at the definition of face recognition: it is a biometric technology for identity verification based on facial feature information. It uses cameras to capture images or video streams containing faces, automatically detecting and tracking faces in the images, and then … Read more

Deep Learning in Image Recognition

Deep Learning in Image Recognition

Source: “Communications of the China Computer Federation”, Issue 8, “Special Topic” Author: Wang Xiaogang History of Deep Learning Development Deep learning is a significant breakthrough in the field of artificial intelligence over the past decade. It has achieved great success in various fields such as speech recognition, natural language processing, computer vision, image and video … Read more

Enhancing Background: Document Image Recognition Based on Deep Learning

Computer Science A Personalized Mentor Recommendation Letter A Complete Research Report A Comprehensive Research Experience [Computer Science] Document Image Recognition Based on Deep Learning Methods 1 Project Introduction Formal Research: 1v1 Online Customized Tutoring Project Gains: Research Report, Mentor Recommendation Letter Research Supplement Package: 48 hours of foundational research courses + 15 hours of academic … Read more

Feature Detection, Description, and Matching with OpenCV

Feature Detection, Description, and Matching with OpenCV

Click on 'Xiaobai Learns Vision' above, select 'Star' or 'Top' Important content delivered at the first time Introduction In this article, I will discuss various algorithms for image feature detection, description, and matching using OpenCV. First, let’s look at what computer vision is; OpenCV is an open-source computer vision library. What happens when a human … Read more