Source | Heart of Autonomous Driving Editor | Deep Blue Academy How Does Computer Vision Effectively Perceive In Complex Environments? In recent years, the application of computer vision in Intelligent Transportation Systems (ITS) and Autonomous Driving (AD) has gradually shifted towards deep neural network architectures. Although performance on benchmark datasets seems to have improved, many … Read more
Click the above “Beginner’s Guide to Vision” to choose to add “Star” or “Pin“ Important information delivered promptly The author believes that deep learning is just a tool for computer vision, not a panacea. Do not use it just because it is popular. Traditional computer vision techniques can still shine, and understanding them can save … Read more
Click on the above“Beginner Learning Vision” to choose tostar or “pin” Essential knowledge, delivered at the first time How can one become a professional computer vision engineer, especially considering the significant changes in the steps and strategies to enter the machine learning industry in a short period compared to the past? Artificial Intelligence Advances at … Read more
Click on the top “Beginner Learning Vision“, select to add “Star” or “Top“ Essential information delivered promptly 1. Resource Introduction Today, I would like to recommend a latest overview of computer vision methods. This review details various concepts and technical knowledge related to machine learning, deep learning, and computer vision in the current field of … Read more
New Intelligence Column Author: Zhang Hao (Nanjing University) This article is sourced from: New Intelligence 【Introduction】Deep learning has become one of the fastest growing and most exciting fields in machine learning. This article introduces key concepts in computer vision, highlighting the applications of deep learning in tasks such as network compression, fine-grained image classification, image … Read more
Computer vision technology encompasses many algorithms that can understand images (including pictures and videos). They are the foundation of many innovative key technologies—from autonomous vehicles to intelligent industrial machinery, even software on mobile phones—and are the basis for the machines we are striving to build that can understand and learn from the surrounding world like … Read more
Click on the above “Beginner Learning Vision”, select “Star” or “Top” Important content delivered first time 1. Introduction With the rapid development of artificial intelligence, especially deep learning, computer vision has become a particularly popular research direction in recent years. Here, we will launch a brand new series 【Computer Vision Insights】 to share some of … Read more
CASIA Unlock More Intelligence Beauty Introduction Computer vision is a discipline that studies how to use computers to simulate the functions of human or biological visual systems. Its purpose is to enable computers to perceive and understand the surrounding world based on images, specifically to recognize, measure, and understand information such as scenes, objects, and … Read more
Click on the above “Beginner’s Guide to Vision”, select to add Star or Top Important content delivered to you first. (Friendly reminder: Download method at the end of the article) 1. Computer Vision Leads the AI Industry with Vast Application Scenarios 1.1 What is Computer Vision? AI Technology that Enables Machines to “Understand” Images Computer … Read more
This article, written by Professor Hu Zhanyi from the Institute of Automation, Chinese Academy of Sciences, provides a brief summary of the development of computer vision over the past 40 years, including: Marr’s computational theory of vision, active and purpose-driven vision, multi-view geometry and camera self-calibration, and learning-based vision. Based on this foundation, some prospects … Read more