Today, various products are produced at high speeds in production lines. For example, consider a bottle cap production factory; This factory produces more than 10 bottle caps per second. Quality control of these doors manually is very difficult and time-consuming. For this reason, most manufacturers use machine vision and image processing systems to inspect parts.[…]
Do you want to do a letter and number reading project? Or are you an electrical engineer and want to read the barcodes of a factory production line? Or do you want to recognize the color of parts using a robot? Maybe you are looking for checking the histogram of the image or interested in[…]
HALCON is a powerful image processing software with numerous applications that can easily solve many image processing and machine vision problems. To explore HALCON’s capabilities and features, refer to the article “Introduction to the most powerful image processing software in the world”. In this article, a comprehensive installation guide for this powerful software is provided[…]
OCR, short for Optical Character Reader, is a technology that uses image processing to identify letters and numbers. The process of letter and number identification through image processing is based on the OCR algorithm and involves two main stages: training and recognition. In the training stage, the program learns the target letters, meaning we need[…]
Barcode identification with image processing in machine vision has numerous applications. Barcodes are automatically read at high speed by barcode reader software in machine vision. This article explores the identification of various types of barcodes using the powerful HALCON software (developed by the German company MVtec). We will also implement a practical example with a[…]
A histogram, or image texture graph, is a chart that displays the frequency of pixels. In simple terms, every image has a certain number of pixels, and the grayscale value of each pixel can range from 0 to 255. The horizontal axis in the histogram represents the grayscale value or brightness level of pixels, while[…]
machine vision systems will be reviewed. These items include: The best image processing software to implement Object Detection HALCON image processing software . This software is made by the German company MVtec, in which object detection and recognition is called “Matching”. Also, the photos of this article are from ready examples of image processing with[…]
What is Object Detection in Image Processing? Object Detection is an image processing algorithm used to locate objects within an image. For this algorithm to identify an object, a model of that object needs to be created. In the next stage, the algorithm starts searching the image. The object detection algorithm searches the image to[…]
HALCON software is the best image and vision processing software made by MVTec . This image processing and machine vision software has been used in hundreds of thousands of installations in all fields of imaging. Among the applications of HALCON software are various image processing analysis. , morphology, matching, measurement and identification (inspection) of the[…]
فارسی
