An image processing technique for optimizing industrial defect ...
May 2, 2025 · This paper proposes an image processing method using denoising, dehazing, and illumination enhancement to address the difficulties in industrial defect detection caused by …
Internal defects detection and classification in hollow cylindrical ...
Oct 1, 2022 · An automated defect detection method for accurate localization of five types of defects in hollow cylindrical internal surfaces including dirt, chipping, pitting, rusting, and …
Automatic Detection and Identification of Defects by Deep …
May 1, 2023 · In this paper, spatial deep-learning image processing methods for defect detection and identification were discussed and investigated. The aim in this work is to integrate such …
Using Deep Learning to Detect Defects in Manufacturing: A …
Surface defect detection is similar to ’visual’ detection, that is, learning from the target features in an image with the help of deep-learning image processing technology to classify and locate …
Defect Detection and Analysis using Image Processing
Feb 3, 2021 · This paper describes an Image processing-based approach for defect detection and analysis of Magnetic Tile images. The preprocessing of the image involves employing …
The AI Guardian: Unmasking Image Processing in Defect Detection …
Combining image processing and machine learning, these modern methods can quickly and accurately detect defects in packing boxes, ensuring consistency and high quality for products. …
Research on internal defect detection method based on …
Dec 8, 2024 · By utilizing cylindrical stitching algorithms, we achieved panoramic image stitching of internal threads, and automated defect detection was implemented using a YOLO-based …
State of the Art in Defect Detection Based on Machine Vision
May 26, 2021 · In this study, a brief history and the state of the art in optical illumination, image acquisition, image processing, and image analysis in the field of visual inspection are …
Detecting Anomalies in Image Data: Approaches and Techniques
Methods such as Edge Detection, Thresholding, and Morphological Operations can highlight unusual features or defects in images. For instance, edge detection techniques such as the …
To overcome these problems quality control and quality management for sensitive industrial product is feasible by use of image processing techniques. In this study use of 2D and 3D …
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