WebJun 10, 2024 · A method is proposed that solves the problem of inpainting arbitrary-size images by using information from neighboring pixels by shifting the original image in four directions and can work with existing inPainting models, making them almost resolution-independent without the need for retraining. 1 PDF View 2 excerpts, cites background WebMar 1, 2024 · In this paper, we propose a novel multi-scale attention network (MSA-Net) for image inpainting to fill the irregular missing regions. For extracting the multi-scale context gradually, we design a multi-scale attention group (MSAG), which consists of several multi-scale attention units (MSAUs). MSAU is the structure to capture features from ...
Inpainting Transformer for Anomaly Detection - arXiv
WebSep 26, 2024 · Abstract: Image reconstruction is an important method for texture defect detection, and the existing image reconstruction algorithms based on Autoencoder and GAN cannot suppress the reconstruction of defect information, which affects the detection accuracy. To solve this problem, this paper proposes a novel image reconstruction … WebDec 13, 2010 · In this article, we propose two methods to address this problem: (a) a segmentation method based on nonlinear filtering and colour image thresholding and (b) an efficient inpainting method. The inpainting algorithm eliminates the negative effect of specular highlights on other image analysis algorithms and also gives a visually pleasing … opal pink stone meaning
Non-Local and Multi-Scale Mechanisms for Image Inpainting
WebDec 14, 2005 · Photo defect detection for image inpainting Abstract: Image inpainting (or image completion) techniques use textural or structural information to repair or fill damaged portion of a picture. However, most techniques request a human to identify the … WebDefective fastener images detection is an essential task in the vision-based railway track safety inspection. Although existing methods have achieved some level of success, the detection accuracy in this field suffers from the defective fasteners being far less common than normal fasteners. One way to tackle this problem is to expand the defect sample. … WebThe top row of images are from delamination defects of 11 mm diameter. Defect depths in mm are shown. Defects created by plastic inserts. (b) Plot of phase difference versus … opal pittsburgh