Fine-grained sketch-based image retrieval
WebMay 28, 2024 · This paper focuses on fine-grained image retrieval based on sketches. Sketches capture detailed information, but their highly abstract nature makes visual comparisons with images more difficult. In spite of the fact that the existing models take into account the fine-grained details, they can not accurately highlight the distinctive local … WebMay 1, 2024 · Later, this triplet-based model was combined with an attention mechanism for conducting retrieval [30]. Sangkloy et al. [31] built a large-scale fine-grained Sketchy dataset, which is contained the largest collection of sketch-photo pairs to date, and they designed a CNN-based structure to perform FG-SBIR.
Fine-grained sketch-based image retrieval
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WebAbstract: 3D object retrieval is an important yet challenging task, which has drawn more and more attention in recent years. While existing approaches have made strides in … WebOct 11, 2024 · Fine-grained sketch-based image retrieval (FG-SBIR) addresses the problem of retrieving a specific photo from a given query sketch. However, its widespread applicability is limited because it is difficult for most people to draw a complete sketch, and the drawing process is often time consuming. In this study, we aim to retrieve the target ...
WebMay 28, 2024 · Fine-grained sketch-based image retrieval (FG-SBIR) is an emerging topic in high-level computer vision. Among existing methods, edge-only information …
WebMar 1, 2024 · , A feature consistency driven attention erasing network for fine-grained image retrieval, Pattern Recognit. 128 (2024). Google Scholar [42] Xiang X., Zhang Y., Jin L., Li Z., Tang J., Sub-region localized hashing for fine-grained image retrieval, IEEE Trans. Image Process. 31 (2024) 314 – 326. Google Scholar WebSketch-based image retrieval (SBIR) has been a popular research topic in recent years. Existing works concentrate on mapping the visual information of sketches and images to …
WebSep 30, 2024 · The problem of fine-grained sketch-based image retrieval (FG-SBIR) is defined and investigated in this paper. In FG-SBIR, free-hand human sketch images are …
WebFine-grained sketch-based image retrieval (FG-SBIR) is considered an ideal method of image retrieval due to the rich and easily accessible characteristics of sketches. It aims to find the most similar photo from the photo gallery based on the input sketch. Most previous works follow the paradigm that extracting global feature first and then projecting the … first criminologistWebAug 25, 2024 · Abstract: We study the problem of fine-grained sketch-based image retrieval. By performing instance-level (rather than category-level) retrieval, it embodies … evd intraventricular hemorrhageWebApr 5, 2024 · The problem of fine-grained sketch-based image retrieval (FG-SBIR) is defined and investigated in this paper. In FG-SBIR, free-hand human sketch images are … evd isoWebFine-grained sketch-based image retrieval (FG-SBIR) addresses the problem of retrieving a particular photo instance given a user's query sketch. Its widespread applicability is however hindered by the fact that drawing a sketch takes time, and most people struggle to draw a complete and faithful sketch. In this paper, we reformulate the ... evdl showroomWebJun 17, 2024 · A novel fine-grained color sketch-based image retrieval (CSBIR) approach using deep learning networks, in which deep features are used to represent color sketches and images, which has better retrieval performance. We propose a novel fine-grained color sketch-based image retrieval (CSBIR) approach. The CSBIR problem is investigated … evd live racingWebJul 4, 2024 · The recent focus on Fine-Grained Sketch-Based Image Retrieval (FG-SBIR) has shifted towards generalising a model to new categories without any training data … first crisis then catastropheWebSep 1, 2024 · Sketch as an image search query is an ideal alternative to text in capturing the fine-grained visual details. Prior successes on fine-grained sketch-based image retrieval (FG-SBIR) have ... ev discontinued speakers