Orientation Feature Transform Model for Image Retrieval in Sketch Based Image Retrieval System
نویسندگان
چکیده
منابع مشابه
Sketch Based Image Retrieval
Sketch based image retrieval is a task that has been explored a lot recently as an alternative method for image retrieval. We develop this task on The Sketchy Database, where we use Siamese and Triplet network to perform sketch based image retrieval. We employ deep residual learning network as the constituent network in the Siamese and Triplet architecture and use new data augmentation techniqu...
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The content based image retrieval (CBIR) is one of the most common, increasing research areas of the digital image processing. Most of the existing image search tools, such as Google Images as well as Yahoo! Image search, are built on textual annotation of images. In these tools, images are physically annotated with keywords and then retrieved using text-based search methods. The presentations ...
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Thanks to technological advancements in various areas, an ever-growing amount of digital images are becoming accessible to the general user. To take advantage of the rich information contents of these data, researchers have proposed the content-based indexing and retrieval paradigm. Various features such as colors, textures, shapes etc. have been used to characterize the contents of images to e...
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Image classification and retrieval systems have gained more attention because of easier access to high-tech medical imaging. However, the lack of availability of large-scaled balanced labelled data in medicine is still a challenge. Simplicity, practicality, efficiency, and effectiveness are the main targets in medical domain. To achieve these goals, Radon transformation, which is a well-known t...
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Nowadays, touch screen technology makes drawing a sketch easier. It also makes searching and surfing easier for disabled children. Retrieving images with a sketch is a highly desired feature for disabled children with autism. The image retrieval system was defined as a computer system for searching, browsing and accessing the image. It is not easy for autistic children to recognize suitable key...
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ژورنال
عنوان ژورنال: International Journal of Engineering & Technology
سال: 2018
ISSN: 2227-524X
DOI: 10.14419/ijet.v7i2.24.12022