Privacy‐preserving image retrieval in a distributed environment
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22890
Abstract: Nowadays, several image‐based smart services have been widely used in our daily lives, generating many digital images. Since smart devices outsource digital images to the cloud, researchers prefer to select some desired targets from the… read more here.
Keywords: privacy preserving; retrieval; security; image retrieval ... See more keywords
Pattern-based image retrieval using GLCM
Sign Up to like & getrecommendations! Published in 2018 at "Neural Computing and Applications"
DOI: 10.1007/s00521-018-3611-1
Abstract: AbstractGray-level co-occurrence matrix (GLCM) is one of the oldest techniques used for texture analysis. It has two important parameters, i.e., distance and direction. In this paper, various combinations of distance and directional angles used for… read more here.
Keywords: based image; image; pattern based; pattern ... See more keywords
A novel content-based image retrieval approach for classification using GLCM features and texture fused LBP variants
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DOI: 10.1007/s00521-020-05017-z
Abstract: This paper presents a content-based image retrieval technique that focuses on extraction and reduction in multiple features. To obtain multi-level decomposition of the image by extracting approximation and correct coefficients, discrete wavelet transformation is applied… read more here.
Keywords: based image; image; content based; classification ... See more keywords
Content-based image retrieval for categorized dataset by aggregating gradient and texture features
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DOI: 10.1007/s00521-020-05614-y
Abstract: Content-based image retrieval is the process of retrieving images similar to the Query Image. The task of finding the dissimilarity among the different objects is the primary challenge in the content-based retrieval system. The challenge… read more here.
Keywords: based image; image; content based; image retrieval ... See more keywords
A comparative study of hash based approximate nearest neighbor learning and its application in image retrieval
Sign Up to like & getrecommendations! Published in 2017 at "Artificial Intelligence Review"
DOI: 10.1007/s10462-017-9591-1
Abstract: Plenty of data are available due to the growth of digital technology that creates a high expectation in retrieving the relevant images, accurately and efficiently for a given query image. For searching the relevant images… read more here.
Keywords: nearest neighbor; hash; image; image retrieval ... See more keywords
Combining pixel domain and compressed domain index for sketch based image retrieval
Sign Up to like & getrecommendations! Published in 2017 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-017-4758-y
Abstract: Sketch-based image retrieval (SBIR) lets one express a precise visual query with simple and widespread means. In the SBIR approaches, the challenge consists in representing the image dataset features in a structure that allows one… read more here.
Keywords: based image; image; image retrieval; sketch based ... See more keywords
Content based image retrieval using bees algorithm and simulated annealing approach in medical big data applications
Sign Up to like & getrecommendations! Published in 2018 at "Multimedia Tools and Applications"
DOI: 10.1007/s11042-018-6708-8
Abstract: Content Based Image retrieval systems (CBIR) retrieve the image features from the massive databases using the retrival set [ 15 ]. The Extracted image set will be maintained in a secured repository to enhance the… read more here.
Keywords: based image; image; content based; image retrieval ... See more keywords
Deep linear discriminant analysis hashing for image retrieval
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DOI: 10.1007/s11042-018-6855-y
Abstract: Currently, due to the exponential growth of online images, it is necessary to consider image retrieval among large number of images, which is very time-consuming and unscalable. Although many hashing methods has been proposed, they… read more here.
Keywords: image; hash; linear discriminant; image retrieval ... See more keywords
Deep image retrieval of large-scale vessels images based on BoW model
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DOI: 10.1007/s11042-019-7725-y
Abstract: This paper focuses on the vessel image retrieval from massive data, whose goal is to identify relevant records quickly and accurately when new images are given. Noteworthy, it is necessary to find features with high… read more here.
Keywords: large scale; retrieval large; vessels images; image ... See more keywords
Dynamic multi-attribute priority based face attribute detection for robust face image retrieval system
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DOI: 10.1007/s11042-020-09219-4
Abstract: The increase in the popularity of social websites and smartphones has helped people to easily click photos and upload them on the internet. Almost 60% of the photos are human faces. There might be an… read more here.
Keywords: retrieval system; face; image retrieval; face image ... See more keywords
Convolutional neural networks for relevance feedback in content based image retrieval
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DOI: 10.1007/s11042-020-09292-9
Abstract: Given the great success of Convolutional Neural Network (CNN) for image representation and classification tasks, we argue that Content-Based Image Retrieval (CBIR) systems could also leverage on CNN capabilities, mainly when Relevance Feedback (RF) mechanisms… read more here.
Keywords: based image; image; content based; image retrieval ... See more keywords