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Cosine Similarity Based Hierarchical Skeleton and Cross Indexing for Large Scale Image Retrieval Using Mapreduce Framework
The imaging data in various fields like industries, institutions, medical, and so on has grown exponentially in recent years. An innovative software solution is required for the efficient management of image data. The ...
Flash image enhancement via ratio-log image translation to ambient images
(Universidad Católica San PabloPE, 2021)
To illuminate low-light scenarios in photography, photographers usually use
the camera flash, this produces flash images. Nevertheless, this external
light may produce non-uniform illumination and unnatural color of ...
Wavelet-based fingerprint image retrieval
(Scopus, 2009)
This paper presents a novel approach for personal identification based on a wavelet-based fingerprint retrieval system which encompasses three image retrieval tasks, namely, feature extraction, similarity measurement, and ...
A New Family of Distance Functions for Perceptual Similarity Retrieval of Medical Images
(SPRINGER, 2009)
A long-standing challenge of content-based image retrieval (CBIR) systems is the definition of a suitable distance function to measure the similarity between images in an application context which complies with the human ...
Flash image enhancement via ratio-log image translation to ambient images
(Universidad Católica San PabloPE, 2021)
An image quality index based on coefficients of spatial association with an application to image fusion
(Elsevier, 2018-03)
In the last decade, image quality indices have received considerable attention to quantify the dissimilarity between two images. The codispersion coefficient, commonly used in spatial statistics to address the association ...
A similarity-based data warehousing environment for medical images
(Pergamon/ElsevierOxford, 2015-11)
A core issue of the decision-making process in the medical field is to support the execution of analytical (OLAP) similarity queries over images in data warehousing environments. In this paper, we focus on this issue. We ...
Multispectral images segmentation using fuzzy probabilistic local cluster for unsupervised clustering
(Institute of Electrical and Electronics Engineers Inc., 2018)
In Pattern Recognition there are many algorithms it try to solve the problem of grouping objects of the same type, this is called clustering, however the task of dividing these lies not only in the objective function, but ...
Using a Markov Random Field for Image Re-ranking Based on Visual and Textual Features
(Revista Computación y Sistemas; Vol. 14 No. 4, 2011-06-06)
Abstract. We propose a novel method to re-order the list of images returned by an image retrieval system (IRS). The method combines the original order obtained by the IRS, the similarity between images obtained with visual ...