Image retrieval: Ideas, influences, and trends of the new age

R Datta, D Joshi, J Li, JZ Wang - ACM Computing Surveys (Csur), 2008 - dl.acm.org
We have witnessed great interest and a wealth of promise in content-based image retrieval
as an emerging technology. While the last decade laid foundation to such promise, it also …

A review of content-based image retrieval systems in medical applications—clinical benefits and future directions

H Müller, N Michoux, D Bandon… - International journal of …, 2004 - Elsevier
Content-based visual information retrieval (CBVIR) or content-based image retrieval (CBIR)
has been one on the most vivid research areas in the field of computer vision over the last …

Deep multimodal distance metric learning using click constraints for image ranking

J Yu, X Yang, F Gao, D Tao - IEEE transactions on cybernetics, 2016 - ieeexplore.ieee.org
How do we retrieve images accurately? Also, how do we rank a group of images precisely
and efficiently for specific queries? These problems are critical for researchers and …

Principles of data mining

DJ Hand - Drug safety, 2007 - Springer
Data mining is the discovery of interesting, unexpected or valuable structures in large
datasets. As such, it has two rather different aspects. One of these concerns large …

Approximate nearest neighbors: towards removing the curse of dimensionality

P Indyk, R Motwani - Proceedings of the thirtieth annual ACM …, 1998 - dl.acm.org
The nearest neighbor problem is the follolving: Given a set of n points P=(PI,..., p,} in some
metric space X, preprocess P so as to efficiently answer queries which require finding bhe …

[图书][B] The image processing handbook

JC Russ - 2006 - taylorfrancis.com
Now in its fifth edition, John C. Russ's monumental image processing reference is an even
more complete, modern, and hands-on tool than ever before. The Image Processing …

[PDF][PDF] Similarity search in high dimensions via hashing

A Gionis, P Indyk, R Motwani - Vldb, 1999 - cs.princeton.edu
The nearest-or near-neighbor query problems arise in a large variety of database
applications, usually in the context of similarity searching. Of late, there has been increasing …

Content-based image retrieval at the end of the early years

AWM Smeulders, M Worring, S Santini… - … on pattern analysis …, 2000 - ieeexplore.ieee.org
Presents a review of 200 references in content-based image retrieval. The paper starts with
discussing the working conditions of content-based retrieval: patterns of use, types of …

When is “nearest neighbor” meaningful?

K Beyer, J Goldstein, R Ramakrishnan… - Database Theory—ICDT'99 …, 1999 - Springer
We explore the effect of dimensionality on the “nearest neighbor” problem. We show that
under a broad set of conditions (much broader than independent and identically distributed …

Texture features for browsing and retrieval of image data

BS Manjunath, WY Ma - IEEE Transactions on pattern analysis …, 1996 - ieeexplore.ieee.org
Image content based retrieval is emerging as an important research area with application to
digital libraries and multimedia databases. The focus of this paper is on the image …