Time-series data mining

P Esling, C Agon - ACM Computing Surveys (CSUR), 2012 - dl.acm.org
In almost every scientific field, measurements are performed over time. These observations
lead to a collection of organized data called time series. The purpose of time-series data …

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 …

Content-based multimedia information retrieval: State of the art and challenges

MS Lew, N Sebe, C Djeraba, R Jain - ACM Transactions on Multimedia …, 2006 - dl.acm.org
Extending beyond the boundaries of science, art, and culture, content-based multimedia
information retrieval provides new paradigms and methods for searching through the myriad …

An empirical evaluation of similarity measures for time series classification

J Serra, JL Arcos - Knowledge-Based Systems, 2014 - Elsevier
Time series are ubiquitous, and a measure to assess their similarity is a core part of many
computational systems. In particular, the similarity measure is the most essential ingredient …

[KÖNYV][B] Introduction to digital image processing

WK Pratt - 2013 - books.google.com
This accessible textbook examines the basic technologies needed to support image
processing applications, including the characterization of continuous images, image …

Content-based image retrieval: approaches and trends of the new age

R Datta, J Li, JZ Wang - Proceedings of the 7th ACM SIGMM …, 2005 - dl.acm.org
The last decade has witnessed great interest in research on content-based image retrieval.
This has paved the way for a large number of new techniques and systems, and a growing …

Shape retrieval using triangle-area representation and dynamic space war**

N Alajlan, I El Rube, MS Kamel, G Freeman - Pattern recognition, 2007 - Elsevier
In this paper, we present a shape retrieval method using triangle-area representation for
nonrigid shapes with closed contours. The representation utilizes the areas of the triangles …

A novel contour descriptor for 2D shape matching and its application to image retrieval

X Shu, XJ Wu - Image and vision Computing, 2011 - Elsevier
We suggest a novel shape contour descriptor for shape matching and retrieval. The new
descriptor is called contour points distribution histogram (CPDH) which is based on the …

Faster retrieval with a two-pass dynamic-time-war** lower bound

D Lemire - Pattern recognition, 2009 - Elsevier
The dynamic time war** (DTW) is a popular similarity measure between time series. The
DTW fails to satisfy the triangle inequality and its computation requires quadratic time …

Dynamic time war** under limited war** path length

Z Zhang, R Tavenard, A Bailly, X Tang, P Tang… - Information …, 2017 - Elsevier
Abstract Dynamic Time War** (DTW) is probably the most popular distance measure for
time series data, because it captures flexible similarities under time distortions. However …