Video data mining: Semantic indexing and event detection from the association perspective

X Zhu, X Wu, AK Elmagarmid, Z Feng… - IEEE Transactions on …, 2005 - ieeexplore.ieee.org
Advances in the media and entertainment industries, including streaming audio and digital
TV, present new challenges for managing and accessing large audio-visual collections …

Mining spatial association rules in image databases

AJT Lee, RW Hong, WM Ko, WK Tsao, HH Lin - Information Sciences, 2007 - Elsevier
In this paper, we propose a novel spatial mining algorithm, called 9DLT-Miner, to mine the
spatial association rules from an image database, where every image is represented by the …

Visual pattern discovery in image and video data: a brief survey

H Wang, G Zhao, J Yuan - Wiley Interdisciplinary Reviews …, 2014 - Wiley Online Library
In image and video data, visual pattern refers to re‐occurring composition of visual
primitives. Such visual patterns extract the essence of the image and video data that convey …

From frequent itemsets to semantically meaningful visual patterns

J Yuan, Y Wu, M Yang - Proceedings of the 13th ACM SIGKDD …, 2007 - dl.acm.org
Data mining techniques that are successful in transaction and text data may not be simply
applied to image data that contain high-dimensional features and have spatial structures. It …

System and method for multi resolution and multi temporal image search

C Tusk - US Patent 9,529,824, 2016 - Google Patents
In the field of data analysis, search engines are commonly utilized in a variety of fields and
for a variety of use cases, Such as text-based searching of documents, keyword-based …

Mining frequent patterns in image databases with 9D-SPA representation

AJT Lee, YH Liu, HM Tsai, HH Lin, HW Wu - Journal of Systems and …, 2009 - Elsevier
In this paper, we propose a novel algorithm, called 9DSPA-Miner, to mine frequent patterns
from an image database, where every image is represented by the 9D-SPA representation …

CoMMA: a framework for integrated multimedia mining using multi-relational associations

AM Teredesai, MA Ahmad, J Kanodia… - … and Information Systems, 2006 - Springer
Generating captions or annotations automatically for still images is a challenging task.
Traditionally, techniques involving higher-level (semantic) object detection and complex …

Mining visual collocation patterns via self-supervised subspace learning

J Yuan, Y Wu - IEEE Transactions on Systems, Man, and …, 2011 - ieeexplore.ieee.org
Traditional text data mining techniques are not directly applicable to image data which
contain spatial information and are characterized by high-dimensional visual features. It is …

Robust laser speckle authentication system through data mining techniques

CH Yeh, G Lee, CY Lin - IEEE Transactions on Industrial …, 2015 - ieeexplore.ieee.org
This paper proposes a speckle image recognition method using data mining techniques to
ensure speckle identification system feasible for authentication. This is an interdisciplinary …

SpaRClus: Spatial Relationship Pattern-Based Hierarchical Clustering

S Kim, X **, J Han - Proceedings of the 2008 SIAM International …, 2008 - SIAM
For the past decade, the need of multimedia mining has increased tremendously, especially
in image data due to inexpensive digital technologies and fast mounting of image data. In …