Assistive tagging: A survey of multimedia tagging with human-computer joint exploration

M Wang, B Ni, XS Hua, TS Chua - ACM computing surveys (CSUR), 2012 - dl.acm.org
Along with the explosive growth of multimedia data, automatic multimedia tagging has
attracted great interest of various research communities, such as computer vision …

[图书][B] Modern information retrieval

R Baeza-Yates, B Ribeiro-Neto - 1999 - people.ischool.berkeley.edu
Information retrieval (IR) has changed considerably in recent years with the expansion of the
World Wide Web and the advent of modern and inexpensive graphical user interfaces and …

A survey on visual content-based video indexing and retrieval

W Hu, N Xie, L Li, X Zeng… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
Video indexing and retrieval have a wide spectrum of promising applications, motivating the
interest of researchers worldwide. This paper offers a tutorial and an overview of the …

Describable visual attributes for face verification and image search

N Kumar, A Berg, PN Belhumeur… - IEEE Transactions on …, 2011 - ieeexplore.ieee.org
We introduce the use of describable visual attributes for face verification and image search.
Describable visual attributes are labels that can be given to an image to describe its …

Evaluation campaigns and TRECVid

AF Smeaton, P Over, W Kraaij - … of the 8th ACM international workshop …, 2006 - dl.acm.org
The TREC Video Retrieval Evaluation (TRECVid) is an international benchmarking activity
to encourage research in video information retrieval by providing a large test collection …

A review of text and image retrieval approaches for broadcast news video

R Yan, AG Hauptmann - Information Retrieval, 2007 - Springer
The effectiveness of a video retrieval system largely depends on the choice of underlying
text and image retrieval components. The unique properties of video collections (eg, multiple …

Concept-based video retrieval

CGM Snoek, M Worring - Foundations and Trends® in …, 2009 - nowpublishers.com
In this paper, we review 300 references on video retrieval, indicating when text-only
solutions are unsatisfactory and showing the promising alternatives which are in majority …

Unified video annotation via multigraph learning

M Wang, XS Hua, R Hong, J Tang… - IEEE Transactions on …, 2009 - ieeexplore.ieee.org
Learning-based video annotation is a promising approach to facilitating video retrieval and it
can avoid the intensive labor costs of pure manual annotation. But it frequently encounters …

Active learning in multimedia annotation and retrieval: A survey

M Wang, XS Hua - ACM Transactions on Intelligent Systems and …, 2011 - dl.acm.org
Active learning is a machine learning technique that selects the most informative samples for
labeling and uses them as training data. It has been widely explored in multimedia research …

Beyond distance measurement: Constructing neighborhood similarity for video annotation

M Wang, XS Hua, J Tang… - IEEE Transactions on …, 2009 - ieeexplore.ieee.org
In the past few years, video annotation has benefited a lot from the progress of machine
learning techniques. Recently, graph-based semi-supervised learning has gained much …