Assistive tagging: A survey of multimedia tagging with human-computer joint exploration
Along with the explosive growth of multimedia data, automatic multimedia tagging has
attracted great interest of various research communities, such as computer vision …
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 …
World Wide Web and the advent of modern and inexpensive graphical user interfaces and …
A survey on visual content-based video indexing and retrieval
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 …
interest of researchers worldwide. This paper offers a tutorial and an overview of the …
Describable visual attributes for face verification and image search
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 …
Describable visual attributes are labels that can be given to an image to describe its …
Evaluation campaigns and TRECVid
The TREC Video Retrieval Evaluation (TRECVid) is an international benchmarking activity
to encourage research in video information retrieval by providing a large test collection …
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 …
text and image retrieval components. The unique properties of video collections (eg, multiple …
Concept-based video retrieval
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 …
solutions are unsatisfactory and showing the promising alternatives which are in majority …
Unified video annotation via multigraph learning
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 …
can avoid the intensive labor costs of pure manual annotation. But it frequently encounters …
Active learning in multimedia annotation and retrieval: A survey
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 …
labeling and uses them as training data. It has been widely explored in multimedia research …
Beyond distance measurement: Constructing neighborhood similarity for video annotation
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 …
learning techniques. Recently, graph-based semi-supervised learning has gained much …