The challenge problem for automated detection of 101 semantic concepts in multimedia

CGM Snoek, M Worring, JC Van Gemert… - Proceedings of the 14th …, 2006 - dl.acm.org
We introduce the challenge problem for generic video indexing to gain insight in
intermediate steps that affect performance of multimedia analysis methods, while at the …

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 …

[PDF][PDF] The MediaMill TRECVID 2006 semantic video search engine

CGM Snoek, KEA van de Sande, O de Rooij… - TRECVid, 2006 - researchgate.net
In this paper we describe our TRECVID 2005 experiments. The UvA-MediaMill team
participated in four tasks. For the detection of camera work (runid: A CAM) we investigate the …

Multi-feature fusion via hierarchical regression for multimedia analysis

Y Yang, J Song, Z Huang, Z Ma, N Sebe… - IEEE Transactions …, 2012 - ieeexplore.ieee.org
Multimedia data are usually represented by multiple features. In this paper, we propose a
new algorithm, namely Multi-feature Learning via Hierarchical Regression for multimedia …

[PDF][PDF] IBM Research TRECVID-2003 Video Retrieval System.

A Amir, J Argillander, M Campbell, A Haubold… - TRECVID, 2003 - ee.columbia.edu
In this paper we describe our participation in the NIST TRECVID-2003 evaluation. We
participated in four tasks of the benchmark including shot boundary detection, high-level …

Automatic identification of heart failure diagnostic criteria, using text analysis of clinical notes from electronic health records

RJ Byrd, SR Steinhubl, J Sun, S Ebadollahi… - International journal of …, 2014 - Elsevier
Abstract Objective Early detection of Heart Failure (HF) could mitigate the enormous
individual and societal burden from this disease. Clinical detection is based, in part, on …

Graph-based label propagation in digital media: A review

O Zoidi, E Fotiadou, N Nikolaidis, I Pitas - ACM Computing Surveys …, 2015 - dl.acm.org
The expansion of the Internet over the last decade and the proliferation of online social
communities, such as Facebook, Google+, and Twitter, as well as multimedia sharing sites …

High-level feature detection from video in TRECVid: a 5-year retrospective of achievements

AF Smeaton, P Over, W Kraaij - Multimedia Content Analysis: Theory and …, 2008 - Springer
Successful and effective content-based access to digital video requires fast, accurate and
scalable methods to determine the video content automatically. A variety of contemporary …

Adding semantics to detectors for video retrieval

CGM Snoek, B Huurnink, L Hollink… - IEEE Transactions …, 2007 - ieeexplore.ieee.org
In this paper, we propose an automatic video retrieval method based on high-level concept
detectors. Research in video analysis has reached the point where over 100 concept …

Video corpus annotation using active learning

S Ayache, G Quénot - European Conference on Information Retrieval, 2008 - Springer
Abstract Concept indexing in multimedia libraries is very useful for users searching and
browsing but it is a very challenging research problem as well. Beyond the systems' …