Multimedia classification and event detection using double fusion

Z Lan, L Bao, SI Yu, W Liu, AG Hauptmann - Multimedia tools and …, 2014 - Springer
Abstract Multimedia Event Detection (MED) is a multimedia retrieval task with the goal of
finding videos of a particular event in video archives, given example videos and event …

Double fusion for multimedia event detection

Z Lan, L Bao, SI Yu, W Liu, AG Hauptmann - Advances in Multimedia …, 2012 - Springer
Abstract Multimedia Event Detection is a multimedia retrieval task with the goal of finding
videos of a particular event in an internet video archive, given example videos and …

[PDF][PDF] Unsupervised Learning of Acoustic Unit Descriptors for Audio Content Representation and Classification.

S Chaudhuri, M Harvilla, B Raj - Interspeech, 2011 - isca-archive.org
In this paper, we attempt to represent audio as a sequence of acoustic units using
unsupervised learning and use them for multi-class classification. We expect the acoustic …

A video indexing and retrieval computational prototype based on transcribed speech

N Spolaôr, HD Lee, WSR Takaki, LA Ensina… - Multimedia Tools and …, 2021 - Springer
Using the voice to interact with systems is attractive in medicine and other areas due to its
friendliness and flexibility. Video indexing and retrieval have benefited from this resource …

[PDF][PDF] Informedia@ trecvid 2011

L Bao, SI Yu, Z Lan, A Overwijk, Q **, B Langner… - 2011 - kilthub.cmu.edu
The Informedia group participated in three tasks this year, including: Multimedia Event
Detection (MED), Semantic Indexing (SIN) and Surveillance Event Detection. Generally, all …

Efficient genre-specific semantic video indexing

J Wu, M Worring - IEEE Transactions on Multimedia, 2011 - ieeexplore.ieee.org
Large video collections such as YouTube contain many different video genres, while in
many applications the user might be interested in one or two specific video genres only …

Multimodal video concept detection via bag of auditory words and multiple kernel learning

M Mühling, R Ewerth, J Zhou, B Freisleben - Advances in Multimedia …, 2012 - Springer
State-of-the-art systems for video concept detection mainly rely on visual features. Some
previous approaches have also included audio features, either using low-level features such …

Beyond audio and video retrieval: topic-oriented multimedia summarization

F Metze, D Ding, E Younessian… - International Journal of …, 2013 - Springer
Given the deluge of multimedia content that is becoming available over the Internet, it is
increasingly important to be able to effectively examine and organize these large stores of …

On the applicability of speaker diarization to audio concept detection for multimedia retrieval

R Mertens, PS Huang, L Gottlieb… - 2011 IEEE …, 2011 - ieeexplore.ieee.org
Recently, audio concepts emerged as a useful building block in multimodal video retrieval
systems. Information like" this file contains laughter"," this file contains engine sounds" or" …

[PDF][PDF] Structured Models for Semantic Analysis of Audio Content

S Chaudhuri - 2013 - lti.cmu.edu
In the universe of audio signals, the notions of syntax, semantics, pragmatics, etc. have been
associated with a very limited set of domains, such as speech and language, and musical …