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ICMCS
2009
IEEE
146views Multimedia» more  ICMCS 2009»
13 years 7 months ago
Deep networks for audio event classification in soccer videos
In this work is presented a novel approach for the classification of audio concepts in broadcast soccer videos using deep belief network (DBN), a probabilistic neural network with...
Lamberto Ballan, Alessio Bazzica, Marco Bertini, A...
ICMCS
2009
IEEE
153views Multimedia» more  ICMCS 2009»
13 years 7 months ago
Video browsing using motion visualization
We present a video browsing tool that uses a novel and powerful visualization technique of video motion. The tool provides an interactive navigation index that allows users to qui...
Klaus Schoeffmann, Mario Taschwer, Lászl&oa...
ICMCS
2009
IEEE
161views Multimedia» more  ICMCS 2009»
13 years 7 months ago
Novel VQ with constraints on the quantization error distribution
In this paper, we motivate and introduce a novel vector quantization (VQ) scheme for distributing the quantization error among the quantized features of a continuous feature vecto...
Joachim Schenk, Frank Wallhoff, Gerhard Rigoll
ICMCS
2009
IEEE
147views Multimedia» more  ICMCS 2009»
13 years 7 months ago
Not all tags are created equal: Learning flickr tag semantics for global annotation
Large collaborative datasets offer the challenging opportunity of creating systems capable of extracting knowledge in the presence of noisy data. In this work we explore the abili...
Emily Moxley, Jim Kleban, Jiejun Xu, B. S. Manjuna...
ICMCS
2009
IEEE
108views Multimedia» more  ICMCS 2009»
13 years 7 months ago
Multimodal data communication for human-robot interactions
In this paper, the development of a framework based on the Realtime Database (RTDB) for processing multimodal data is presented. This framework allows readily integration of input...
Frank Wallhoff, Tobias Rehrl, Jürgen Gast, Al...