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» Towards Semantic Embedding in Visual Vocabulary
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CIVR
2007
Springer
195views Image Analysis» more  CIVR 2007»
14 years 29 days ago
Towards optimal bag-of-features for object categorization and semantic video retrieval
Bag-of-features (BoF) deriving from local keypoints has recently appeared promising for object and scene classification. Whether BoF can naturally survive the challenges such as ...
Yu-Gang Jiang, Chong-Wah Ngo, Jun Yang 0003
ESWS
2008
Springer
13 years 8 months ago
Combining Context Navigation with Semantic Autocompletion to Solve Problems in Concept Selection
Many tasks on the semantic web require the user to choose concepts from a limited vocabulary e.g. for describing an indexed resource or for use in semantic search. Semantic autocom...
Reetta Sinkkilä, Eetu Mäkelä, Eero ...
CVPR
2004
IEEE
13 years 10 months ago
Visual Object Categorization Using Distance-Based Discriminant Analysis
This paper formulates the problem of object categorization in the discriminant analysis framework focusing on transforming visual feature data so as to make it conform to the comp...
Serhiy Kosinov, Stéphane Marchand-Maillet, ...
ICMCS
2006
IEEE
181views Multimedia» more  ICMCS 2006»
14 years 25 days ago
Toward Intelligent Use of Semantic Information on Subspace Discovery for Image Retrieval
Image retrieval has been widely used in many fields of science and engineering. The semantic concept of user interest is obtained by a learning process. Traditional techniques oft...
Jie Yu, Qi Tian
MM
2010
ACM
336views Multimedia» more  MM 2010»
13 years 7 months ago
Movie genre classification via scene categorization
This paper presents a method for movie genre categorization of movie trailers, based on scene categorization. We view our approach as a step forward from using only low-level visu...
Howard Zhou, Tucker Hermans, Asmita V. Karandikar,...