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» Distributed SVM Applied to Image Classification
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ICIAR
2004
Springer
14 years 29 days ago
Learning an Information Theoretic Transform for Object Detection
We present an information theoretic approach for learning a linear dimension reduction transform for object classification. The theoretic guidance of the approach is that the trans...
Jianzhong Fang, Guoping Qiu
CIVR
2009
Springer
253views Image Analysis» more  CIVR 2009»
14 years 2 months ago
Spatial extensions to bag of visual words
The Bag of Visual Words (BoV) paradigm has successfully been applied to image content analysis tasks such as image classification and object detection. The basic BoV approach ove...
Ville Viitaniemi, Jorma Laaksonen
CVPR
2007
IEEE
14 years 9 months ago
Optimal Dimensionality Discriminant Analysis and Its Application to Image Recognition
Dimensionality reduction is an important issue when facing high-dimensional data. For supervised dimensionality reduction, Linear Discriminant Analysis (LDA) is one of the most po...
Feiping Nie, Shiming Xiang, Yangqiu Song, Changshu...
MR
2010
120views Robotics» more  MR 2010»
13 years 6 months ago
Automated inspection and classification of flip-chip-contacts using scanning acoustic microscopy
Industrial applications often require failure analysis methods working non-destructively, enabling either a rapid quality control or fault isolation and defect localization prior ...
S. Brand, P. Czurratis, P. Hoffrogge, M. Petzold
MM
2010
ACM
198views Multimedia» more  MM 2010»
13 years 7 months ago
Analyzing and predicting sentiment of images on the social web
In this paper we study the connection between sentiment of images expressed in metadata and their visual content in the social photo sharing environment Flickr. To this end, we co...
Stefan Siersdorfer, Enrico Minack, Fan Deng, Jonat...