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» Visual Object Recognition Through One-Class Learning
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EMMCVPR
2007
Springer
15 years 3 months ago
Compositional Object Recognition, Segmentation, and Tracking in Video
Abstract. The complexity of visual representations is substantially limited by the compositional nature of our visual world which, therefore, renders learning structured object mod...
Björn Ommer, Joachim M. Buhmann
GECCO
2007
Springer
186views Optimization» more  GECCO 2007»
15 years 3 months ago
Knowledge reuse in genetic programming applied to visual learning
We propose a method of knowledge reuse for an ensemble of genetic programming-based learners solving a visual learning task. First, we introduce a visual learning method that uses...
Wojciech Jaskowski, Krzysztof Krawiec, Bartosz Wie...
77
Voted
DSMML
2004
Springer
15 years 2 months ago
Object Recognition via Local Patch Labelling
Abstract. In recent years the problem of object recognition has received considerable attention from both the machine learning and computer vision communities. The key challenge of...
Christopher M. Bishop, Ilkay Ulusoy
PCM
2001
Springer
223views Multimedia» more  PCM 2001»
15 years 1 months ago
VizWear: Toward Human-Centered Interaction through Wearable Vision and Visualization
Abstract. In this paper, we discuss the development of wearable systems which we collectively term VizWear. Vision plays an important role in both people's and computers'...
Takeshi Kurata, Takashi Okuma, Masakatsu Kourogi, ...
ICASSP
2011
IEEE
14 years 1 months ago
Learning a discriminative visual codebook using homonym scheme
This paper studies a method for learning a discriminative visual codebook for various computer vision tasks such as image categorization and object recognition. The performance of...
SeungRyul Baek, Chang D. Yoo, Sungrack Yun