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» Learning to localize detected objects
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CVPR
2008
IEEE
16 years 4 months ago
Online learning of patch perspective rectification for efficient object detection
For a large class of applications, there is time to train the system. In this paper, we propose a learning-based approach to patch perspective rectification, and show that it is b...
Stefan Hinterstoisser, Selim Benhimane, Nassir Nav...
TIP
2008
86views more  TIP 2008»
15 years 1 months ago
Learning the Dynamics and Time-Recursive Boundary Detection of Deformable Objects
We propose a principled framework for recursively segmenting deformable objects across a sequence of frames. We demonstrate the usefulness of this method on left ventricular segmen...
Walter Sun, Müjdat Çetin, Raymond C. C...
ICML
2010
IEEE
15 years 3 months ago
Non-Local Contrastive Objectives
Pseudo-likelihood and contrastive divergence are two well-known examples of contrastive methods. These algorithms trade off the probability of the correct label with the probabili...
David Vickrey, Cliff Chiung-Yu Lin, Daphne Koller
DAGM
2005
Springer
15 years 7 months ago
Conservative Visual Learning for Object Detection with Minimal Hand Labeling Effort
Peter M. Roth, Helmut Grabner, Danijel Skocaj, Hor...
106
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IJCV
2010
145views more  IJCV 2010»
15 years 13 days ago
Learning Active Basis Model for Object Detection and Recognition
Ying Nian Wu, Zhangzhang Si, Haifeng Gong, Song Ch...