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JMLR
2012
13 years 8 months ago
Multiresolution Deep Belief Networks
Motivated by the observation that coarse and fine resolutions of an image reveal different structures in the underlying visual phenomenon, we present a model based on the Deep B...
Yichuan Tang, Abdel-rahman Mohamed
CVPR
2012
IEEE
13 years 8 months ago
Pose pooling kernels for sub-category recognition
The ability to normalize pose based on super-category landmarks can significantly improve models of individual categories when training data are limited. Previous methods have co...
Ning Zhang, Ryan Farrell, Trevor Darrell
CHI
2003
ACM
16 years 6 months ago
Personal media exploration with semantic regions
Computer users deal with large amount of personal media data and they often face problems in managing and exploring them. The paper presents an innovative approach, Semantic Regio...
Hyunmo Kang
FGR
2008
IEEE
168views Biometrics» more  FGR 2008»
16 years 14 days ago
A bottom-up framework for robust facial feature detection
Registration of facial features is a significant step towards a complete solution of the face recognition problem. We have built a general framework for detecting a set of indivi...
Victor Erukhimov, Kuang-chih Lee
ICMCS
2006
IEEE
124views Multimedia» more  ICMCS 2006»
16 years 1 days ago
On the Potential of Incorporating Knowledge of Human Visual Attention into Cbir Systems
Content-based image retrieval (CBIR) systems have been actively investigated over the past decade. Several existing CBIR prototypes claim to be designed based on perceptual charac...
Oge Marques, Liam M. Mayron, Gustavo B. Borba, Hum...