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3DIM
2011
IEEE
12 years 8 months ago
Space-Time Body Pose Estimation in Uncontrolled Environments
—We propose a data-driven, multi-view body pose estimation algorithm for video. It can operate in uncontrolled environments with loosely calibrated and low resolution cameras and...
Marcel Germann, Tiberiu Popa, Remo Ziegler, Richar...
DAGM
2011
Springer
12 years 8 months ago
Relaxed Exponential Kernels for Unsupervised Learning
Many unsupervised learning algorithms make use of kernels that rely on the Euclidean distance between two samples. However, the Euclidean distance is optimal for Gaussian distribut...
Karim T. Abou-Moustafa, Mohak Shah, Fernando De la...
CVPR
2010
IEEE
14 years 5 months ago
Tiered Scene Labeling with Dynamic Programming
Dynamic programming (DP) has been a useful tool for a variety of computer vision problems. However its application is usually limited to problems with a one dimensional or low tre...
Pedro Felzenszwalb, Olga Veksler
CVPR
2010
IEEE
13 years 11 months ago
A Study on Continuous Max-Flow and Min-Cut Approaches
Abstract. This work addresses a class of total-variation based multilabeling problems over a spatially continuous image domain, where the data fidelity term can be any bounded fun...
Jing Yuan, Egil Bae, Xuecheng Tai
PAMI
2008
275views more  PAMI 2008»
13 years 8 months ago
Coupled Object Detection and Tracking from Static Cameras and Moving Vehicles
Abstract-- We present a novel approach for multi-object tracking which considers object detection and spacetime trajectory estimation as a coupled optimization problem. Our approac...
Bastian Leibe, Konrad Schindler, Nico Cornelis, Lu...