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» A Unified Language for Computer Vision and Robotics
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ICDAR
2007
IEEE
15 years 3 months ago
Energy-Based Models in Document Recognition and Computer Vision
The Machine Learning and Pattern Recognition communities are facing two challenges: solving the normalization problem, and solving the deep learning problem. The normalization pro...
Yann LeCun, Sumit Chopra, Marc'Aurelio Ranzato, Fu...
ICRA
2006
IEEE
158views Robotics» more  ICRA 2006»
15 years 3 months ago
An Agent-based Mobile Robot System using Configurable SOC Technique
– To make a mobile robot with real-time vision system adapt to the highly dynamic environments and emergencies under the real-time constraints, a significant account of processin...
Yan Meng
ICVS
2003
Springer
15 years 2 months ago
The Imalab Method for Vision Systems
We propose a method to construct computer vision systems using a workbench composed of a multi-faceted toolbox and a general purpose kernel. The toolbox is composed of an open set ...
Augustin Lux
ICRA
2005
IEEE
96views Robotics» more  ICRA 2005»
15 years 3 months ago
Robust Real-Time Visual Tracking: Comparison, Theoretical Analysis and Performance Evaluation
— In this paper, two real-time pose tracking algorithms for rigid objects are compared. Both methods are 3D-model based and are capable of calculating the pose between the camera...
Andrew I. Comport, Danica Kragic, Éric Marc...
TFCV
2000
14 years 11 months ago
Epipolar Geometry in Polycentric Panoramas
We introduce a new class of panoramic images, called polycentric panoramic images, which is a generalization from more specific classes such as single-center, multiple-center, or ...
Fay Huang, Shou Kang Wei, Reinhard Klette