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» Visual servoing set free from image processing
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NIPS
2008
15 years 1 months ago
Natural Image Denoising with Convolutional Networks
We present an approach to low-level vision that combines two main ideas: the use of convolutional networks as an image processing architecture and an unsupervised learning procedu...
Viren Jain, H. Sebastian Seung
3DPVT
2006
IEEE
212views Visualization» more  3DPVT 2006»
15 years 5 months ago
High-Performance Multi-View Reconstruction
We present a high performance reconstruction approach, which generates true 3D models from multiple views with known camera parameters. The complete pipeline from depth map genera...
Christopher Zach, Mario Sormann, Konrad F. Karner
ICRA
2006
IEEE
119views Robotics» more  ICRA 2006»
15 years 5 months ago
Outdoor SLAM using Visual Appearance and Laser Ranging
— This paper describes a 3D SLAM system using information from an actuated laser scanner and camera installed on a mobile robot.The laser samples the local geometry of the enviro...
Paul M. Newman, David M. Cole, Kin Leong Ho
ISMIS
1997
Springer
15 years 3 months ago
Knowledge-Based Image Retrieval with Spatial and Temporal Constructs
e about image features can be expressed as a hierarchical structure called a Type Abstraction Hierarchy (TAH). TAHs can be generated automatically by clustering algorithms based on...
Wesley W. Chu, Alfonso F. Cardenas, Ricky K. Taira
3DPVT
2006
IEEE
170views Visualization» more  3DPVT 2006»
15 years 5 months ago
Minimum Spanning Tree Pose Estimation
The extrinsic camera parameters from video stream images can be accurately estimated by tracking features through the image sequence and using these features to compute parameter ...
Kevin L. Steele, Parris K. Egbert