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ICRA
2008
IEEE
132views Robotics» more  ICRA 2008»
14 years 1 days ago
Accelerated appearance-only SLAM
Abstract— This paper describes a probabilistic bail-out condition for multihypothesis testing based on Bennett’s inequality. We investigate the use of the test for increasing t...
Mark Joseph Cummins, Paul M. Newman
IROS
2008
IEEE
238views Robotics» more  IROS 2008»
14 years 10 hour ago
Shape-guided superpixel grouping for trail detection and tracking
Abstract— We describe a framework for detecting and tracking continuous ”trails” in images and image sequences for autonomous robot navigation. Continuous trails are extended...
Christopher Rasmussen, Donald Scott
JCSS
2006
77views more  JCSS 2006»
13 years 5 months ago
Sequential predictions based on algorithmic complexity
This paper studies sequence prediction based on the monotone Kolmogorov complexity Km=-log m, i.e. based on universal deterministic/one-part MDL. m is extremely close to Solomonof...
Marcus Hutter
ICIP
2004
IEEE
14 years 7 months ago
Online face recognition system for videos based on modified probabilistic neural networks
Video retrieval in consumer applications demands high level semantic descriptors such as people's identity. The problem is that in a variety of videos such as home videos, Ho...
Jun Fan, Nevenka Dimitrova, Vasanth Philomin
MICCAI
2007
Springer
13 years 11 months ago
A Probabilistic Framework for Tracking Deformable Soft Tissue in Minimally Invasive Surgery
The use of vision based algorithms in minimally invasive surgery has attracted significant attention in recent years due to its potential in providing in situ 3D tissue deformation...
Peter Mountney, Benny P. L. Lo, Surapa Thiemjarus,...