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Robust hand tracking with on-line and off-line learning
SPIE Proceedings, 2015Hand tracking is becoming more and more popular in the field of human-computer interaction (HCI). A lot of studies in this area have made good progress. However, robust hand tracking is still difficult in long-term. On-line learning technology has great potential in terms of tracking for its strong adaptive learning ability.
Jiangyue Wei +4 more
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Road Detection Based on Off-Line and On-Line Learning
2014 IEEE International Conference on Computer and Information Technology, 2014Vision-based road detection is a key component for autonomous vehicle. Existing techniques could be roughly categorized into two categories: off-line training based algorithms and on-line learning based algorithms. While off-line training based algorithms may not adapt well to the new testing scenario, on-line learning based algorithms may not produce ...
Qi Xie +3 more
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On-line Learning of Object Representations
1999Radial Basis Function (RBF) networks have been proposed as suitable representations for 3-D objects, in particular, since they can learn view-based representations from a small set of training views. One of the basic questions that arises in the context of RBF networks concerns their complexity, i.e., the number of basis functions that are necessary ...
Horst Bischof, Ales Leonardis
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Implementing on-line learning environments
Journal of Computing in Higher Education, 1998THIS PAPER reviews the implementation of an on-line course and discusses student perceptions of the virtual classroom experience. Students cited numerous reasons for enrolling in an on-line course including its flexibility and convenience. Course work was completed at a time and place that better accommodated students and the on-line environment ...
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On-Line Learning with Imperfect Monitoring
2003We study on-line play of repeated matrix games in which the observations of past actions of the other player and the obtained reward are partial and stochastic. We define the Partial Observation Bayes Envelope (POBE) as the best reward against the worst-case stationary strategy of the opponent that agrees with past observations. Our goal is to have the
Shie Mannor, Nahum Shimkin
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On-line Learning with Momentum for Nonlinear Learning Rules
1994We study on-line learning with a momentum term. At each learning step i a training pattern x is drawn randomly from a training set Ω and is presented to the network.
Wiegerinck, W.A.J.J. +2 more
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Experiential Learning in the On-Line Environment Enhancing On-Line Teaching and Learning
2007Abstract Pedagogical and education research dating to John Dewey’s (1916) foundation work has emphasized student interaction as a key part of an engaging studentcentred learning environment. A focus on interaction has continued as a primary concern of contemporary on-line instructional researchers.
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Communication with a learned receiver on a bidirectional line
Proceedings International Conference on Information Technology: Coding and Computing, 2002In this paper, we present communication protocols that allow a "learned" sender and a "learned" receiver to communicate on a bidirectional line, compressing files with (static or dynamic) dictionaries initially built independently by the sender and the receiver from those examples of the source output which they have available.
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Active learning line sampling for rare event analysis
Mechanical Systems and Signal Processing, 2021Michael Beer +2 more
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