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CVPR
2005
IEEE
16 years 6 months ago
Feature Kernel Functions: Improving SVMs Using High-Level Knowledge
Kernel functions are often cited as a mechanism to encode prior knowledge of a learning task. But it can be difficult to capture prior knowledge effectively. For example, we know ...
Qiang Sun, Gerald DeJong
ICIP
2007
IEEE
16 years 6 months ago
Fast and High Resolution 3D Face Scanning
In this work, we present a framework to capture 3D models of faces in high resolutions with low computational load. The system captures only two pictures of the face, one illumina...
Philipp Fechteler, Peter Eisert, Jürgen Rurai...
ICPR
2004
IEEE
16 years 5 months ago
Hierarchical Object Indexing and Sequential Learning
This work is about scene interpretation in the sense of detecting and localizing instances from multiple object classes. We concentrate on object indexing: generate an over-comple...
Donald Geman, Xiaodong Fan
CHI
2004
ACM
16 years 4 months ago
User-driven innovation in the future applications lab
User-driven innovation regards users as a resource in the innovation process. Taking prototypes of novel technology as a starting point, a dialogue with users becomes a springboar...
Lars Erik Holmquist
ALT
2008
Springer
16 years 1 months ago
Active Learning of Group-Structured Environments
The question investigated in this paper is to what extent an input representation influences the success of learning, in particular from the point of view of analyzing agents that...
Gábor Bartók, Csaba Szepesvár...