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JMLR
2010
159views more  JMLR 2010»
15 years 1 months ago
Semi-Supervised Learning with Max-Margin Graph Cuts
This paper proposes a novel algorithm for semisupervised learning. This algorithm learns graph cuts that maximize the margin with respect to the labels induced by the harmonic fun...
Branislav Kveton, Michal Valko, Ali Rahimi, Ling H...
AI
2011
Springer
14 years 10 months ago
Using a Heterogeneous Dataset for Emotion Analysis in Text
In this paper, we adopt a supervised machine learning approach to recognize six basic emotions (anger, disgust, fear, happiness, sadness and surprise) using a heterogeneous emotion...
Soumaya Chaffar, Diana Inkpen
163
Voted
CVPR
2007
IEEE
16 years 8 months ago
Tracking as Repeated Figure/Ground Segmentation
Tracking over a long period of time is challenging as the appearance, shape and scale of the object in question may vary. We propose a paradigm of tracking by repeatedly segmentin...
Xiaofeng Ren, Jitendra Malik
FPL
2009
Springer
129views Hardware» more  FPL 2009»
15 years 11 months ago
Self-organizing multi-cue fusion for FPGA-based embedded imaging
Self-organization is a natural concept that helps complex systems to adapt themselves autonomically to their environment. In this paper, we present a self-organizing framework for...
Stefan Wildermann, Gregor Walla, Tobias Ziermann, ...
INTERACT
2007
15 years 8 months ago
Initial Development of a PDA Mobility Aid for Visually Impaired People
We discuss requirements surrounding a mobile navigation system for visually impaired people. We describe an initial prototype based on a PDA using GPS location tracking. This proto...
David K. McGookin, Maya Gibbs, Annu-Maaria Nivala,...