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ICIP
2003
IEEE
15 years 2 months ago
Image classification using multimedia knowledge networks
This paper presents novel methods for classifying images based on knowledge discovered from annotated images using WordNet. The novelty of this work is the automatic class discove...
Ana B. Benitez, Shih-Fu Chang
ICRA
2010
IEEE
141views Robotics» more  ICRA 2010»
14 years 8 months ago
Using Time-of-Flight cameras with active gaze control for 3D collision avoidance
— We propose a 3D obstacle avoidance method for mobile robots. Besides the robot’s 2D laser range finder, a Timeof-Flight camera is used to perceive obstacles that are not in ...
David Droeschel, Dirk Holz, Jörg Stückle...
SIGKDD
2008
150views more  SIGKDD 2008»
14 years 9 months ago
Learning to improve area-under-FROC for imbalanced medical data classification using an ensemble method
This paper presents our solution for KDD Cup 2008 competition that aims at optimizing the area under ROC for breast cancer detection. We exploited weighted-based classification me...
Hung-Yi Lo, Chun-Min Chang, Tsung-Hsien Chiang, Ch...
MVA
2007
186views Computer Vision» more  MVA 2007»
14 years 11 months ago
License Plate Recognition from Low-Quality Videos
This paper presents a novel hybrid method for extracting license plates and recognizing characters from low-quality videos using morphological operations and Adaboost algorithm. F...
Chih-Chiang Chen, Jun-Wei Hsieh
BMCBI
2010
99views more  BMCBI 2010»
14 years 9 months ago
Different effects of the probe summarization algorithms PLIER and RMA on high-level analysis of Affymetrix exon arrays
Background: Alternative splicing is an important mechanism that increases protein diversity and functionality in higher eukaryotes. Affymetrix exon arrays are a commercialized pla...
Yi Qu, Fei He, Yuchen Chen